Verdens mest anerkjente KI-forsker frykter det han har skapt:

Verdens mest anerkjente KI-forsker frykter det han har skapt: – Legg flere nuller på satsingen!

Kilde: Aftenposten Published: 2025-11-12 21:03:04

Yoshua Bengio er ikke bare verdens mest siterte forsker. Nå mener han også å ha funnet ut hvordan vi kan tøyle den…

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🏷️ Extracted Entities (3)

Bengio (entity) KI-forsker (entity) Legg (entity)

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OpenGraph Title: Verdens mest anerkjente KI-professor er redd for KI. - Men nå tror jeg at jeg har en løsning.

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Version 2 Current 2025-11-12 22:32:23

Verdens mest anerkjente KI-forsker frykter det han har skapt: – Legg flere nuller på satsingen!

UPDATE

Published: 2025-11-12 21:03:04 Updated: 2025-11-12 21:03:04

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Yoshua Bengio er ikke bare verdens mest siterte forsker. Nå mener han også å ha funnet ut hvordan vi kan tøyle den…

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</div><div id="main" role="main" class="hyperion-css-c9g7d0"><div class="hyperion-css-roozon"></div><div class="hyperion-css-yck6b5"><div class="page-layout-supertop hyperion-css-1499hb2"></div><div class="hyperion-css-dz5hzo"><article class="article-wrapper-wgyJe4"><div class="intro-v-side-by-side light fullScreenTop paywall hyperion-css-18w5iwl" data-test-tag="intro-v-side-by-side"><div class="hyperion-css-1t1cawa"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5" srcSet="https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5 2048w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=c6b4ad56fc550489d23f6674930b02da085d0bfc 1440w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=c3120202c6f77d167f27ba7269fe3c915aab4403 1024w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=b10b452c5b2bfb0e5755596a0133b8554e554347 980w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=db67920307994fd45be80b371ecf359a8ea32490 780w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=ac153d765f2515968939bbb420e1b097e5016753 580w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=31f52692875a983687b66372c34dbd7bca305f89 380w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d8cd3a2aca2f8133e098f68fdf895a49e5ab875d 200w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=28ff17857a614d9ac33bab8d2d3119286b54c2e0 100w" alt="" sizes="100vw" fetchpriority="auto" style="aspect-ratio:2048 / 3070"/><figcaption class="simple-image-byline hyperion-css-1dpib94"><span>Foto: Ãyvind Tveter / Aftenposten</span></figcaption></div><div class="hyperion-css-16hxfwi"><div class="default running-head hyperion-css-fcp303" data-test-tag="running-head"><div class="hyperion-css-7enjca"><a data-test-tag="internal-link" href="/norge" class="hyperion-css-1raymq9" rel="" target="" aria-label="Norge">Norge</a></div><div class="hyperion-css-semo9s"><a data-test-tag="internal-link" href="/tag/ki" class="hyperion-css-1raymq9" rel="" target="" aria-label="KI">KI</a></div></div><h1 class="intro-title intro-title-large">Er dette mannen med lÃ¸sningen?</h1><p class="intro-lead">Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.</p></div></div><div class="hyperion-css-ytalhi"><div class="hyperion-css-upuxee"><div class="contentWidth paywall hyperion-css-eemj7d"><div class="hyperion-css-152x5og"><div class="hyperion-css-1xdhyk6"></div></div></div></div><div class="hyperion-css-6kzd76"></div></div><div class="paywall hyperion-css-1ej05iu"><div class="hyperion-css-qwp0ac" data-test-tag="byline" data-testid="byline"><ul data-test-tag="byline:authors" data-testid="byline:authors" class="hyperion-css-1772xtw"><li class="hyperion-css-b8p8ys"><a title="Se journalistens profil: Per Kristian BjÃ¸rkeng" aria-label="Se journalistens profil: Per Kristian BjÃ¸rkeng" href="http://aftenposten.no/av/per-kristian-bjoerkeng-7" class="hyperion-css-1x0qoq7"><div class="hyperion-css-y7i40o"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c" srcSet="https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c 2048w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1440&amp;w=1440&amp;s=17b090f18871aa79065489c2a76a8be8425b341c 1440w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1024&amp;w=1024&amp;s=83c83ea54b3f324e4f7bf1bac3c41d0d9e2ed33d 1024w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=980&amp;w=980&amp;s=e4c98b9ca540d89cf1a8032b73b31708a8a3c9f1 980w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=780&amp;w=780&amp;s=0ad77f369a9de8228c36005b83470e8f28e68e8b 780w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=580&amp;w=580&amp;s=4246d75c7c6d59578df8fc2329625655dcdb21c9 580w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=380&amp;w=380&amp;s=72b6ceae60f1a93971c024944c869f5413c31428 380w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=200&amp;w=200&amp;s=f484ae6450aa68bf2769508acf50f3515aada57e 200w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=100&amp;w=100&amp;s=7057fa34ae9508547860d015d34a5555bd6c0b33 100w" alt="Per Kristian BjÃ¸rkeng" sizes="(min-width: 740px) 740px, 100vw" fetchpriority="auto" style="aspect-ratio:2048 / 2048"/></div><div class="hyperion-css-0"><span class="byline-name hyperion-css-1cn5stf" data-test-tag="byline:author-name" data-testid="byline:author-name">Per Kristian BjÃ¸rkeng</span><div class="hyperion-css-lc8ynt">Teknologijournalist</div></div></a></li></ul></div></div><div class="paywall hyperion-css-okzep" data-test-tag="timestamp"><div><time itemProp="datePublished" dateTime="2025-11-12T21:03:04Z" aria-label="Publisert: 12.11.2025 22:03">Publisert: 12.11.2025 22:03</time></div></div><p class="paywall hyperion-css-1j42uic">I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥.</p><p class="paywall hyperion-css-1j42uic">Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle <em>oss</em> â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  </p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_1" class="advertory-aftenposten-netboard__article"></div></div><aside class="default paywall factbox-collapsed hyperion-css-100mm37" data-test-tag="factbox" aria-label="Fakta"><header class="hyperion-css-0"><h2 class="hyperion-css-1wr3f93">Yoshua Bengio</h2></header><div id="factContent11-fact" class="factbox-body-wrapper hyperion-css-897noe"><p class="hyperion-css-ffjyk2">Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. </p></div><button class="default button hyperion-css-lpg8j4" aria-label="Vis mer" aria-controls="factContent11-fact" aria-expanded="false" type="button"><span class="text hyperion-css-1r5gb7q">Vis mer</span><div class="hyperion-css-0"></div></button></aside><p class="paywall hyperion-css-1j42uic">62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. </p><h2 class="paywall hyperion-css-npxxyf" data-test-tag="paragraph-header">Bare litt over to Ã¥r til</h2><p class="paywall hyperion-css-1j42uic">OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere.</p><p class="paywall hyperion-css-1j42uic">Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt.</p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819" srcSet="https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819 2048w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=961&amp;w=1440&amp;s=e733365c1802be70742b203798aa9eec7d9e4ce8 1440w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9bb652901e7be2416dfde676794ee2da548c66f6 1024w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=654&amp;w=980&amp;s=ad7436bec2b9f9b9fd2029b927089837a0e98812 980w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=610847f626fcdd7061f5ee11103d8ae14b0f77ca 780w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e 580w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=f7131311bfe9b5379f7f864520e1279f41e73d27 380w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9 200w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=51d2a1e67b555c2f475c102e978f67b98e07299f 100w" alt="Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1366"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. </p><p class="paywall hyperion-css-1j42uic">Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. </p><p class="paywall hyperion-css-1j42uic">Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. </p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80" srcSet="https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80 2048w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=942&amp;w=1440&amp;s=320e54b787d87a33109eb255c79ce044cdc1f1c3 1440w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=670&amp;w=1024&amp;s=19a1bff7a3b1f087984036f67d3720172ea78c7d 1024w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=641&amp;w=980&amp;s=cb7d910c9955befc7dce02fcb141e5f7600baf0f 980w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=510&amp;w=780&amp;s=c7ff75ffc866fb37d3e3509077404acbb1936662 780w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=379&amp;w=580&amp;s=af328116f94a976f40144e9445eb2982e7d69c50 580w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=248&amp;w=380&amp;s=c2472777afd6e07a58657e44bb19750259e68003 380w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=131&amp;w=200&amp;s=b54b7594dc7a34b568875f90c5c7bd046336bcf2 200w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=65&amp;w=100&amp;s=11c5b57ffdac741d3b86fdb47e389a800ffb5056 100w" alt="Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1339"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.</span><span class="image-byline hyperion-css-161dy2i"> Foto: JASON HENRY / NYT</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. </p><h2 class="paywall hyperion-css-npxxyf" data-test-tag="paragraph-header">Er smart lik god?</h2><p class="paywall hyperion-css-1j42uic">Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. </p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_2" class="advertory-aftenposten-netboard__article"></div></div><p class="paywall hyperion-css-1j42uic">â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio.</p><figure data-test-tag="image" class="image fullWidthMobile portrait hyperion-css-ezxrqu"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0" srcSet="https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0 2048w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=bceeac455ffb71f2254c523fb3dcde4e80d59785 1440w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a 1024w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=1e5fed434a366fbec3a65580b7125d7b35a84911 980w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=4117234ec62b1057a0ca4a8fd53b02384a4417f5 780w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=68ad4900aee93f4144e66200684e5187017cfbf4 580w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d 380w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d291b7e08beeb1c9cde4ae275efd4259131e299d 200w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03 100w" alt="Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. " sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 3071"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">Han ser likevel seg selv som en agnostiker.</p><p class="paywall hyperion-css-1j42uic">â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. </p><p class="paywall hyperion-css-1j42uic">Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. </p><p class="paywall hyperion-css-1j42uic">Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. </p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8" srcSet="https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8 2048w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2 1440w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57 1024w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=e03ebf656803bdf97d278c4f33f6d777c77be6b2 980w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=dc1f5d998877b3c5c2e681722c528330713ef4ba 780w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b 580w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=4de503513713f4143a23da0fe878b046d8b24753 380w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a 200w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=e96c3ca2840ab3006cda5af3236ef80225796f1a 100w" alt="Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1365"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Christoffer Redmund Chinhengo Hals/UiO</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. </p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_3" class="advertory-aftenposten-netboard__article"></div></div><p class="paywall hyperion-css-1j42uic">IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. </p><p class="paywall hyperion-css-1j42uic"><em>â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?</em></p><p class="paywall hyperion-css-1j42uic">â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene <em>fÃ¸r</em> de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. </p><p class="paywall hyperion-css-1j42uic">Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere.</p><h2 class="paywall hyperion-css-npxxyf" data-test-tag="paragraph-header">Ikke-kommersiell startup</h2><p class="paywall hyperion-css-1j42uic">Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  </p><p class="paywall hyperion-css-1j42uic">Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  </p><p class="paywall hyperion-css-1j42uic">â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio.</p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951" srcSet="https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951 2048w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c 1440w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9e3587b63242a181552eecf67d5ea093ad484129 1024w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=cfdfe6da2d2d7d9b86970a597186d31df070a95e 980w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=06b080e0ed45059d88c1d912cae3b50da3cb4dff 780w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=ae5b994806cfc90124c363aba073606a706c4521 580w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=417dfb4df14eb1521acc47991649115b7073438f 380w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4 200w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=3180e321d337bc01f2d075f82ee109cc60abacdf 100w" alt="Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1365"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Christoffer Redmund Chinhengo Hals</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?</p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_4" class="advertory-aftenposten-netboard__article"></div></div><p class="paywall hyperion-css-1j42uic">â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt.</p><p class="paywall hyperion-css-1j42uic">Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?</p><p class="paywall hyperion-css-1j42uic">â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio.</p></article><div id="brandmetrics-survey" class="advertory-brandmetrics-survey"></div><div class="hyperion-css-1yxx8oe"><div class="hyperion-css-1jbnpry"><button type="button" title="Kopier URL til utklippstavle" aria-label="Kopier URL til utklippstavle" class="hyperion-css-pdsgro">Kopier lenke</button><a data-test-tag="internal-link" href="/tips" class="hyperion-css-1f62hkp" rel="" target="" aria-label="Tips oss">Tips oss</a></div></div><div id="widget-recirculation-matrix" class="extendedContent paywall hyperion-css-177q39v"><h2 class="hyperion-css-r57xc5" data-test-tag="widget:title">Les videre</h2><div class="bundle extendedContent hyperion-css-cbecqi"><ol class="hyperion-css-1700tdj"><li class="hyperion-css-1lcs599"><a data-test-tag="teaser-medium:link-internal" href="/kultur/i/8q3GQw/lanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende" class="imagePosition-top medium news-teaser hyperion-css-bvr9ut" rel="" target="" aria-label="Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r"><div class="hyperion-css-bjn8wh"><div class="hyperion-css-1k8sl4j"><img class="image-asset hyperion-css-11ojsy8" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8" srcSet="https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8 1024w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=7437f65f91304a520b0894be4d3ab60d2cfd54ac 980w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=894d7236ef1b6aff0193d519a0c3b3f8f7f2611d 780w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=9f0162ce856b85c8f0b388745feb1350f0e4c686 580w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=ea0ccd515bc65ba69abd42135c64ae3efab5c717 380w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=9bae1ad1eb5adc04a63188f2bd1f7a33f874115a 200w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=940f27ef9f832c51d2013d81d03d7444ce9fd22c 100w" alt="" sizes="(min-width: 981px) 980px, 100vw" loading="lazy" fetchpriority="auto" style="aspect-ratio:1024 / 768"/></div></div><div class="hyperion-css-1hlrz9z"><div class="teaser-label hyperion-css-52yh2p">KULTUR<div class="timestamp friendly hyperion-css-10eh1jy" data-test-tag="timestamp"><span class="hyperion-css-ea91rp">Publisert:</span><div><time itemProp="datePublished" dateTime="2025-10-23T06:00:09Z" aria-label="2025-10-23T06:00:09Z" pubdate="pubdate">23. oktober</time></div></div></div><div class="default hyperion-css-1ucd1we"><h2 class="hyperion-css-1hyuqep">Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r</h2></div></div></a></li><li class="hyperion-css-1lcs599"><a data-test-tag="teaser-medium:link-internal" href="/norge/i/RzvEO8/norske-forskere-vil-gjoere-det-langt-lettere-aa-faa-barn-med-kunstig-befruktning" class="imagePosition-top medium feature-teaser hyperion-css-bvr9ut" rel="" target="" aria-label="De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort."><div class="hyperion-css-bjn8wh"><div class="hyperion-css-1k8sl4j"><img class="image-asset hyperion-css-n0x8x7" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536" srcSet="https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536 2048w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=765a9aeb0a10fea6e8be426cfaabb5166268bc8a 1440w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=8ff8366361ee18ac15e14784813bc37f5477d921 1024w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=80a1c460f02ecd892b6ab1c9d4f4795321a69915 980w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=09652f5db754055cbf4a8025640db12cce2f770f 780w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=8234ae79e59c3c73171298a66ed3cc4034ac5d1b 580w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=86e1f15add727ac92842d17a527bc71460496b2e 380w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=6b6b7453eea6108d11da86ccf90f444606dee9f4 200w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=56c6e854eef681736a49b4277822124c1213d1eb 100w" alt="" sizes="(min-width: 981px) 980px, 100vw" loading="lazy" fetchpriority="auto" style="aspect-ratio:2048 / 1536"/></div></div><div class="hyperion-css-1hlrz9z"><div class="teaser-label hyperion-css-52yh2p">NORGE<div class="timestamp friendly hyperion-css-10eh1jy" data-test-tag="timestamp"><span class="hyperion-css-ea91rp">Publisert:</span><div><time itemProp="datePublished" dateTime="2025-10-14T13:18:02Z" aria-label="2025-10-14T13:18:02Z" pubdate="pubdate">14. oktober</time></div></div></div><div class="default hyperion-css-1ucd1we"><h2 class="hyperion-css-1hyuqep">De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort.</h2></div></div></a></li><li class="hyperion-css-1lcs599"><div class="advertory-aftenposten-netboard-wrapper "><div id="netboard_recirc" class="advertory-aftenposten-netboard"></div></div></li><li class="hyperion-css-1lcs599"><a data-test-tag="teaser-medium:link-internal" href="/meninger/kommentar/i/kw2gLX/ki-utviklingen-ligner-mer-og-mer-pa-en-ny-opplysningstid-med-motsatt-fortegn" class="imagePosition-top medium opinion-teaser hyperion-css-bvr9ut" rel="" target="" aria-label="KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk"><div class="hyperion-css-bjn8wh"><div class="hyperion-css-1k8sl4j"><img class="image-asset hyperion-css-nv0wai" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393" srcSet="https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393 2048w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=fb070eaf41ca597acc7b09ac41c8bca4f170d258 1440w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=d2bc7f83eb5d0b32b399b69aebbff08d0fc88955 1024w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=100b4da3f43231fa73fb5e69cf084c75cd4f6885 980w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=16482d1719a606fed7ed8e8dd1f0e650394046b6 780w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=89e667ebee3b9ef7d426c38d8d6e18a81ac74303 580w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=9f17ce3f8f243a111248e71fbb1ac3f7304d777e 380w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=285d29a8428e4f0eb86d8582a4a7025fc16c9549 200w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=640544b78636ba20094642df8b277019909888eb 100w" alt="" sizes="(min-width: 981px) 980px, 100vw" loading="lazy" fetchpriority="auto" style="aspect-ratio:2048 / 1536"/></div></div><div class="hyperion-css-1hlrz9z"><div class="teaser-label hyperion-css-52yh2p">KOMMENTAR<div class="timestamp friendly hyperion-css-10eh1jy" data-test-tag="timestamp"><span class="hyperion-css-ea91rp">Publisert:</span><div><time itemProp="datePublished" dateTime="2025-10-12T15:05:28Z" aria-label="2025-10-12T15:05:28Z" pubdate="pubdate">12. oktober</time></div></div></div><div class="default hyperion-css-1ucd1we"><h2 class="hyperion-css-1hyuqep">KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk</h2></div></div></a></li></ol></div></div><div id="widget-inline-list" class="extendedContent paywall hyperion-css-1wv24dq"><div class="bundle hyperion-css-6nuwex"><ol 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Kristian BjÃ¸rkeng"},"originatorId":"afc879ad-6873-47a6-98d2-69b664287416"}],"externalClassName":"paywall"},"text-timestamp":{"type":"text","subtype":"timestamp","text":{"value":"Publisert: 12.11.2025 22:03","markup":[]},"friendly":false,"top":true,"showPublished":true,"externalClassName":"paywall","lazy":false},"newsletter-signup":{"type":"newsletter-signup","newsletterPublication":"ap","newsletterId":"5272064d-7078-4c71-bfcd-08c95f5a507e","newsletterName":"Morgenbrief","newsletterDescription":"FÃ¥ en kjapp oversikt over de stÃ¸rste nyhetene, rett i innboksen, hver morgen.","newsletterSignupMessage":"Takk, din pÃ¥melding er registrert. Administrer dine nyhetsbrev pÃ¥ \"Min side\".","needsSubscription":false,"subscriptionUrl":"https:\u002F\u002Fkundeportal.aftenposten.no\u002Fs\u002Fbliabonnent?referer=AP-u-u_nyhetsbrevportal_Norskpolitikk_nocampaign","secondaryNewsletter":{"newsletterPublication":"ap","newsletterId":"15677390-6580-46d1-ad6e-97aa167e151c","newsletterName":"Alstadheims analyse","newsletterDescription":"Et underholdende nyhetsbrev om norsk politikk.","needsSubscription":true},"externalClassName":"paywall"},"news-summary":{"type":"news-summary","components":[{"type":"text","text":{"value":"Yoshua Bengio, verdens mest siterte forsker, mener Ã¥ ha lÃ¸sningen for sikker bruk av kraftig KI.","markup":[]}},{"type":"text","text":{"value":"Han har utviklet teknologien Â«AI ScientistÂ», som skal kontrollere andre modeller for Ã¥ sikre menneskelig kontroll.","markup":[]}},{"type":"text","text":{"value":"Bengio advarer om at Europa og Canada raskt mÃ¥ satse stort pÃ¥ KI for ikke Ã¥ miste Ã¸konomisk og politisk selvstendighet.","markup":[]}}],"externalClassName":"paywall"},"braze-content-card":{"type":"braze-content-card","externalClassName":"paywall"},"article-marker-content-start":{"type":"article-marker","subtype":"content-start","externalClassName":"paywall"},"text":{"type":"text","text":{"value":"I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥."},"externalClassName":"paywall"},"text-0":{"type":"text","text":{"value":"Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle oss â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  ","markup":[{"type":"style:em","offset":109,"length":3}]},"externalClassName":"paywall"},"fact":{"type":"fact","title":{"value":"Yoshua Bengio"},"components":[{"type":"text","text":{"value":"Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. "}},{"type":"text","text":{"value":"Alle de tre gudfedrene var del av det samme kanadiske KI-forskningsprogrammet pÃ¥ 90-tallet. "}},{"type":"text","text":{"value":"Bengio er ikke bare verdens mest siterte KI-forsker, men ogsÃ¥ den mest siterte pÃ¥ tvers av alle fagfelter. ","markup":[{"type":"link:external","offset":20,"length":31,"uri":"https:\u002F\u002Fwww.adscientificindex.com\u002Fcitation-ranking\u002F","relationships":["nofollow","noreferrer"]}]}},{"type":"text","text":{"value":"Professoren er den eneste av de tre som ikke har hoppet av akademia for Ã¥ bli slukt av big tech-selskaper. "}}],"externalClassName":"paywall"},"text-1":{"type":"text","text":{"value":"62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. "},"externalClassName":"paywall"},"text-heading":{"type":"text","text":{"value":"Bare litt over to Ã¥r til"},"subtype":"heading","externalClassName":"paywall"},"text-2":{"type":"text","text":{"value":"OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere."},"externalClassName":"paywall"},"text-3":{"type":"text","text":{"value":"Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt."},"externalClassName":"paywall"},"image":{"caption":{"value":"Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham."},"byline":{"title":"Foto: Ãyvind Tveter \u002F Aftenposten"},"imageAsset":{"id":"38ba6ab8-113a-446e-877e-769a0e339b23","size":{"width":7094,"height":4732},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=1366&w=2048&s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819","width":2048,"height":1366},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=961&w=1440&s=e733365c1802be70742b203798aa9eec7d9e4ce8","width":1440,"height":961},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=683&w=1024&s=9bb652901e7be2416dfde676794ee2da548c66f6","width":1024,"height":683},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=654&w=980&s=ad7436bec2b9f9b9fd2029b927089837a0e98812","width":980,"height":654},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=520&w=780&s=610847f626fcdd7061f5ee11103d8ae14b0f77ca","width":780,"height":520},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=387&w=580&s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e","width":580,"height":387},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=253&w=380&s=f7131311bfe9b5379f7f864520e1279f41e73d27","width":380,"height":253},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=133&w=200&s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9","width":200,"height":133},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=67&w=100&s=51d2a1e67b555c2f475c102e978f67b98e07299f","width":100,"height":67}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-4":{"type":"text","text":{"value":"â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. "},"externalClassName":"paywall"},"text-5":{"type":"text","text":{"value":"Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. "},"externalClassName":"paywall"},"text-6":{"type":"text","text":{"value":"Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. "},"externalClassName":"paywall"},"image-7":{"caption":{"value":"Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel."},"byline":{"title":"Foto: JASON HENRY \u002F NYT"},"imageAsset":{"id":"2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b","size":{"width":3600,"height":2354},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=1339&w=2048&s=805effcd3d9434788a115078d98671df655bec80","width":2048,"height":1339},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=942&w=1440&s=320e54b787d87a33109eb255c79ce044cdc1f1c3","width":1440,"height":942},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=670&w=1024&s=19a1bff7a3b1f087984036f67d3720172ea78c7d","width":1024,"height":670},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=641&w=980&s=cb7d910c9955befc7dce02fcb141e5f7600baf0f","width":980,"height":641},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=510&w=780&s=c7ff75ffc866fb37d3e3509077404acbb1936662","width":780,"height":510},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=379&w=580&s=af328116f94a976f40144e9445eb2982e7d69c50","width":580,"height":379},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=248&w=380&s=c2472777afd6e07a58657e44bb19750259e68003","width":380,"height":248},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=131&w=200&s=b54b7594dc7a34b568875f90c5c7bd046336bcf2","width":200,"height":131},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=65&w=100&s=11c5b57ffdac741d3b86fdb47e389a800ffb5056","width":100,"height":65}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-8":{"type":"text","text":{"value":"Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. "},"externalClassName":"paywall"},"text-heading-9":{"type":"text","text":{"value":"Er smart lik god?"},"subtype":"heading","externalClassName":"paywall"},"text-10":{"type":"text","text":{"value":"Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. "},"externalClassName":"paywall"},"text-11":{"type":"text","text":{"value":"â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio."},"externalClassName":"paywall"},"image-12":{"caption":{"value":"Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. "},"byline":{"title":"Foto: Ãyvind Tveter \u002F Aftenposten"},"imageAsset":{"id":"91ee0b07-ce53-40e3-9370-77eecdbbff35","size":{"width":5464,"height":8192},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=3071&w=2048&s=06cacfe7818021dc5078a63a6abd9deea3165fd0","width":2048,"height":3071},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=2159&w=1440&s=bceeac455ffb71f2254c523fb3dcde4e80d59785","width":1440,"height":2159},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1535&w=1024&s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a","width":1024,"height":1535},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1469&w=980&s=1e5fed434a366fbec3a65580b7125d7b35a84911","width":980,"height":1469},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1169&w=780&s=4117234ec62b1057a0ca4a8fd53b02384a4417f5","width":780,"height":1169},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=870&w=580&s=68ad4900aee93f4144e66200684e5187017cfbf4","width":580,"height":870},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=570&w=380&s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d","width":380,"height":570},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=300&w=200&s=d291b7e08beeb1c9cde4ae275efd4259131e299d","width":200,"height":300},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=150&w=100&s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03","width":100,"height":150}]},"type":"image","externalClassName":"paywall","layout":"fullWidthMobile","withGutters":false},"text-13":{"type":"text","text":{"value":"Han ser likevel seg selv som en agnostiker."},"externalClassName":"paywall"},"text-14":{"type":"text","text":{"value":"â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. "},"externalClassName":"paywall"},"text-15":{"type":"text","text":{"value":"Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. "},"externalClassName":"paywall"},"text-16":{"type":"text","text":{"value":"Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. "},"externalClassName":"paywall"},"image-17":{"caption":{"value":"Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker."},"byline":{"title":"Foto: Christoffer Redmund Chinhengo Hals\u002FUiO"},"imageAsset":{"id":"d16d9d77-93f5-4ef1-9943-3f24c7cdd12b","size":{"width":6960,"height":4640},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=1365&w=2048&s=2c668c0a1c250b16584db9c6ca960c737adb6bf8","width":2048,"height":1365},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=960&w=1440&s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2","width":1440,"height":960},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=683&w=1024&s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57","width":1024,"height":683},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=653&w=980&s=e03ebf656803bdf97d278c4f33f6d777c77be6b2","width":980,"height":653},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=520&w=780&s=dc1f5d998877b3c5c2e681722c528330713ef4ba","width":780,"height":520},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=387&w=580&s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b","width":580,"height":387},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=253&w=380&s=4de503513713f4143a23da0fe878b046d8b24753","width":380,"height":253},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=133&w=200&s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a","width":200,"height":133},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=67&w=100&s=e96c3ca2840ab3006cda5af3236ef80225796f1a","width":100,"height":67}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-18":{"type":"text","text":{"value":"Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. "},"externalClassName":"paywall"},"text-19":{"type":"text","text":{"value":"IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. "},"externalClassName":"paywall"},"text-20":{"type":"text","text":{"value":"â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?","markup":[{"type":"style:em","offset":0,"length":226}]},"externalClassName":"paywall"},"text-21":{"type":"text","text":{"value":"â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene fÃ¸r de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. ","markup":[{"type":"style:em","offset":66,"length":3}]},"externalClassName":"paywall"},"text-22":{"type":"text","text":{"value":"Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere."},"externalClassName":"paywall"},"text-heading-23":{"type":"text","text":{"value":"Ikke-kommersiell startup"},"subtype":"heading","externalClassName":"paywall"},"text-24":{"type":"text","text":{"value":"Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  "},"externalClassName":"paywall"},"text-25":{"type":"text","text":{"value":"Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  "},"externalClassName":"paywall"},"text-26":{"type":"text","text":{"value":"â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio."},"externalClassName":"paywall"},"image-27":{"caption":{"value":"Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til."},"byline":{"title":"Foto: Christoffer Redmund Chinhengo Hals"},"imageAsset":{"id":"368c55fb-7e83-44bc-bc14-4f8f31455794","size":{"width":6960,"height":4640},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=1365&w=2048&s=d3ea5447f9bad998478c377fe130fe73b2f3c951","width":2048,"height":1365},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=960&w=1440&s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c","width":1440,"height":960},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=683&w=1024&s=9e3587b63242a181552eecf67d5ea093ad484129","width":1024,"height":683},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=653&w=980&s=cfdfe6da2d2d7d9b86970a597186d31df070a95e","width":980,"height":653},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=520&w=780&s=06b080e0ed45059d88c1d912cae3b50da3cb4dff","width":780,"height":520},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=387&w=580&s=ae5b994806cfc90124c363aba073606a706c4521","width":580,"height":387},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=253&w=380&s=417dfb4df14eb1521acc47991649115b7073438f","width":380,"height":253},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=133&w=200&s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4","width":200,"height":133},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=67&w=100&s=3180e321d337bc01f2d075f82ee109cc60abacdf","width":100,"height":67}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-28":{"type":"text","text":{"value":"I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?"},"externalClassName":"paywall"},"text-29":{"type":"text","text":{"value":"â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt."},"externalClassName":"paywall"},"text-30":{"type":"text","text":{"value":"Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?"},"externalClassName":"paywall"},"text-31":{"type":"text","text":{"value":"â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio."},"externalClassName":"paywall"},"article-marker-end":{"type":"article-marker","subtype":"end","externalClassName":"paywall"},"widget-brand-metrics-survey":{"type":"widget","subtype":"brand-metrics-survey","key":"brand-metrics-survey","externalClassName":"paywall","impressionTracking":{"object":{"@id":"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey","@type":"UIElement","spt:custom":{"position":{"bundlePosition":1,"columnName":"main"},"layout":{}},"elementType":"Widget","layout":{},"page":{"@id":"sdrn:aftenposten:article:wgyJe4","@type":"Article","url":"https:\u002F\u002Fwww.aftenposten.no\u002Fnorge\u002Fi\u002FwgyJe4\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens"},"placement":{"primaryPosition":1,"columnName":"main","source":"brand-metrics-survey"}},"target":{}},"clickTracking":{"object":{"@id":"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey","@type":"UIElement","spt:custom":{"position":{"bundlePosition":1,"columnName":"main"},"layout":{}},"elementType":"Widget","layout":{},"page":{"@id":"sdrn:aftenposten:article:wgyJe4","@type":"Article","url":"https:\u002F\u002Fwww.aftenposten.no\u002Fnorge\u002Fi\u002FwgyJe4\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens"},"placement":{"primaryPosition":1,"columnName":"main","source":"brand-metrics-survey"}},"target":{},"action":"Click"}},"cta-box-cta-box-bottom":{"type":"cta-box","subtype":"cta-box-bottom","disableFreeArticleSharing":false,"externalClassName":"paywall"},"widget-recirculation-matrix":{"type":"widget","subtype":"recirculation-matrix","key":"related-articles","title":{"value":"Les videre"},"items":[{"type":"bundle","subtype":"related-articles","items":[{"type":"teaser","subtype":"medium","layout":"medium","target":{"type":"link:internal","uri":"article:8q3GQw","expandedUri":"https:\u002F\u002Fwww.aftenposten.no\u002Fkultur\u002Fi\u002F8q3GQw\u002Flanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende"},"title":{"value":"Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r"},"standfirst":{"value":"Kan Norge ende opp som Venezuela eller Nigeria pÃ¥ grunn av KI-utviklingen? Det frykter en gruppe eksperter og ledere. NÃ¥ lanserer de ti KI-bud for Ã¥ unngÃ¥ det. 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For tiden fokuserer jeg pÃ¥ generativ kunstig intelligens og de mange problemene og mulighetene denne nye teknologien skaper for oss mennesker. \n\n\n**Bakgrunn:**\nJeg er fÃ¸dt i 1969 og vokste opp i Trondheim. Siden jeg ble ansatt i Aftenposten i 1994, har jeg jobbet bÃ¥de som nyhetsreporter, anmelder, kommentator, programleder i web-TV, podkast-vert og som featurejournalist. Hele veien har kultur og teknologi vÃ¦rt mine hovedstolper. Jeg opptrer nÃ¥ som ekspert pÃ¥ teknologi bÃ¥de i Aftenpostens egne medier og i eksterne medier, og jeg holder ogsÃ¥ foredrag pÃ¥ feltet. Jeg har utgitt tre bÃ¸ker i skjÃ¦ringspunktet mellom mennesker og teknologi. Siste bÃ¸ker: Â«Knekk ChatGPT-kodenÂ» (2023) og Â«Kunstig intelligens â den usynlige revolusjonenÂ» (2018). Jeg har en bachelor i litteraturvitenskap fra NTNU, med blant annet kunsthistorie og historie i fagkretsen.\n\n**Presseetikk:**\nI Aftenposten er vi opptatt av Ã¥ fÃ¸lge bestemmelsene i [VÃ¦r Varsom-plakaten](https:\u002F\u002Fpresse.no\u002Fpfu\u002Fetiske-regler\u002Fvaer-varsom-plakaten\u002F) og [Aftenpostens presseetiske husregler](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten\u002Fi\u002FXbXpOx\u002Faftenpostens-presseetiske-regler). Du kan lese mer om hvordan vi jobber, hvilke retningslinjer vi fÃ¸lger, og hvilke vurderinger vi gjÃ¸r, i vÃ¥r [Ã¥penhetsportal](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten).\n","contacts":[{"type":"email","value":"per.kristian.bjorkeng@aftenposten.no"},{"type":"title","value":"Teknologijournalist"},{"type":"twitter","value":"PKBjorkeng"},{"type":"other","value":"https:\u002F\u002Fkagge.no\u002Fprodukt\u002Fsakprosa\u002Fpopulaervitenskap\u002Fknekk-chatgpt-koden\u002F#tab-description"},{"type":"other","value":"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fpkbjorkeng\u002F"},{"type":"department","value":"Kultur"}],"image":"9dcedd28-798c-4da2-9fa7-1926dbe9964b","slug":"per-kristian-bjoerkeng-7","enabled":true,"type":"internal","imageAsset":{"id":"9dcedd28-798c-4da2-9fa7-1926dbe9964b","urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=100&w=100&s=7057fa34ae9508547860d015d34a5555bd6c0b33","width":100,"height":100},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=200&w=200&s=f484ae6450aa68bf2769508acf50f3515aada57e","width":200,"height":200},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=380&w=380&s=72b6ceae60f1a93971c024944c869f5413c31428","width":380,"height":380},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=580&w=580&s=4246d75c7c6d59578df8fc2329625655dcdb21c9","width":580,"height":580},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=780&w=780&s=0ad77f369a9de8228c36005b83470e8f28e68e8b","width":780,"height":780},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=980&w=980&s=e4c98b9ca540d89cf1a8032b73b31708a8a3c9f1","width":980,"height":980},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=1024&w=1024&s=83c83ea54b3f324e4f7bf1bac3c41d0d9e2ed33d","width":1024,"height":1024},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=1440&w=1440&s=17b090f18871aa79065489c2a76a8be8425b341c","width":1440,"height":1440},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=2048&w=2048&s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c","width":2048,"height":2048}]}}],"clickTracking":{"object":{"@id":"sdrn:aftenposten:article:wgyJe4:element:teaser:8q3GQw","@type":"UIElement","spt:custom":{"position":{"bundlePosition":2,"positionInBundle":1,"columnName":"main"},"layout":{"elementSize":"Small","imageUrl":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&format=auto&h=75&w=100&s=940f27ef9f832c51d2013d81d03d7444ce9fd22c"}},"elementType":"Teaser","name":"Mener 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Magnus Nordrum Riseng","description":"**Hva jeg dekker:**\n\nJeg jobber i Aftenpostens samfunn-redaksjon, der jeg skriver om helse og oppvekst. 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Etter Ã¥ ha fÃ¥tt mine fÃ¸rste frilans-artikler pÃ¥ trykk i A-magasinet (der jeg drÃ¸mte om Ã¥ fÃ¥ jobbe en dag), dro jeg i 2010 til USA for Ã¥ ta en mastergrad i journalistikk ved Boston University. \n\nI 2021 fikk jeg fast jobb i Aftenposten, da som journalist i A-magasinet.\n\n\n**Etikk og kontakt:**\n\nSom journalist i Aftenposten fÃ¸lger jeg naturligvis [bestemmelsene i VÃ¦r varsom-plakaten](https:\u002F\u002Fpresse.no\u002Fpfu\u002Fetiske-regler\u002Fvaer-varsom-plakaten\u002F) og [Aftenpostens pressetiske husregler](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten\u002Fi\u002FXbXpOx\u002Faftenpostens-presseetiske-regler), som innebÃ¦rer at jeg ikke kan handle aksjer, aldri betaler kilder for intervjuer, og en hel del annet. 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GÃ¥r ogsÃ¥ i turnus som frontsjef og journalist pÃ¥ desken.\n\n**Vil du kontakte meg?** \nSend gjerne generelle tips til eposten over. Ãnsker du bedre kildevern, bruk Signal (se nedenfor). \n\n**ArbeidsomrÃ¥de:**\nSkriver helst om forsvar, sikkerhet, krig, utenrikspolitikk og historie, men brukes ogsÃ¥ til Ã¥ rapportere om mye annet. \n\n**Bakgrunn:**\nOppvokst i Alta. Har vÃ¦rt i Forsvaret og har fullfÃ¸rt to bachelorgrader, Ã©n i journalistikk og Ã©n i internasjonale studier med historie, samt en mastergrad i internasjonale relasjoner. \n\n**Presseetikk:**\nI Aftenposten er vi opptatt av Ã¥ fÃ¸lge bestemmelsene i [VÃ¦r Varsom-plakaten](https:\u002F\u002Fpresse.no\u002Fpfu\u002Fetiske-regler\u002Fvaer-varsom-plakaten\u002F) og [Aftenpostens presseetiske husregler](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten\u002Fi\u002FXbXpOx\u002Faftenpostens-presseetiske-regler).  Du kan lese mer om hvordan vi jobber, hvilke retningslinjer vi fÃ¸lger, og hvilke vurderinger vi gjÃ¸r, i vÃ¥r [Ã¥penhetsportal](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten). 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'rejected', reason\n            }))\n          ));\n        };\n      }\n    </script>\n  \n    <title data-rh=\"true\">KI-professor Yoshua Bengio med ny teknologi for trygg kunstig intelligens</title>\n    <meta data-rh=\"true\" name=\"robots\" content=\"noarchive\"/><meta data-rh=\"true\" name=\"robots\" content=\"max-image-preview:large\"/><meta data-rh=\"true\" name=\"description\" content=\"Yoshua Bengio mener hans nye AI Scientist kan sikre fremtidens kraftige KI-modeller. NÃ¥ ber han Europa handle raskt fÃ¸r USA og Kina tar full kontroll.\"/><meta data-rh=\"true\" property=\"og:type\" content=\"article\"/><meta data-rh=\"true\" property=\"og:url\" content=\"https://www.aftenposten.no/norge/i/wgyJe4/ki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"/><meta data-rh=\"true\" property=\"og:title\" content=\"Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning.\"/><meta data-rh=\"true\" property=\"twitter:title\" content=\"Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning.\"/><meta data-rh=\"true\" property=\"fb:app_id\" content=\"1817373088487050\"/><meta data-rh=\"true\" property=\"og:image\" content=\"https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=4749b8da5f81c91f1044086c0955d92f28796afc\"/><meta data-rh=\"true\" property=\"og:image:width\" content=\"2048\"/><meta data-rh=\"true\" property=\"og:image:height\" content=\"1365\"/><meta data-rh=\"true\" property=\"twitter:image\" content=\"https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=4749b8da5f81c91f1044086c0955d92f28796afc\"/><meta data-rh=\"true\" property=\"twitter:card\" content=\"summary_large_image\"/><meta data-rh=\"true\" property=\"article:published_time\" content=\"2025-11-12T21:03:04Z\"/><meta data-rh=\"true\" property=\"article:modified_time\" content=\"2025-11-12T14:16:21Z\"/><meta data-rh=\"true\" property=\"og:description\" content=\"Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.\"/><meta data-rh=\"true\" property=\"twitter:description\" content=\"Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.\"/>\n    <link data-rh=\"true\" rel=\"canonical\" href=\"https://www.aftenposten.no/norge/i/wgyJe4/ki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"/>\n    <script data-rh=\"true\" type=\"application/ld+json\">[{\"@type\":\"NewsArticle\",\"headline\":\"Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning.\",\"datePublished\":\"2025-11-12T21:03:04Z\",\"dateModified\":\"2025-11-12T14:16:21Z\",\"wordCount\":1061,\"articleSection\":\"Norge\",\"description\":\"Yoshua Bengio er ikke bare verdens mest siterte forsker. 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 </script>\n\n</header>\n</div><div id=\"main\" role=\"main\" class=\"hyperion-css-c9g7d0\"><div class=\"hyperion-css-roozon\"></div><div class=\"hyperion-css-yck6b5\"><div class=\"page-layout-supertop hyperion-css-1499hb2\"></div><div class=\"hyperion-css-dz5hzo\"><article class=\"article-wrapper-wgyJe4\"><div class=\"intro-v-side-by-side light fullScreenTop paywall hyperion-css-18w5iwl\" data-test-tag=\"intro-v-side-by-side\"><div class=\"hyperion-css-1t1cawa\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5\" srcSet=\"https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5 2048w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=c6b4ad56fc550489d23f6674930b02da085d0bfc 1440w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=c3120202c6f77d167f27ba7269fe3c915aab4403 1024w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=b10b452c5b2bfb0e5755596a0133b8554e554347 980w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=db67920307994fd45be80b371ecf359a8ea32490 780w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=ac153d765f2515968939bbb420e1b097e5016753 580w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=31f52692875a983687b66372c34dbd7bca305f89 380w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d8cd3a2aca2f8133e098f68fdf895a49e5ab875d 200w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=28ff17857a614d9ac33bab8d2d3119286b54c2e0 100w\" alt=\"\" sizes=\"100vw\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 3070\"/><figcaption class=\"simple-image-byline hyperion-css-1dpib94\"><span>Foto: Ãyvind Tveter / Aftenposten</span></figcaption></div><div class=\"hyperion-css-16hxfwi\"><div class=\"default running-head hyperion-css-fcp303\" data-test-tag=\"running-head\"><div class=\"hyperion-css-7enjca\"><a data-test-tag=\"internal-link\" href=\"/norge\" class=\"hyperion-css-1raymq9\" rel=\"\" target=\"\" aria-label=\"Norge\">Norge</a></div><div class=\"hyperion-css-semo9s\"><a data-test-tag=\"internal-link\" href=\"/tag/ki\" class=\"hyperion-css-1raymq9\" rel=\"\" target=\"\" aria-label=\"KI\">KI</a></div></div><h1 class=\"intro-title intro-title-large\">Er dette mannen med lÃ¸sningen?</h1><p class=\"intro-lead\">Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.</p></div></div><div class=\"hyperion-css-ytalhi\"><div class=\"hyperion-css-upuxee\"><div class=\"contentWidth paywall hyperion-css-eemj7d\"><div class=\"hyperion-css-152x5og\"><div class=\"hyperion-css-1xdhyk6\"></div></div></div></div><div class=\"hyperion-css-6kzd76\"></div></div><div class=\"paywall hyperion-css-1ej05iu\"><div class=\"hyperion-css-qwp0ac\" data-test-tag=\"byline\" data-testid=\"byline\"><ul data-test-tag=\"byline:authors\" data-testid=\"byline:authors\" class=\"hyperion-css-1772xtw\"><li class=\"hyperion-css-b8p8ys\"><a title=\"Se journalistens profil: Per Kristian BjÃ¸rkeng\" aria-label=\"Se journalistens profil: Per Kristian BjÃ¸rkeng\" href=\"http://aftenposten.no/av/per-kristian-bjoerkeng-7\" class=\"hyperion-css-1x0qoq7\"><div class=\"hyperion-css-y7i40o\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c\" srcSet=\"https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c 2048w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1440&amp;w=1440&amp;s=17b090f18871aa79065489c2a76a8be8425b341c 1440w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1024&amp;w=1024&amp;s=83c83ea54b3f324e4f7bf1bac3c41d0d9e2ed33d 1024w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=980&amp;w=980&amp;s=e4c98b9ca540d89cf1a8032b73b31708a8a3c9f1 980w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=780&amp;w=780&amp;s=0ad77f369a9de8228c36005b83470e8f28e68e8b 780w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=580&amp;w=580&amp;s=4246d75c7c6d59578df8fc2329625655dcdb21c9 580w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=380&amp;w=380&amp;s=72b6ceae60f1a93971c024944c869f5413c31428 380w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=200&amp;w=200&amp;s=f484ae6450aa68bf2769508acf50f3515aada57e 200w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=100&amp;w=100&amp;s=7057fa34ae9508547860d015d34a5555bd6c0b33 100w\" alt=\"Per Kristian BjÃ¸rkeng\" sizes=\"(min-width: 740px) 740px, 100vw\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 2048\"/></div><div class=\"hyperion-css-0\"><span class=\"byline-name hyperion-css-1cn5stf\" data-test-tag=\"byline:author-name\" data-testid=\"byline:author-name\">Per Kristian BjÃ¸rkeng</span><div class=\"hyperion-css-lc8ynt\">Teknologijournalist</div></div></a></li></ul></div></div><div class=\"paywall hyperion-css-okzep\" data-test-tag=\"timestamp\"><div><time itemProp=\"datePublished\" dateTime=\"2025-11-12T21:03:04Z\" aria-label=\"Publisert: 12.11.2025 22:03\">Publisert: 12.11.2025 22:03</time></div></div><p class=\"paywall hyperion-css-1j42uic\">I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥.</p><p class=\"paywall hyperion-css-1j42uic\">Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle <em>oss</em> â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_1\" class=\"advertory-aftenposten-netboard__article\"></div></div><aside class=\"default paywall factbox-collapsed hyperion-css-100mm37\" data-test-tag=\"factbox\" aria-label=\"Fakta\"><header class=\"hyperion-css-0\"><h2 class=\"hyperion-css-1wr3f93\">Yoshua Bengio</h2></header><div id=\"factContent11-fact\" class=\"factbox-body-wrapper hyperion-css-897noe\"><p class=\"hyperion-css-ffjyk2\">Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. </p></div><button class=\"default button hyperion-css-lpg8j4\" aria-label=\"Vis mer\" aria-controls=\"factContent11-fact\" aria-expanded=\"false\" type=\"button\"><span class=\"text hyperion-css-1r5gb7q\">Vis mer</span><div class=\"hyperion-css-0\"></div></button></aside><p class=\"paywall hyperion-css-1j42uic\">62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. </p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Bare litt over to Ã¥r til</h2><p class=\"paywall hyperion-css-1j42uic\">OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere.</p><p class=\"paywall hyperion-css-1j42uic\">Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt.</p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819\" srcSet=\"https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819 2048w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=961&amp;w=1440&amp;s=e733365c1802be70742b203798aa9eec7d9e4ce8 1440w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9bb652901e7be2416dfde676794ee2da548c66f6 1024w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=654&amp;w=980&amp;s=ad7436bec2b9f9b9fd2029b927089837a0e98812 980w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=610847f626fcdd7061f5ee11103d8ae14b0f77ca 780w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e 580w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=f7131311bfe9b5379f7f864520e1279f41e73d27 380w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9 200w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=51d2a1e67b555c2f475c102e978f67b98e07299f 100w\" alt=\"Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1366\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. </p><p class=\"paywall hyperion-css-1j42uic\">Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. </p><p class=\"paywall hyperion-css-1j42uic\">Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. </p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80\" srcSet=\"https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80 2048w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=942&amp;w=1440&amp;s=320e54b787d87a33109eb255c79ce044cdc1f1c3 1440w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=670&amp;w=1024&amp;s=19a1bff7a3b1f087984036f67d3720172ea78c7d 1024w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=641&amp;w=980&amp;s=cb7d910c9955befc7dce02fcb141e5f7600baf0f 980w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=510&amp;w=780&amp;s=c7ff75ffc866fb37d3e3509077404acbb1936662 780w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=379&amp;w=580&amp;s=af328116f94a976f40144e9445eb2982e7d69c50 580w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=248&amp;w=380&amp;s=c2472777afd6e07a58657e44bb19750259e68003 380w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=131&amp;w=200&amp;s=b54b7594dc7a34b568875f90c5c7bd046336bcf2 200w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=65&amp;w=100&amp;s=11c5b57ffdac741d3b86fdb47e389a800ffb5056 100w\" alt=\"Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1339\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: JASON HENRY / NYT</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. </p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Er smart lik god?</h2><p class=\"paywall hyperion-css-1j42uic\">Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_2\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio.</p><figure data-test-tag=\"image\" class=\"image fullWidthMobile portrait hyperion-css-ezxrqu\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0\" srcSet=\"https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0 2048w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=bceeac455ffb71f2254c523fb3dcde4e80d59785 1440w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a 1024w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=1e5fed434a366fbec3a65580b7125d7b35a84911 980w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=4117234ec62b1057a0ca4a8fd53b02384a4417f5 780w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=68ad4900aee93f4144e66200684e5187017cfbf4 580w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d 380w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d291b7e08beeb1c9cde4ae275efd4259131e299d 200w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03 100w\" alt=\"Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. \" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 3071\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Han ser likevel seg selv som en agnostiker.</p><p class=\"paywall hyperion-css-1j42uic\">â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. </p><p class=\"paywall hyperion-css-1j42uic\">Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. </p><p class=\"paywall hyperion-css-1j42uic\">Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. </p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8\" srcSet=\"https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8 2048w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2 1440w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57 1024w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=e03ebf656803bdf97d278c4f33f6d777c77be6b2 980w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=dc1f5d998877b3c5c2e681722c528330713ef4ba 780w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b 580w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=4de503513713f4143a23da0fe878b046d8b24753 380w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a 200w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=e96c3ca2840ab3006cda5af3236ef80225796f1a 100w\" alt=\"Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1365\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Christoffer Redmund Chinhengo Hals/UiO</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_3\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. </p><p class=\"paywall hyperion-css-1j42uic\"><em>â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?</em></p><p class=\"paywall hyperion-css-1j42uic\">â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene <em>fÃ¸r</em> de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. </p><p class=\"paywall hyperion-css-1j42uic\">Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere.</p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Ikke-kommersiell startup</h2><p class=\"paywall hyperion-css-1j42uic\">Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  </p><p class=\"paywall hyperion-css-1j42uic\">Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  </p><p class=\"paywall hyperion-css-1j42uic\">â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio.</p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951\" srcSet=\"https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951 2048w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c 1440w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9e3587b63242a181552eecf67d5ea093ad484129 1024w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=cfdfe6da2d2d7d9b86970a597186d31df070a95e 980w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=06b080e0ed45059d88c1d912cae3b50da3cb4dff 780w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=ae5b994806cfc90124c363aba073606a706c4521 580w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=417dfb4df14eb1521acc47991649115b7073438f 380w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4 200w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=3180e321d337bc01f2d075f82ee109cc60abacdf 100w\" alt=\"Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1365\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Christoffer Redmund Chinhengo Hals</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?</p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_4\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt.</p><p class=\"paywall hyperion-css-1j42uic\">Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?</p><p class=\"paywall hyperion-css-1j42uic\">â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio.</p></article><div id=\"brandmetrics-survey\" class=\"advertory-brandmetrics-survey\"></div><div class=\"hyperion-css-1yxx8oe\"><div class=\"hyperion-css-1jbnpry\"><button type=\"button\" title=\"Kopier URL til utklippstavle\" aria-label=\"Kopier URL til utklippstavle\" class=\"hyperion-css-pdsgro\">Kopier lenke</button><a data-test-tag=\"internal-link\" href=\"/tips\" class=\"hyperion-css-1f62hkp\" rel=\"\" target=\"\" aria-label=\"Tips oss\">Tips oss</a></div></div><div id=\"widget-recirculation-matrix\" class=\"extendedContent paywall hyperion-css-177q39v\"><h2 class=\"hyperion-css-r57xc5\" data-test-tag=\"widget:title\">Les videre</h2><div class=\"bundle extendedContent hyperion-css-cbecqi\"><ol class=\"hyperion-css-1700tdj\"><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/kultur/i/8q3GQw/lanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende\" class=\"imagePosition-top medium news-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-11ojsy8\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8\" srcSet=\"https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8 1024w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=7437f65f91304a520b0894be4d3ab60d2cfd54ac 980w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=894d7236ef1b6aff0193d519a0c3b3f8f7f2611d 780w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=9f0162ce856b85c8f0b388745feb1350f0e4c686 580w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=ea0ccd515bc65ba69abd42135c64ae3efab5c717 380w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=9bae1ad1eb5adc04a63188f2bd1f7a33f874115a 200w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=940f27ef9f832c51d2013d81d03d7444ce9fd22c 100w\" alt=\"\" sizes=\"(min-width: 981px) 980px, 100vw\" loading=\"lazy\" fetchpriority=\"auto\" style=\"aspect-ratio:1024 / 768\"/></div></div><div class=\"hyperion-css-1hlrz9z\"><div class=\"teaser-label hyperion-css-52yh2p\">KULTUR<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-10-23T06:00:09Z\" aria-label=\"2025-10-23T06:00:09Z\" pubdate=\"pubdate\">23. oktober</time></div></div></div><div class=\"default hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r</h2></div></div></a></li><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/norge/i/RzvEO8/norske-forskere-vil-gjoere-det-langt-lettere-aa-faa-barn-med-kunstig-befruktning\" class=\"imagePosition-top medium feature-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort.\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-n0x8x7\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536\" srcSet=\"https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536 2048w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=765a9aeb0a10fea6e8be426cfaabb5166268bc8a 1440w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=8ff8366361ee18ac15e14784813bc37f5477d921 1024w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=80a1c460f02ecd892b6ab1c9d4f4795321a69915 980w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=09652f5db754055cbf4a8025640db12cce2f770f 780w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=8234ae79e59c3c73171298a66ed3cc4034ac5d1b 580w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=86e1f15add727ac92842d17a527bc71460496b2e 380w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=6b6b7453eea6108d11da86ccf90f444606dee9f4 200w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=56c6e854eef681736a49b4277822124c1213d1eb 100w\" alt=\"\" sizes=\"(min-width: 981px) 980px, 100vw\" loading=\"lazy\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 1536\"/></div></div><div class=\"hyperion-css-1hlrz9z\"><div class=\"teaser-label hyperion-css-52yh2p\">NORGE<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-10-14T13:18:02Z\" aria-label=\"2025-10-14T13:18:02Z\" pubdate=\"pubdate\">14. oktober</time></div></div></div><div class=\"default hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort.</h2></div></div></a></li><li class=\"hyperion-css-1lcs599\"><div class=\"advertory-aftenposten-netboard-wrapper \"><div id=\"netboard_recirc\" class=\"advertory-aftenposten-netboard\"></div></div></li><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/meninger/kommentar/i/kw2gLX/ki-utviklingen-ligner-mer-og-mer-pa-en-ny-opplysningstid-med-motsatt-fortegn\" class=\"imagePosition-top medium opinion-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-nv0wai\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393\" srcSet=\"https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393 2048w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=fb070eaf41ca597acc7b09ac41c8bca4f170d258 1440w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=d2bc7f83eb5d0b32b399b69aebbff08d0fc88955 1024w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=100b4da3f43231fa73fb5e69cf084c75cd4f6885 980w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=16482d1719a606fed7ed8e8dd1f0e650394046b6 780w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=89e667ebee3b9ef7d426c38d8d6e18a81ac74303 580w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=9f17ce3f8f243a111248e71fbb1ac3f7304d777e 380w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=285d29a8428e4f0eb86d8582a4a7025fc16c9549 200w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=640544b78636ba20094642df8b277019909888eb 100w\" alt=\"\" sizes=\"(min-width: 981px) 980px, 100vw\" loading=\"lazy\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 1536\"/></div></div><div class=\"hyperion-css-1hlrz9z\"><div class=\"teaser-label hyperion-css-52yh2p\">KOMMENTAR<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-10-12T15:05:28Z\" aria-label=\"2025-10-12T15:05:28Z\" pubdate=\"pubdate\">12. oktober</time></div></div></div><div class=\"default hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk</h2></div></div></a></li></ol></div></div><div id=\"widget-inline-list\" class=\"extendedContent paywall hyperion-css-1wv24dq\"><div class=\"bundle 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Jeg er mer optimistisk enn jeg var for et Ã¥r siden med tanke pÃ¥ Ã¥ lÃ¸se dette, sier professoren fra Canada. \"},\"byline\":{\"title\":\"Foto: Ãyvind Tveter \\u002F 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dette mannen med lÃ¸sningen?\"}},{\"type\":\"text\",\"text\":{\"value\":\"Yoshua Bengio er ikke bare verdens mest siterte forsker. 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Kristian BjÃ¸rkeng\"},\"originatorId\":\"afc879ad-6873-47a6-98d2-69b664287416\"}],\"externalClassName\":\"paywall\"},\"text-timestamp\":{\"type\":\"text\",\"subtype\":\"timestamp\",\"text\":{\"value\":\"Publisert: 12.11.2025 22:03\",\"markup\":[]},\"friendly\":false,\"top\":true,\"showPublished\":true,\"externalClassName\":\"paywall\",\"lazy\":false},\"newsletter-signup\":{\"type\":\"newsletter-signup\",\"newsletterPublication\":\"ap\",\"newsletterId\":\"5272064d-7078-4c71-bfcd-08c95f5a507e\",\"newsletterName\":\"Morgenbrief\",\"newsletterDescription\":\"FÃ¥ en kjapp oversikt over de stÃ¸rste nyhetene, rett i innboksen, hver morgen.\",\"newsletterSignupMessage\":\"Takk, din pÃ¥melding er registrert. Administrer dine nyhetsbrev pÃ¥ \\\"Min side\\\".\",\"needsSubscription\":false,\"subscriptionUrl\":\"https:\\u002F\\u002Fkundeportal.aftenposten.no\\u002Fs\\u002Fbliabonnent?referer=AP-u-u_nyhetsbrevportal_Norskpolitikk_nocampaign\",\"secondaryNewsletter\":{\"newsletterPublication\":\"ap\",\"newsletterId\":\"15677390-6580-46d1-ad6e-97aa167e151c\",\"newsletterName\":\"Alstadheims analyse\",\"newsletterDescription\":\"Et underholdende nyhetsbrev om norsk politikk.\",\"needsSubscription\":true},\"externalClassName\":\"paywall\"},\"news-summary\":{\"type\":\"news-summary\",\"components\":[{\"type\":\"text\",\"text\":{\"value\":\"Yoshua Bengio, verdens mest siterte forsker, mener Ã¥ ha lÃ¸sningen for sikker bruk av kraftig KI.\",\"markup\":[]}},{\"type\":\"text\",\"text\":{\"value\":\"Han har utviklet teknologien Â«AI ScientistÂ», som skal kontrollere andre modeller for Ã¥ sikre menneskelig kontroll.\",\"markup\":[]}},{\"type\":\"text\",\"text\":{\"value\":\"Bengio advarer om at Europa og Canada raskt mÃ¥ satse stort pÃ¥ KI for ikke Ã¥ miste Ã¸konomisk og politisk selvstendighet.\",\"markup\":[]}}],\"externalClassName\":\"paywall\"},\"braze-content-card\":{\"type\":\"braze-content-card\",\"externalClassName\":\"paywall\"},\"article-marker-content-start\":{\"type\":\"article-marker\",\"subtype\":\"content-start\",\"externalClassName\":\"paywall\"},\"text\":{\"type\":\"text\",\"text\":{\"value\":\"I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥.\"},\"externalClassName\":\"paywall\"},\"text-0\":{\"type\":\"text\",\"text\":{\"value\":\"Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle oss â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  \",\"markup\":[{\"type\":\"style:em\",\"offset\":109,\"length\":3}]},\"externalClassName\":\"paywall\"},\"fact\":{\"type\":\"fact\",\"title\":{\"value\":\"Yoshua Bengio\"},\"components\":[{\"type\":\"text\",\"text\":{\"value\":\"Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. \"}},{\"type\":\"text\",\"text\":{\"value\":\"Alle de tre gudfedrene var del av det samme kanadiske KI-forskningsprogrammet pÃ¥ 90-tallet. \"}},{\"type\":\"text\",\"text\":{\"value\":\"Bengio er ikke bare verdens mest siterte KI-forsker, men ogsÃ¥ den mest siterte pÃ¥ tvers av alle fagfelter. \",\"markup\":[{\"type\":\"link:external\",\"offset\":20,\"length\":31,\"uri\":\"https:\\u002F\\u002Fwww.adscientificindex.com\\u002Fcitation-ranking\\u002F\",\"relationships\":[\"nofollow\",\"noreferrer\"]}]}},{\"type\":\"text\",\"text\":{\"value\":\"Professoren er den eneste av de tre som ikke har hoppet av akademia for Ã¥ bli slukt av big tech-selskaper. \"}}],\"externalClassName\":\"paywall\"},\"text-1\":{\"type\":\"text\",\"text\":{\"value\":\"62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. \"},\"externalClassName\":\"paywall\"},\"text-heading\":{\"type\":\"text\",\"text\":{\"value\":\"Bare litt over to Ã¥r til\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-2\":{\"type\":\"text\",\"text\":{\"value\":\"OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere.\"},\"externalClassName\":\"paywall\"},\"text-3\":{\"type\":\"text\",\"text\":{\"value\":\"Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt.\"},\"externalClassName\":\"paywall\"},\"image\":{\"caption\":{\"value\":\"Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.\"},\"byline\":{\"title\":\"Foto: Ãyvind Tveter \\u002F Aftenposten\"},\"imageAsset\":{\"id\":\"38ba6ab8-113a-446e-877e-769a0e339b23\",\"size\":{\"width\":7094,\"height\":4732},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=1366&w=2048&s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819\",\"width\":2048,\"height\":1366},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=961&w=1440&s=e733365c1802be70742b203798aa9eec7d9e4ce8\",\"width\":1440,\"height\":961},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=683&w=1024&s=9bb652901e7be2416dfde676794ee2da548c66f6\",\"width\":1024,\"height\":683},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=654&w=980&s=ad7436bec2b9f9b9fd2029b927089837a0e98812\",\"width\":980,\"height\":654},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=520&w=780&s=610847f626fcdd7061f5ee11103d8ae14b0f77ca\",\"width\":780,\"height\":520},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=387&w=580&s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e\",\"width\":580,\"height\":387},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=253&w=380&s=f7131311bfe9b5379f7f864520e1279f41e73d27\",\"width\":380,\"height\":253},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=133&w=200&s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9\",\"width\":200,\"height\":133},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=67&w=100&s=51d2a1e67b555c2f475c102e978f67b98e07299f\",\"width\":100,\"height\":67}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-4\":{\"type\":\"text\",\"text\":{\"value\":\"â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. \"},\"externalClassName\":\"paywall\"},\"text-5\":{\"type\":\"text\",\"text\":{\"value\":\"Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. \"},\"externalClassName\":\"paywall\"},\"text-6\":{\"type\":\"text\",\"text\":{\"value\":\"Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. \"},\"externalClassName\":\"paywall\"},\"image-7\":{\"caption\":{\"value\":\"Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.\"},\"byline\":{\"title\":\"Foto: JASON HENRY \\u002F NYT\"},\"imageAsset\":{\"id\":\"2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b\",\"size\":{\"width\":3600,\"height\":2354},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=1339&w=2048&s=805effcd3d9434788a115078d98671df655bec80\",\"width\":2048,\"height\":1339},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=942&w=1440&s=320e54b787d87a33109eb255c79ce044cdc1f1c3\",\"width\":1440,\"height\":942},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=670&w=1024&s=19a1bff7a3b1f087984036f67d3720172ea78c7d\",\"width\":1024,\"height\":670},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=641&w=980&s=cb7d910c9955befc7dce02fcb141e5f7600baf0f\",\"width\":980,\"height\":641},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=510&w=780&s=c7ff75ffc866fb37d3e3509077404acbb1936662\",\"width\":780,\"height\":510},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=379&w=580&s=af328116f94a976f40144e9445eb2982e7d69c50\",\"width\":580,\"height\":379},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=248&w=380&s=c2472777afd6e07a58657e44bb19750259e68003\",\"width\":380,\"height\":248},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=131&w=200&s=b54b7594dc7a34b568875f90c5c7bd046336bcf2\",\"width\":200,\"height\":131},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=65&w=100&s=11c5b57ffdac741d3b86fdb47e389a800ffb5056\",\"width\":100,\"height\":65}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-8\":{\"type\":\"text\",\"text\":{\"value\":\"Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. \"},\"externalClassName\":\"paywall\"},\"text-heading-9\":{\"type\":\"text\",\"text\":{\"value\":\"Er smart lik god?\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-10\":{\"type\":\"text\",\"text\":{\"value\":\"Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. \"},\"externalClassName\":\"paywall\"},\"text-11\":{\"type\":\"text\",\"text\":{\"value\":\"â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio.\"},\"externalClassName\":\"paywall\"},\"image-12\":{\"caption\":{\"value\":\"Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. \"},\"byline\":{\"title\":\"Foto: Ãyvind Tveter \\u002F Aftenposten\"},\"imageAsset\":{\"id\":\"91ee0b07-ce53-40e3-9370-77eecdbbff35\",\"size\":{\"width\":5464,\"height\":8192},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=3071&w=2048&s=06cacfe7818021dc5078a63a6abd9deea3165fd0\",\"width\":2048,\"height\":3071},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=2159&w=1440&s=bceeac455ffb71f2254c523fb3dcde4e80d59785\",\"width\":1440,\"height\":2159},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1535&w=1024&s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a\",\"width\":1024,\"height\":1535},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1469&w=980&s=1e5fed434a366fbec3a65580b7125d7b35a84911\",\"width\":980,\"height\":1469},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1169&w=780&s=4117234ec62b1057a0ca4a8fd53b02384a4417f5\",\"width\":780,\"height\":1169},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=870&w=580&s=68ad4900aee93f4144e66200684e5187017cfbf4\",\"width\":580,\"height\":870},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=570&w=380&s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d\",\"width\":380,\"height\":570},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=300&w=200&s=d291b7e08beeb1c9cde4ae275efd4259131e299d\",\"width\":200,\"height\":300},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=150&w=100&s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03\",\"width\":100,\"height\":150}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"fullWidthMobile\",\"withGutters\":false},\"text-13\":{\"type\":\"text\",\"text\":{\"value\":\"Han ser likevel seg selv som en agnostiker.\"},\"externalClassName\":\"paywall\"},\"text-14\":{\"type\":\"text\",\"text\":{\"value\":\"â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. \"},\"externalClassName\":\"paywall\"},\"text-15\":{\"type\":\"text\",\"text\":{\"value\":\"Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. \"},\"externalClassName\":\"paywall\"},\"text-16\":{\"type\":\"text\",\"text\":{\"value\":\"Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. \"},\"externalClassName\":\"paywall\"},\"image-17\":{\"caption\":{\"value\":\"Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.\"},\"byline\":{\"title\":\"Foto: Christoffer Redmund Chinhengo Hals\\u002FUiO\"},\"imageAsset\":{\"id\":\"d16d9d77-93f5-4ef1-9943-3f24c7cdd12b\",\"size\":{\"width\":6960,\"height\":4640},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=1365&w=2048&s=2c668c0a1c250b16584db9c6ca960c737adb6bf8\",\"width\":2048,\"height\":1365},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=960&w=1440&s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2\",\"width\":1440,\"height\":960},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=683&w=1024&s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57\",\"width\":1024,\"height\":683},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=653&w=980&s=e03ebf656803bdf97d278c4f33f6d777c77be6b2\",\"width\":980,\"height\":653},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=520&w=780&s=dc1f5d998877b3c5c2e681722c528330713ef4ba\",\"width\":780,\"height\":520},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=387&w=580&s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b\",\"width\":580,\"height\":387},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=253&w=380&s=4de503513713f4143a23da0fe878b046d8b24753\",\"width\":380,\"height\":253},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=133&w=200&s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a\",\"width\":200,\"height\":133},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=67&w=100&s=e96c3ca2840ab3006cda5af3236ef80225796f1a\",\"width\":100,\"height\":67}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-18\":{\"type\":\"text\",\"text\":{\"value\":\"Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. \"},\"externalClassName\":\"paywall\"},\"text-19\":{\"type\":\"text\",\"text\":{\"value\":\"IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. \"},\"externalClassName\":\"paywall\"},\"text-20\":{\"type\":\"text\",\"text\":{\"value\":\"â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?\",\"markup\":[{\"type\":\"style:em\",\"offset\":0,\"length\":226}]},\"externalClassName\":\"paywall\"},\"text-21\":{\"type\":\"text\",\"text\":{\"value\":\"â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene fÃ¸r de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. \",\"markup\":[{\"type\":\"style:em\",\"offset\":66,\"length\":3}]},\"externalClassName\":\"paywall\"},\"text-22\":{\"type\":\"text\",\"text\":{\"value\":\"Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere.\"},\"externalClassName\":\"paywall\"},\"text-heading-23\":{\"type\":\"text\",\"text\":{\"value\":\"Ikke-kommersiell startup\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-24\":{\"type\":\"text\",\"text\":{\"value\":\"Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  \"},\"externalClassName\":\"paywall\"},\"text-25\":{\"type\":\"text\",\"text\":{\"value\":\"Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  \"},\"externalClassName\":\"paywall\"},\"text-26\":{\"type\":\"text\",\"text\":{\"value\":\"â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio.\"},\"externalClassName\":\"paywall\"},\"image-27\":{\"caption\":{\"value\":\"Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.\"},\"byline\":{\"title\":\"Foto: Christoffer Redmund Chinhengo Hals\"},\"imageAsset\":{\"id\":\"368c55fb-7e83-44bc-bc14-4f8f31455794\",\"size\":{\"width\":6960,\"height\":4640},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=1365&w=2048&s=d3ea5447f9bad998478c377fe130fe73b2f3c951\",\"width\":2048,\"height\":1365},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=960&w=1440&s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c\",\"width\":1440,\"height\":960},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=683&w=1024&s=9e3587b63242a181552eecf67d5ea093ad484129\",\"width\":1024,\"height\":683},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=653&w=980&s=cfdfe6da2d2d7d9b86970a597186d31df070a95e\",\"width\":980,\"height\":653},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=520&w=780&s=06b080e0ed45059d88c1d912cae3b50da3cb4dff\",\"width\":780,\"height\":520},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=387&w=580&s=ae5b994806cfc90124c363aba073606a706c4521\",\"width\":580,\"height\":387},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=253&w=380&s=417dfb4df14eb1521acc47991649115b7073438f\",\"width\":380,\"height\":253},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=133&w=200&s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4\",\"width\":200,\"height\":133},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=67&w=100&s=3180e321d337bc01f2d075f82ee109cc60abacdf\",\"width\":100,\"height\":67}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-28\":{\"type\":\"text\",\"text\":{\"value\":\"I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?\"},\"externalClassName\":\"paywall\"},\"text-29\":{\"type\":\"text\",\"text\":{\"value\":\"â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt.\"},\"externalClassName\":\"paywall\"},\"text-30\":{\"type\":\"text\",\"text\":{\"value\":\"Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?\"},\"externalClassName\":\"paywall\"},\"text-31\":{\"type\":\"text\",\"text\":{\"value\":\"â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio.\"},\"externalClassName\":\"paywall\"},\"article-marker-end\":{\"type\":\"article-marker\",\"subtype\":\"end\",\"externalClassName\":\"paywall\"},\"widget-brand-metrics-survey\":{\"type\":\"widget\",\"subtype\":\"brand-metrics-survey\",\"key\":\"brand-metrics-survey\",\"externalClassName\":\"paywall\",\"impressionTracking\":{\"object\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey\",\"@type\":\"UIElement\",\"spt:custom\":{\"position\":{\"bundlePosition\":1,\"columnName\":\"main\"},\"layout\":{}},\"elementType\":\"Widget\",\"layout\":{},\"page\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4\",\"@type\":\"Article\",\"url\":\"https:\\u002F\\u002Fwww.aftenposten.no\\u002Fnorge\\u002Fi\\u002FwgyJe4\\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"},\"placement\":{\"primaryPosition\":1,\"columnName\":\"main\",\"source\":\"brand-metrics-survey\"}},\"target\":{}},\"clickTracking\":{\"object\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey\",\"@type\":\"UIElement\",\"spt:custom\":{\"position\":{\"bundlePosition\":1,\"columnName\":\"main\"},\"layout\":{}},\"elementType\":\"Widget\",\"layout\":{},\"page\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4\",\"@type\":\"Article\",\"url\":\"https:\\u002F\\u002Fwww.aftenposten.no\\u002Fnorge\\u002Fi\\u002FwgyJe4\\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"},\"placement\":{\"primaryPosition\":1,\"columnName\":\"main\",\"source\":\"brand-metrics-survey\"}},\"target\":{},\"action\":\"Click\"}},\"cta-box-cta-box-bottom\":{\"type\":\"cta-box\",\"subtype\":\"cta-box-bottom\",\"disableFreeArticleSharing\":false,\"externalClassName\":\"paywall\"},\"widget-recirculation-matrix\":{\"type\":\"widget\",\"subtype\":\"recirculation-matrix\",\"key\":\"related-articles\",\"title\":{\"value\":\"Les videre\"},\"items\":[{\"type\":\"bundle\",\"subtype\":\"related-articles\",\"items\":[{\"type\":\"teaser\",\"subtype\":\"medium\",\"layout\":\"medium\",\"target\":{\"type\":\"link:internal\",\"uri\":\"article:8q3GQw\",\"expandedUri\":\"https:\\u002F\\u002Fwww.aftenposten.no\\u002Fkultur\\u002Fi\\u002F8q3GQw\\u002Flanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende\"},\"title\":{\"value\":\"Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r\"},\"standfirst\":{\"value\":\"Kan Norge ende opp som Venezuela eller Nigeria pÃ¥ grunn av KI-utviklingen? 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For tiden fokuserer jeg pÃ¥ generativ kunstig intelligens og de mange problemene og mulighetene denne nye teknologien skaper for oss mennesker. \\n\\n\\n**Bakgrunn:**\\nJeg er fÃ¸dt i 1969 og vokste opp i Trondheim. Siden jeg ble ansatt i Aftenposten i 1994, har jeg jobbet bÃ¥de som nyhetsreporter, anmelder, kommentator, programleder i web-TV, podkast-vert og som featurejournalist. Hele veien har kultur og teknologi vÃ¦rt mine hovedstolper. Jeg opptrer nÃ¥ som ekspert pÃ¥ teknologi bÃ¥de i Aftenpostens egne medier og i eksterne medier, og jeg holder ogsÃ¥ foredrag pÃ¥ feltet. Jeg har utgitt tre bÃ¸ker i skjÃ¦ringspunktet mellom mennesker og teknologi. Siste bÃ¸ker: Â«Knekk ChatGPT-kodenÂ» (2023) og Â«Kunstig intelligens â den usynlige revolusjonenÂ» (2018). Jeg har en bachelor i litteraturvitenskap fra NTNU, med blant annet kunsthistorie og historie i fagkretsen.\\n\\n**Presseetikk:**\\nI Aftenposten er vi opptatt av Ã¥ fÃ¸lge bestemmelsene i [VÃ¦r Varsom-plakaten](https:\\u002F\\u002Fpresse.no\\u002Fpfu\\u002Fetiske-regler\\u002Fvaer-varsom-plakaten\\u002F) og [Aftenpostens presseetiske husregler](https:\\u002F\\u002Fwww.aftenposten.no\\u002Fslik-jobber-vi-i-aftenposten\\u002Fi\\u002FXbXpOx\\u002Faftenpostens-presseetiske-regler). 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Magnus Nordrum Riseng\",\"description\":\"**Hva jeg dekker:**\\n\\nJeg jobber i Aftenpostens samfunn-redaksjon, der jeg skriver om helse og oppvekst. Dette innebÃ¦rer Ã¥ se pÃ¥ hvordan barn og unge pÃ¥virkes av KI og skjermer, hvordan det gÃ¥r med guttene, om barn bÃ¸r fÃ¥ slankemedisiner, og selvsagt mye, mye mer. \\n\\n\\n**Hvem jeg er:**\\n\\nJeg er fÃ¸dt i 1985, og vokste opp i Ski utenfor Oslo. Der hadde jeg, med unntak av en runde kreft i 3-Ã¥rs-alderen, en sÃ¦rdeles harmonisk og ordinÃ¦r oppvekst. Men selv om jeg ble bitt av journalistbasillen, kom jeg aldri inn pÃ¥ journaliststudiet. SÃ¥ i 2007 ble det medievitenskap ved NTNU i Trondheim, som jeg sÃ¸kte meg til nesten kun pÃ¥ grunn av det beryktede studentmiljÃ¸et. \\n\\nDer hadde jeg noen usedvanlig artige og lÃ¦rerike Ã¥r som journalist og reportasjeredaktÃ¸r i studentavisen Under Dusken. Etter Ã¥ ha fÃ¥tt mine fÃ¸rste frilans-artikler pÃ¥ trykk i A-magasinet (der jeg drÃ¸mte om Ã¥ fÃ¥ jobbe en dag), dro jeg i 2010 til USA for Ã¥ ta en mastergrad i journalistikk ved Boston University. \\n\\nI 2021 fikk jeg fast jobb i Aftenposten, da som journalist i A-magasinet.\\n\\n\\n**Etikk og kontakt:**\\n\\nSom journalist i Aftenposten fÃ¸lger jeg naturligvis [bestemmelsene i VÃ¦r varsom-plakaten](https:\\u002F\\u002Fpresse.no\\u002Fpfu\\u002Fetiske-regler\\u002Fvaer-varsom-plakaten\\u002F) og [Aftenpostens pressetiske husregler](https:\\u002F\\u002Fwww.aftenposten.no\\u002Fslik-jobber-vi-i-aftenposten\\u002Fi\\u002FXbXpOx\\u002Faftenpostens-presseetiske-regler), som innebÃ¦rer at jeg ikke kan handle aksjer, aldri betaler kilder for intervjuer, og en hel del annet. 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   "source_updated_at" : "2025-11-12 21:03:04",
   "summary" : "Yoshua Bengio er ikke bare verdens mest siterte forsker. Nå mener han også å ha funnet ut hvordan vi kan tøyle den…",
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   "title" : "Verdens mest anerkjente KI-forsker frykter det han har skapt: – Legg flere nuller på satsingen!",
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Version 1 2025-11-12 21:27:23

Verdens mest anerkjente KI-professor er bekymret hva KI kan finne på. – Men nå tror jeg at jeg har en løsning.

NEW

Published: 2025-11-12 21:03:04 Updated: 2025-11-12 21:03:04

📝 Summary

Yoshua Bengio er ikke bare verdens mest siterte forsker. Nå mener han også å ha funnet ut hvordan vi kan tøyle den…

🖼️ Image

Verdens mest anerkjente KI-professor er bekymret hva KI kan finne på. – Men nå tror jeg at jeg har en løsning.

URL: https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&format=auto&h=1365&w=2048&s=4749b8da5f81c91f1044086c0955d92f28796afc

🔍 All Metadata (JSON)

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            <title><![CDATA[Verdens mest anerkjente KI-professor er bekymret hva KI kan finne på. – Men nå tror jeg at jeg har en løsning.]]></title>
            <link>https://www.aftenposten.no/norge/i/wgyJe4/ki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens</link>
            <guid>https://www.aftenposten.no/i/wgyJe4</guid>
            <pubDate>Wed, 12 Nov 2025 21:03:04 GMT</pubDate>
            <description><![CDATA[Yoshua Bengio er ikke bare verdens mest siterte forsker. Nå mener han også å ha funnet ut hvordan vi kan tøyle den…]]></description>
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    <title data-rh="true">KI-professor Yoshua Bengio med ny teknologi for trygg kunstig intelligens</title>
    <meta data-rh="true" name="robots" content="noarchive"/><meta data-rh="true" name="robots" content="max-image-preview:large"/><meta data-rh="true" name="description" content="Yoshua Bengio mener hans nye AI Scientist kan sikre fremtidens kraftige KI-modeller. NÃ¥ ber han Europa handle raskt fÃ¸r USA og Kina tar full kontroll."/><meta data-rh="true" property="og:type" content="article"/><meta data-rh="true" property="og:url" content="https://www.aftenposten.no/norge/i/wgyJe4/ki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens"/><meta data-rh="true" property="og:title" content="Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning."/><meta data-rh="true" property="twitter:title" content="Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning."/><meta data-rh="true" property="fb:app_id" content="1817373088487050"/><meta data-rh="true" property="og:image" content="https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=4749b8da5f81c91f1044086c0955d92f28796afc"/><meta data-rh="true" property="og:image:width" content="2048"/><meta data-rh="true" property="og:image:height" content="1365"/><meta data-rh="true" property="twitter:image" content="https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=4749b8da5f81c91f1044086c0955d92f28796afc"/><meta data-rh="true" property="twitter:card" content="summary_large_image"/><meta data-rh="true" property="article:published_time" content="2025-11-12T21:03:04Z"/><meta data-rh="true" property="article:modified_time" content="2025-11-12T14:16:21Z"/><meta data-rh="true" property="og:description" content="Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien."/><meta data-rh="true" property="twitter:description" content="Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien."/>
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</div><div id="main" role="main" class="hyperion-css-c9g7d0"><div class="hyperion-css-roozon"></div><div class="hyperion-css-yck6b5"><div class="page-layout-supertop hyperion-css-1499hb2"></div><div class="hyperion-css-dz5hzo"><article class="article-wrapper-wgyJe4"><div class="intro-v-side-by-side light fullScreenTop paywall hyperion-css-18w5iwl" data-test-tag="intro-v-side-by-side"><div class="hyperion-css-1t1cawa"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5" srcSet="https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5 2048w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=c6b4ad56fc550489d23f6674930b02da085d0bfc 1440w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=c3120202c6f77d167f27ba7269fe3c915aab4403 1024w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=b10b452c5b2bfb0e5755596a0133b8554e554347 980w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=db67920307994fd45be80b371ecf359a8ea32490 780w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=ac153d765f2515968939bbb420e1b097e5016753 580w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=31f52692875a983687b66372c34dbd7bca305f89 380w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d8cd3a2aca2f8133e098f68fdf895a49e5ab875d 200w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=28ff17857a614d9ac33bab8d2d3119286b54c2e0 100w" alt="" sizes="100vw" fetchpriority="auto" style="aspect-ratio:2048 / 3070"/><figcaption class="simple-image-byline hyperion-css-1dpib94"><span>Foto: Ãyvind Tveter / Aftenposten</span></figcaption></div><div class="hyperion-css-16hxfwi"><div class="default running-head hyperion-css-fcp303" data-test-tag="running-head"><div class="hyperion-css-7enjca"><a data-test-tag="internal-link" href="/norge" class="hyperion-css-1raymq9" rel="" target="" aria-label="Norge">Norge</a></div><div class="hyperion-css-semo9s"><a data-test-tag="internal-link" href="/tag/ki" class="hyperion-css-1raymq9" rel="" target="" aria-label="KI">KI</a></div></div><h1 class="intro-title intro-title-large">Er dette mannen med lÃ¸sningen?</h1><p class="intro-lead">Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.</p></div></div><div class="hyperion-css-ytalhi"><div class="hyperion-css-upuxee"><div class="contentWidth paywall hyperion-css-eemj7d"><div class="hyperion-css-152x5og"><div class="hyperion-css-1xdhyk6"></div></div></div></div><div class="hyperion-css-6kzd76"></div></div><div class="paywall hyperion-css-1ej05iu"><div class="hyperion-css-qwp0ac" data-test-tag="byline" data-testid="byline"><ul data-test-tag="byline:authors" data-testid="byline:authors" class="hyperion-css-1772xtw"><li class="hyperion-css-b8p8ys"><a title="Se journalistens profil: Per Kristian BjÃ¸rkeng" aria-label="Se journalistens profil: Per Kristian BjÃ¸rkeng" href="http://aftenposten.no/av/per-kristian-bjoerkeng-7" class="hyperion-css-1x0qoq7"><div class="hyperion-css-y7i40o"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c" srcSet="https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c 2048w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1440&amp;w=1440&amp;s=17b090f18871aa79065489c2a76a8be8425b341c 1440w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1024&amp;w=1024&amp;s=83c83ea54b3f324e4f7bf1bac3c41d0d9e2ed33d 1024w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=980&amp;w=980&amp;s=e4c98b9ca540d89cf1a8032b73b31708a8a3c9f1 980w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=780&amp;w=780&amp;s=0ad77f369a9de8228c36005b83470e8f28e68e8b 780w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=580&amp;w=580&amp;s=4246d75c7c6d59578df8fc2329625655dcdb21c9 580w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=380&amp;w=380&amp;s=72b6ceae60f1a93971c024944c869f5413c31428 380w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=200&amp;w=200&amp;s=f484ae6450aa68bf2769508acf50f3515aada57e 200w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=100&amp;w=100&amp;s=7057fa34ae9508547860d015d34a5555bd6c0b33 100w" alt="Per Kristian BjÃ¸rkeng" sizes="(min-width: 740px) 740px, 100vw" fetchpriority="auto" style="aspect-ratio:2048 / 2048"/></div><div class="hyperion-css-0"><span class="byline-name hyperion-css-1cn5stf" data-test-tag="byline:author-name" data-testid="byline:author-name">Per Kristian BjÃ¸rkeng</span><div class="hyperion-css-lc8ynt">Teknologijournalist</div></div></a></li></ul></div></div><div class="paywall hyperion-css-okzep" data-test-tag="timestamp"><div><time itemProp="datePublished" dateTime="2025-11-12T21:03:04Z" aria-label="Publisert: 12.11.2025 22:03">Publisert: 12.11.2025 22:03</time></div></div><p class="paywall hyperion-css-1j42uic">I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥.</p><p class="paywall hyperion-css-1j42uic">Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle <em>oss</em> â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  </p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_1" class="advertory-aftenposten-netboard__article"></div></div><aside class="default paywall factbox-collapsed hyperion-css-100mm37" data-test-tag="factbox" aria-label="Fakta"><header class="hyperion-css-0"><h2 class="hyperion-css-1wr3f93">Yoshua Bengio</h2></header><div id="factContent11-fact" class="factbox-body-wrapper hyperion-css-897noe"><p class="hyperion-css-ffjyk2">Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. </p></div><button class="default button hyperion-css-lpg8j4" aria-label="Vis mer" aria-controls="factContent11-fact" aria-expanded="false" type="button"><span class="text hyperion-css-1r5gb7q">Vis mer</span><div class="hyperion-css-0"></div></button></aside><p class="paywall hyperion-css-1j42uic">62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. </p><h2 class="paywall hyperion-css-npxxyf" data-test-tag="paragraph-header">Bare litt over to Ã¥r til</h2><p class="paywall hyperion-css-1j42uic">OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere.</p><p class="paywall hyperion-css-1j42uic">Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt.</p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819" srcSet="https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819 2048w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=961&amp;w=1440&amp;s=e733365c1802be70742b203798aa9eec7d9e4ce8 1440w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9bb652901e7be2416dfde676794ee2da548c66f6 1024w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=654&amp;w=980&amp;s=ad7436bec2b9f9b9fd2029b927089837a0e98812 980w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=610847f626fcdd7061f5ee11103d8ae14b0f77ca 780w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e 580w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=f7131311bfe9b5379f7f864520e1279f41e73d27 380w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9 200w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=51d2a1e67b555c2f475c102e978f67b98e07299f 100w" alt="Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1366"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. </p><p class="paywall hyperion-css-1j42uic">Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. </p><p class="paywall hyperion-css-1j42uic">Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. </p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80" srcSet="https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80 2048w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=942&amp;w=1440&amp;s=320e54b787d87a33109eb255c79ce044cdc1f1c3 1440w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=670&amp;w=1024&amp;s=19a1bff7a3b1f087984036f67d3720172ea78c7d 1024w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=641&amp;w=980&amp;s=cb7d910c9955befc7dce02fcb141e5f7600baf0f 980w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=510&amp;w=780&amp;s=c7ff75ffc866fb37d3e3509077404acbb1936662 780w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=379&amp;w=580&amp;s=af328116f94a976f40144e9445eb2982e7d69c50 580w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=248&amp;w=380&amp;s=c2472777afd6e07a58657e44bb19750259e68003 380w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=131&amp;w=200&amp;s=b54b7594dc7a34b568875f90c5c7bd046336bcf2 200w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=65&amp;w=100&amp;s=11c5b57ffdac741d3b86fdb47e389a800ffb5056 100w" alt="Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1339"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.</span><span class="image-byline hyperion-css-161dy2i"> Foto: JASON HENRY / NYT</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. </p><h2 class="paywall hyperion-css-npxxyf" data-test-tag="paragraph-header">Er smart lik god?</h2><p class="paywall hyperion-css-1j42uic">Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. </p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_2" class="advertory-aftenposten-netboard__article"></div></div><p class="paywall hyperion-css-1j42uic">â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio.</p><figure data-test-tag="image" class="image fullWidthMobile portrait hyperion-css-ezxrqu"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0" srcSet="https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0 2048w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=bceeac455ffb71f2254c523fb3dcde4e80d59785 1440w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a 1024w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=1e5fed434a366fbec3a65580b7125d7b35a84911 980w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=4117234ec62b1057a0ca4a8fd53b02384a4417f5 780w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=68ad4900aee93f4144e66200684e5187017cfbf4 580w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d 380w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d291b7e08beeb1c9cde4ae275efd4259131e299d 200w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03 100w" alt="Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. " sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 3071"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">Han ser likevel seg selv som en agnostiker.</p><p class="paywall hyperion-css-1j42uic">â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. </p><p class="paywall hyperion-css-1j42uic">Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. </p><p class="paywall hyperion-css-1j42uic">Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. </p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8" srcSet="https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8 2048w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2 1440w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57 1024w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=e03ebf656803bdf97d278c4f33f6d777c77be6b2 980w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=dc1f5d998877b3c5c2e681722c528330713ef4ba 780w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b 580w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=4de503513713f4143a23da0fe878b046d8b24753 380w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a 200w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=e96c3ca2840ab3006cda5af3236ef80225796f1a 100w" alt="Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1365"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Christoffer Redmund Chinhengo Hals/UiO</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. </p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_3" class="advertory-aftenposten-netboard__article"></div></div><p class="paywall hyperion-css-1j42uic">IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. </p><p class="paywall hyperion-css-1j42uic"><em>â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?</em></p><p class="paywall hyperion-css-1j42uic">â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene <em>fÃ¸r</em> de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. </p><p class="paywall hyperion-css-1j42uic">Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere.</p><h2 class="paywall hyperion-css-npxxyf" data-test-tag="paragraph-header">Ikke-kommersiell startup</h2><p class="paywall hyperion-css-1j42uic">Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  </p><p class="paywall hyperion-css-1j42uic">Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  </p><p class="paywall hyperion-css-1j42uic">â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio.</p><figure data-test-tag="image" class="image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi"><img class="image-asset hyperion-css-u06ts1" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951" srcSet="https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951 2048w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c 1440w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9e3587b63242a181552eecf67d5ea093ad484129 1024w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=cfdfe6da2d2d7d9b86970a597186d31df070a95e 980w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=06b080e0ed45059d88c1d912cae3b50da3cb4dff 780w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=ae5b994806cfc90124c363aba073606a706c4521 580w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=417dfb4df14eb1521acc47991649115b7073438f 380w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4 200w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=3180e321d337bc01f2d075f82ee109cc60abacdf 100w" alt="Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til." sizes="(min-width: 380px) 980px, 100vw" loading="eager" fetchpriority="high" style="aspect-ratio:2048 / 1365"/><figcaption class="image-figcaption hyperion-css-1ksg4fz" data-test-tag="image:caption"><span class="image-caption" aria-hidden="true">Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.</span><span class="image-byline hyperion-css-161dy2i"> Foto: Christoffer Redmund Chinhengo Hals</span></figcaption></figure><p class="paywall hyperion-css-1j42uic">I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?</p><div class="advertory-aftenposten-netboard-wrapper__article "><div id="netboard_4" class="advertory-aftenposten-netboard__article"></div></div><p class="paywall hyperion-css-1j42uic">â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt.</p><p class="paywall hyperion-css-1j42uic">Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?</p><p class="paywall hyperion-css-1j42uic">â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio.</p></article><div id="brandmetrics-survey" class="advertory-brandmetrics-survey"></div><div class="hyperion-css-1yxx8oe"><div class="hyperion-css-1jbnpry"><button type="button" title="Kopier URL til utklippstavle" aria-label="Kopier URL til utklippstavle" class="hyperion-css-pdsgro">Kopier lenke</button><a data-test-tag="internal-link" href="/tips" class="hyperion-css-1f62hkp" rel="" target="" aria-label="Tips oss">Tips oss</a></div></div><div id="widget-recirculation-matrix" class="extendedContent paywall hyperion-css-177q39v"><h2 class="hyperion-css-r57xc5" data-test-tag="widget:title">Les videre</h2><div class="bundle extendedContent hyperion-css-cbecqi"><ol class="hyperion-css-1700tdj"><li class="hyperion-css-1lcs599"><a data-test-tag="teaser-medium:link-internal" href="/kultur/i/8q3GQw/lanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende" class="imagePosition-top medium news-teaser hyperion-css-bvr9ut" rel="" target="" aria-label="Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r"><div class="hyperion-css-bjn8wh"><div class="hyperion-css-1k8sl4j"><img class="image-asset hyperion-css-11ojsy8" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8" srcSet="https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8 1024w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=7437f65f91304a520b0894be4d3ab60d2cfd54ac 980w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=894d7236ef1b6aff0193d519a0c3b3f8f7f2611d 780w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=9f0162ce856b85c8f0b388745feb1350f0e4c686 580w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=ea0ccd515bc65ba69abd42135c64ae3efab5c717 380w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=9bae1ad1eb5adc04a63188f2bd1f7a33f874115a 200w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=940f27ef9f832c51d2013d81d03d7444ce9fd22c 100w" alt="" sizes="(min-width: 981px) 980px, 100vw" loading="lazy" fetchpriority="auto" style="aspect-ratio:1024 / 768"/></div></div><div class="hyperion-css-1hlrz9z"><div class="teaser-label hyperion-css-52yh2p">KULTUR<div class="timestamp friendly hyperion-css-10eh1jy" data-test-tag="timestamp"><span class="hyperion-css-ea91rp">Publisert:</span><div><time itemProp="datePublished" dateTime="2025-10-23T06:00:09Z" aria-label="2025-10-23T06:00:09Z" pubdate="pubdate">23. oktober</time></div></div></div><div class="default hyperion-css-1ucd1we"><h2 class="hyperion-css-1hyuqep">Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r</h2></div></div></a></li><li class="hyperion-css-1lcs599"><a data-test-tag="teaser-medium:link-internal" href="/norge/i/RzvEO8/norske-forskere-vil-gjoere-det-langt-lettere-aa-faa-barn-med-kunstig-befruktning" class="imagePosition-top medium feature-teaser hyperion-css-bvr9ut" rel="" target="" aria-label="De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort."><div class="hyperion-css-bjn8wh"><div class="hyperion-css-1k8sl4j"><img class="image-asset hyperion-css-n0x8x7" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536" srcSet="https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536 2048w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=765a9aeb0a10fea6e8be426cfaabb5166268bc8a 1440w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=8ff8366361ee18ac15e14784813bc37f5477d921 1024w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=80a1c460f02ecd892b6ab1c9d4f4795321a69915 980w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=09652f5db754055cbf4a8025640db12cce2f770f 780w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=8234ae79e59c3c73171298a66ed3cc4034ac5d1b 580w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=86e1f15add727ac92842d17a527bc71460496b2e 380w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=6b6b7453eea6108d11da86ccf90f444606dee9f4 200w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=56c6e854eef681736a49b4277822124c1213d1eb 100w" alt="" sizes="(min-width: 981px) 980px, 100vw" loading="lazy" fetchpriority="auto" style="aspect-ratio:2048 / 1536"/></div></div><div class="hyperion-css-1hlrz9z"><div class="teaser-label hyperion-css-52yh2p">NORGE<div class="timestamp friendly hyperion-css-10eh1jy" data-test-tag="timestamp"><span class="hyperion-css-ea91rp">Publisert:</span><div><time itemProp="datePublished" dateTime="2025-10-14T13:18:02Z" aria-label="2025-10-14T13:18:02Z" pubdate="pubdate">14. oktober</time></div></div></div><div class="default hyperion-css-1ucd1we"><h2 class="hyperion-css-1hyuqep">De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort.</h2></div></div></a></li><li class="hyperion-css-1lcs599"><div class="advertory-aftenposten-netboard-wrapper "><div id="netboard_recirc" class="advertory-aftenposten-netboard"></div></div></li><li class="hyperion-css-1lcs599"><a data-test-tag="teaser-medium:link-internal" href="/meninger/kommentar/i/kw2gLX/ki-utviklingen-ligner-mer-og-mer-pa-en-ny-opplysningstid-med-motsatt-fortegn" class="imagePosition-top medium opinion-teaser hyperion-css-bvr9ut" rel="" target="" aria-label="KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk"><div class="hyperion-css-bjn8wh"><div class="hyperion-css-1k8sl4j"><img class="image-asset hyperion-css-nv0wai" data-test-tag="image-asset" src="https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393" srcSet="https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393 2048w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=fb070eaf41ca597acc7b09ac41c8bca4f170d258 1440w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=d2bc7f83eb5d0b32b399b69aebbff08d0fc88955 1024w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=100b4da3f43231fa73fb5e69cf084c75cd4f6885 980w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=16482d1719a606fed7ed8e8dd1f0e650394046b6 780w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=89e667ebee3b9ef7d426c38d8d6e18a81ac74303 580w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=9f17ce3f8f243a111248e71fbb1ac3f7304d777e 380w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=285d29a8428e4f0eb86d8582a4a7025fc16c9549 200w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=640544b78636ba20094642df8b277019909888eb 100w" alt="" sizes="(min-width: 981px) 980px, 100vw" loading="lazy" fetchpriority="auto" style="aspect-ratio:2048 / 1536"/></div></div><div class="hyperion-css-1hlrz9z"><div class="teaser-label hyperion-css-52yh2p">KOMMENTAR<div class="timestamp friendly hyperion-css-10eh1jy" data-test-tag="timestamp"><span class="hyperion-css-ea91rp">Publisert:</span><div><time itemProp="datePublished" dateTime="2025-10-12T15:05:28Z" aria-label="2025-10-12T15:05:28Z" pubdate="pubdate">12. oktober</time></div></div></div><div class="default hyperion-css-1ucd1we"><h2 class="hyperion-css-1hyuqep">KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk</h2></div></div></a></li></ol></div></div><div id="widget-inline-list" class="extendedContent paywall hyperion-css-1wv24dq"><div class="bundle hyperion-css-6nuwex"><ol 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Kristian BjÃ¸rkeng"},"originatorId":"afc879ad-6873-47a6-98d2-69b664287416"}],"externalClassName":"paywall"},"text-timestamp":{"type":"text","subtype":"timestamp","text":{"value":"Publisert: 12.11.2025 22:03","markup":[]},"friendly":false,"top":true,"showPublished":true,"externalClassName":"paywall","lazy":false},"newsletter-signup":{"type":"newsletter-signup","newsletterPublication":"ap","newsletterId":"5272064d-7078-4c71-bfcd-08c95f5a507e","newsletterName":"Morgenbrief","newsletterDescription":"FÃ¥ en kjapp oversikt over de stÃ¸rste nyhetene, rett i innboksen, hver morgen.","newsletterSignupMessage":"Takk, din pÃ¥melding er registrert. Administrer dine nyhetsbrev pÃ¥ \"Min side\".","needsSubscription":false,"subscriptionUrl":"https:\u002F\u002Fkundeportal.aftenposten.no\u002Fs\u002Fbliabonnent?referer=AP-u-u_nyhetsbrevportal_Norskpolitikk_nocampaign","secondaryNewsletter":{"newsletterPublication":"ap","newsletterId":"15677390-6580-46d1-ad6e-97aa167e151c","newsletterName":"Alstadheims analyse","newsletterDescription":"Et underholdende nyhetsbrev om norsk politikk.","needsSubscription":true},"externalClassName":"paywall"},"news-summary":{"type":"news-summary","components":[{"type":"text","text":{"value":"Yoshua Bengio, verdens mest siterte forsker, mener Ã¥ ha lÃ¸sningen for sikker bruk av kraftig KI.","markup":[]}},{"type":"text","text":{"value":"Han har utviklet teknologien Â«AI ScientistÂ», som skal kontrollere andre modeller for Ã¥ sikre menneskelig kontroll.","markup":[]}},{"type":"text","text":{"value":"Bengio advarer om at Europa og Canada raskt mÃ¥ satse stort pÃ¥ KI for ikke Ã¥ miste Ã¸konomisk og politisk selvstendighet.","markup":[]}}],"externalClassName":"paywall"},"braze-content-card":{"type":"braze-content-card","externalClassName":"paywall"},"article-marker-content-start":{"type":"article-marker","subtype":"content-start","externalClassName":"paywall"},"text":{"type":"text","text":{"value":"I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥."},"externalClassName":"paywall"},"text-0":{"type":"text","text":{"value":"Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle oss â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  ","markup":[{"type":"style:em","offset":109,"length":3}]},"externalClassName":"paywall"},"fact":{"type":"fact","title":{"value":"Yoshua Bengio"},"components":[{"type":"text","text":{"value":"Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. "}},{"type":"text","text":{"value":"Alle de tre gudfedrene var del av det samme kanadiske KI-forskningsprogrammet pÃ¥ 90-tallet. "}},{"type":"text","text":{"value":"Bengio er ikke bare verdens mest siterte KI-forsker, men ogsÃ¥ den mest siterte pÃ¥ tvers av alle fagfelter. ","markup":[{"type":"link:external","offset":20,"length":31,"uri":"https:\u002F\u002Fwww.adscientificindex.com\u002Fcitation-ranking\u002F","relationships":["nofollow","noreferrer"]}]}},{"type":"text","text":{"value":"Professoren er den eneste av de tre som ikke har hoppet av akademia for Ã¥ bli slukt av big tech-selskaper. "}}],"externalClassName":"paywall"},"text-1":{"type":"text","text":{"value":"62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. "},"externalClassName":"paywall"},"text-heading":{"type":"text","text":{"value":"Bare litt over to Ã¥r til"},"subtype":"heading","externalClassName":"paywall"},"text-2":{"type":"text","text":{"value":"OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere."},"externalClassName":"paywall"},"text-3":{"type":"text","text":{"value":"Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt."},"externalClassName":"paywall"},"image":{"caption":{"value":"Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham."},"byline":{"title":"Foto: Ãyvind Tveter \u002F Aftenposten"},"imageAsset":{"id":"38ba6ab8-113a-446e-877e-769a0e339b23","size":{"width":7094,"height":4732},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=1366&w=2048&s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819","width":2048,"height":1366},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=961&w=1440&s=e733365c1802be70742b203798aa9eec7d9e4ce8","width":1440,"height":961},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=683&w=1024&s=9bb652901e7be2416dfde676794ee2da548c66f6","width":1024,"height":683},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=654&w=980&s=ad7436bec2b9f9b9fd2029b927089837a0e98812","width":980,"height":654},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=520&w=780&s=610847f626fcdd7061f5ee11103d8ae14b0f77ca","width":780,"height":520},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=387&w=580&s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e","width":580,"height":387},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=253&w=380&s=f7131311bfe9b5379f7f864520e1279f41e73d27","width":380,"height":253},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=133&w=200&s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9","width":200,"height":133},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=67&w=100&s=51d2a1e67b555c2f475c102e978f67b98e07299f","width":100,"height":67}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-4":{"type":"text","text":{"value":"â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. "},"externalClassName":"paywall"},"text-5":{"type":"text","text":{"value":"Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. "},"externalClassName":"paywall"},"text-6":{"type":"text","text":{"value":"Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. "},"externalClassName":"paywall"},"image-7":{"caption":{"value":"Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel."},"byline":{"title":"Foto: JASON HENRY \u002F NYT"},"imageAsset":{"id":"2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b","size":{"width":3600,"height":2354},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=1339&w=2048&s=805effcd3d9434788a115078d98671df655bec80","width":2048,"height":1339},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=942&w=1440&s=320e54b787d87a33109eb255c79ce044cdc1f1c3","width":1440,"height":942},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=670&w=1024&s=19a1bff7a3b1f087984036f67d3720172ea78c7d","width":1024,"height":670},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=641&w=980&s=cb7d910c9955befc7dce02fcb141e5f7600baf0f","width":980,"height":641},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=510&w=780&s=c7ff75ffc866fb37d3e3509077404acbb1936662","width":780,"height":510},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=379&w=580&s=af328116f94a976f40144e9445eb2982e7d69c50","width":580,"height":379},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=248&w=380&s=c2472777afd6e07a58657e44bb19750259e68003","width":380,"height":248},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=131&w=200&s=b54b7594dc7a34b568875f90c5c7bd046336bcf2","width":200,"height":131},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=65&w=100&s=11c5b57ffdac741d3b86fdb47e389a800ffb5056","width":100,"height":65}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-8":{"type":"text","text":{"value":"Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. "},"externalClassName":"paywall"},"text-heading-9":{"type":"text","text":{"value":"Er smart lik god?"},"subtype":"heading","externalClassName":"paywall"},"text-10":{"type":"text","text":{"value":"Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. "},"externalClassName":"paywall"},"text-11":{"type":"text","text":{"value":"â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio."},"externalClassName":"paywall"},"image-12":{"caption":{"value":"Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. "},"byline":{"title":"Foto: Ãyvind Tveter \u002F Aftenposten"},"imageAsset":{"id":"91ee0b07-ce53-40e3-9370-77eecdbbff35","size":{"width":5464,"height":8192},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=3071&w=2048&s=06cacfe7818021dc5078a63a6abd9deea3165fd0","width":2048,"height":3071},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=2159&w=1440&s=bceeac455ffb71f2254c523fb3dcde4e80d59785","width":1440,"height":2159},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1535&w=1024&s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a","width":1024,"height":1535},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1469&w=980&s=1e5fed434a366fbec3a65580b7125d7b35a84911","width":980,"height":1469},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1169&w=780&s=4117234ec62b1057a0ca4a8fd53b02384a4417f5","width":780,"height":1169},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=870&w=580&s=68ad4900aee93f4144e66200684e5187017cfbf4","width":580,"height":870},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=570&w=380&s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d","width":380,"height":570},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=300&w=200&s=d291b7e08beeb1c9cde4ae275efd4259131e299d","width":200,"height":300},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=150&w=100&s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03","width":100,"height":150}]},"type":"image","externalClassName":"paywall","layout":"fullWidthMobile","withGutters":false},"text-13":{"type":"text","text":{"value":"Han ser likevel seg selv som en agnostiker."},"externalClassName":"paywall"},"text-14":{"type":"text","text":{"value":"â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. "},"externalClassName":"paywall"},"text-15":{"type":"text","text":{"value":"Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. "},"externalClassName":"paywall"},"text-16":{"type":"text","text":{"value":"Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. "},"externalClassName":"paywall"},"image-17":{"caption":{"value":"Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker."},"byline":{"title":"Foto: Christoffer Redmund Chinhengo Hals\u002FUiO"},"imageAsset":{"id":"d16d9d77-93f5-4ef1-9943-3f24c7cdd12b","size":{"width":6960,"height":4640},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=1365&w=2048&s=2c668c0a1c250b16584db9c6ca960c737adb6bf8","width":2048,"height":1365},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=960&w=1440&s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2","width":1440,"height":960},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=683&w=1024&s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57","width":1024,"height":683},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=653&w=980&s=e03ebf656803bdf97d278c4f33f6d777c77be6b2","width":980,"height":653},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=520&w=780&s=dc1f5d998877b3c5c2e681722c528330713ef4ba","width":780,"height":520},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=387&w=580&s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b","width":580,"height":387},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=253&w=380&s=4de503513713f4143a23da0fe878b046d8b24753","width":380,"height":253},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=133&w=200&s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a","width":200,"height":133},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=67&w=100&s=e96c3ca2840ab3006cda5af3236ef80225796f1a","width":100,"height":67}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-18":{"type":"text","text":{"value":"Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. "},"externalClassName":"paywall"},"text-19":{"type":"text","text":{"value":"IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. "},"externalClassName":"paywall"},"text-20":{"type":"text","text":{"value":"â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?","markup":[{"type":"style:em","offset":0,"length":226}]},"externalClassName":"paywall"},"text-21":{"type":"text","text":{"value":"â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene fÃ¸r de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. ","markup":[{"type":"style:em","offset":66,"length":3}]},"externalClassName":"paywall"},"text-22":{"type":"text","text":{"value":"Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere."},"externalClassName":"paywall"},"text-heading-23":{"type":"text","text":{"value":"Ikke-kommersiell startup"},"subtype":"heading","externalClassName":"paywall"},"text-24":{"type":"text","text":{"value":"Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  "},"externalClassName":"paywall"},"text-25":{"type":"text","text":{"value":"Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  "},"externalClassName":"paywall"},"text-26":{"type":"text","text":{"value":"â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio."},"externalClassName":"paywall"},"image-27":{"caption":{"value":"Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til."},"byline":{"title":"Foto: Christoffer Redmund Chinhengo Hals"},"imageAsset":{"id":"368c55fb-7e83-44bc-bc14-4f8f31455794","size":{"width":6960,"height":4640},"urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=1365&w=2048&s=d3ea5447f9bad998478c377fe130fe73b2f3c951","width":2048,"height":1365},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=960&w=1440&s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c","width":1440,"height":960},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=683&w=1024&s=9e3587b63242a181552eecf67d5ea093ad484129","width":1024,"height":683},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=653&w=980&s=cfdfe6da2d2d7d9b86970a597186d31df070a95e","width":980,"height":653},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=520&w=780&s=06b080e0ed45059d88c1d912cae3b50da3cb4dff","width":780,"height":520},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=387&w=580&s=ae5b994806cfc90124c363aba073606a706c4521","width":580,"height":387},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=253&w=380&s=417dfb4df14eb1521acc47991649115b7073438f","width":380,"height":253},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=133&w=200&s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4","width":200,"height":133},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=67&w=100&s=3180e321d337bc01f2d075f82ee109cc60abacdf","width":100,"height":67}]},"type":"image","externalClassName":"paywall","layout":"extendedContent"},"text-28":{"type":"text","text":{"value":"I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?"},"externalClassName":"paywall"},"text-29":{"type":"text","text":{"value":"â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt."},"externalClassName":"paywall"},"text-30":{"type":"text","text":{"value":"Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?"},"externalClassName":"paywall"},"text-31":{"type":"text","text":{"value":"â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio."},"externalClassName":"paywall"},"article-marker-end":{"type":"article-marker","subtype":"end","externalClassName":"paywall"},"widget-brand-metrics-survey":{"type":"widget","subtype":"brand-metrics-survey","key":"brand-metrics-survey","externalClassName":"paywall","impressionTracking":{"object":{"@id":"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey","@type":"UIElement","spt:custom":{"position":{"bundlePosition":1,"columnName":"main"},"layout":{}},"elementType":"Widget","layout":{},"page":{"@id":"sdrn:aftenposten:article:wgyJe4","@type":"Article","url":"https:\u002F\u002Fwww.aftenposten.no\u002Fnorge\u002Fi\u002FwgyJe4\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens"},"placement":{"primaryPosition":1,"columnName":"main","source":"brand-metrics-survey"}},"target":{}},"clickTracking":{"object":{"@id":"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey","@type":"UIElement","spt:custom":{"position":{"bundlePosition":1,"columnName":"main"},"layout":{}},"elementType":"Widget","layout":{},"page":{"@id":"sdrn:aftenposten:article:wgyJe4","@type":"Article","url":"https:\u002F\u002Fwww.aftenposten.no\u002Fnorge\u002Fi\u002FwgyJe4\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens"},"placement":{"primaryPosition":1,"columnName":"main","source":"brand-metrics-survey"}},"target":{},"action":"Click"}},"cta-box-cta-box-bottom":{"type":"cta-box","subtype":"cta-box-bottom","disableFreeArticleSharing":false,"externalClassName":"paywall"},"widget-recirculation-matrix":{"type":"widget","subtype":"recirculation-matrix","key":"related-articles","title":{"value":"Les videre"},"items":[{"type":"bundle","subtype":"related-articles","items":[{"type":"teaser","subtype":"medium","layout":"medium","target":{"type":"link:internal","uri":"article:8q3GQw","expandedUri":"https:\u002F\u002Fwww.aftenposten.no\u002Fkultur\u002Fi\u002F8q3GQw\u002Flanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende"},"title":{"value":"Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r"},"standfirst":{"value":"Kan Norge ende opp som Venezuela eller Nigeria pÃ¥ grunn av KI-utviklingen? Det frykter en gruppe eksperter og ledere. NÃ¥ lanserer de ti KI-bud for Ã¥ unngÃ¥ det. 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For tiden fokuserer jeg pÃ¥ generativ kunstig intelligens og de mange problemene og mulighetene denne nye teknologien skaper for oss mennesker. \n\n\n**Bakgrunn:**\nJeg er fÃ¸dt i 1969 og vokste opp i Trondheim. Siden jeg ble ansatt i Aftenposten i 1994, har jeg jobbet bÃ¥de som nyhetsreporter, anmelder, kommentator, programleder i web-TV, podkast-vert og som featurejournalist. Hele veien har kultur og teknologi vÃ¦rt mine hovedstolper. Jeg opptrer nÃ¥ som ekspert pÃ¥ teknologi bÃ¥de i Aftenpostens egne medier og i eksterne medier, og jeg holder ogsÃ¥ foredrag pÃ¥ feltet. Jeg har utgitt tre bÃ¸ker i skjÃ¦ringspunktet mellom mennesker og teknologi. Siste bÃ¸ker: Â«Knekk ChatGPT-kodenÂ» (2023) og Â«Kunstig intelligens â den usynlige revolusjonenÂ» (2018). Jeg har en bachelor i litteraturvitenskap fra NTNU, med blant annet kunsthistorie og historie i fagkretsen.\n\n**Presseetikk:**\nI Aftenposten er vi opptatt av Ã¥ fÃ¸lge bestemmelsene i [VÃ¦r Varsom-plakaten](https:\u002F\u002Fpresse.no\u002Fpfu\u002Fetiske-regler\u002Fvaer-varsom-plakaten\u002F) og [Aftenpostens presseetiske husregler](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten\u002Fi\u002FXbXpOx\u002Faftenpostens-presseetiske-regler). Du kan lese mer om hvordan vi jobber, hvilke retningslinjer vi fÃ¸lger, og hvilke vurderinger vi gjÃ¸r, i vÃ¥r [Ã¥penhetsportal](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten).\n","contacts":[{"type":"email","value":"per.kristian.bjorkeng@aftenposten.no"},{"type":"title","value":"Teknologijournalist"},{"type":"twitter","value":"PKBjorkeng"},{"type":"other","value":"https:\u002F\u002Fkagge.no\u002Fprodukt\u002Fsakprosa\u002Fpopulaervitenskap\u002Fknekk-chatgpt-koden\u002F#tab-description"},{"type":"other","value":"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fpkbjorkeng\u002F"},{"type":"department","value":"Kultur"}],"image":"9dcedd28-798c-4da2-9fa7-1926dbe9964b","slug":"per-kristian-bjoerkeng-7","enabled":true,"type":"internal","imageAsset":{"id":"9dcedd28-798c-4da2-9fa7-1926dbe9964b","urls":[{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=100&w=100&s=7057fa34ae9508547860d015d34a5555bd6c0b33","width":100,"height":100},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=200&w=200&s=f484ae6450aa68bf2769508acf50f3515aada57e","width":200,"height":200},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=380&w=380&s=72b6ceae60f1a93971c024944c869f5413c31428","width":380,"height":380},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=580&w=580&s=4246d75c7c6d59578df8fc2329625655dcdb21c9","width":580,"height":580},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=780&w=780&s=0ad77f369a9de8228c36005b83470e8f28e68e8b","width":780,"height":780},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=980&w=980&s=e4c98b9ca540d89cf1a8032b73b31708a8a3c9f1","width":980,"height":980},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=1024&w=1024&s=83c83ea54b3f324e4f7bf1bac3c41d0d9e2ed33d","width":1024,"height":1024},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=1440&w=1440&s=17b090f18871aa79065489c2a76a8be8425b341c","width":1440,"height":1440},{"url":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002Fauthor\u002F9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&format=auto&h=2048&w=2048&s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c","width":2048,"height":2048}]}}],"clickTracking":{"object":{"@id":"sdrn:aftenposten:article:wgyJe4:element:teaser:8q3GQw","@type":"UIElement","spt:custom":{"position":{"bundlePosition":2,"positionInBundle":1,"columnName":"main"},"layout":{"elementSize":"Small","imageUrl":"https:\u002F\u002Fpremium.vgc.no\u002Fv2\u002Fimages\u002F02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&format=auto&h=75&w=100&s=940f27ef9f832c51d2013d81d03d7444ce9fd22c"}},"elementType":"Teaser","name":"Mener 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Magnus Nordrum Riseng","description":"**Hva jeg dekker:**\n\nJeg jobber i Aftenpostens samfunn-redaksjon, der jeg skriver om helse og oppvekst. 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Etter Ã¥ ha fÃ¥tt mine fÃ¸rste frilans-artikler pÃ¥ trykk i A-magasinet (der jeg drÃ¸mte om Ã¥ fÃ¥ jobbe en dag), dro jeg i 2010 til USA for Ã¥ ta en mastergrad i journalistikk ved Boston University. \n\nI 2021 fikk jeg fast jobb i Aftenposten, da som journalist i A-magasinet.\n\n\n**Etikk og kontakt:**\n\nSom journalist i Aftenposten fÃ¸lger jeg naturligvis [bestemmelsene i VÃ¦r varsom-plakaten](https:\u002F\u002Fpresse.no\u002Fpfu\u002Fetiske-regler\u002Fvaer-varsom-plakaten\u002F) og [Aftenpostens pressetiske husregler](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten\u002Fi\u002FXbXpOx\u002Faftenpostens-presseetiske-regler), som innebÃ¦rer at jeg ikke kan handle aksjer, aldri betaler kilder for intervjuer, og en hel del annet. 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GÃ¥r ogsÃ¥ i turnus som frontsjef og journalist pÃ¥ desken.\n\n**Vil du kontakte meg?** \nSend gjerne generelle tips til eposten over. Ãnsker du bedre kildevern, bruk Signal (se nedenfor). \n\n**ArbeidsomrÃ¥de:**\nSkriver helst om forsvar, sikkerhet, krig, utenrikspolitikk og historie, men brukes ogsÃ¥ til Ã¥ rapportere om mye annet. \n\n**Bakgrunn:**\nOppvokst i Alta. Har vÃ¦rt i Forsvaret og har fullfÃ¸rt to bachelorgrader, Ã©n i journalistikk og Ã©n i internasjonale studier med historie, samt en mastergrad i internasjonale relasjoner. \n\n**Presseetikk:**\nI Aftenposten er vi opptatt av Ã¥ fÃ¸lge bestemmelsene i [VÃ¦r Varsom-plakaten](https:\u002F\u002Fpresse.no\u002Fpfu\u002Fetiske-regler\u002Fvaer-varsom-plakaten\u002F) og [Aftenpostens presseetiske husregler](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten\u002Fi\u002FXbXpOx\u002Faftenpostens-presseetiske-regler).  Du kan lese mer om hvordan vi jobber, hvilke retningslinjer vi fÃ¸lger, og hvilke vurderinger vi gjÃ¸r, i vÃ¥r [Ã¥penhetsportal](https:\u002F\u002Fwww.aftenposten.no\u002Fslik-jobber-vi-i-aftenposten). 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   "og_title" : "Verdens mest anerkjente KI-professor er redd for KI. - Men nå tror jeg at jeg har en løsning.",
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'rejected', reason\n            }))\n          ));\n        };\n      }\n    </script>\n  \n    <title data-rh=\"true\">KI-professor Yoshua Bengio med ny teknologi for trygg kunstig intelligens</title>\n    <meta data-rh=\"true\" name=\"robots\" content=\"noarchive\"/><meta data-rh=\"true\" name=\"robots\" content=\"max-image-preview:large\"/><meta data-rh=\"true\" name=\"description\" content=\"Yoshua Bengio mener hans nye AI Scientist kan sikre fremtidens kraftige KI-modeller. NÃ¥ ber han Europa handle raskt fÃ¸r USA og Kina tar full kontroll.\"/><meta data-rh=\"true\" property=\"og:type\" content=\"article\"/><meta data-rh=\"true\" property=\"og:url\" content=\"https://www.aftenposten.no/norge/i/wgyJe4/ki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"/><meta data-rh=\"true\" property=\"og:title\" content=\"Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning.\"/><meta data-rh=\"true\" property=\"twitter:title\" content=\"Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning.\"/><meta data-rh=\"true\" property=\"fb:app_id\" content=\"1817373088487050\"/><meta data-rh=\"true\" property=\"og:image\" content=\"https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=4749b8da5f81c91f1044086c0955d92f28796afc\"/><meta data-rh=\"true\" property=\"og:image:width\" content=\"2048\"/><meta data-rh=\"true\" property=\"og:image:height\" content=\"1365\"/><meta data-rh=\"true\" property=\"twitter:image\" content=\"https://premium.vgc.no/v2/images/d449758e-7304-448e-8afa-d3ab61665397?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=4749b8da5f81c91f1044086c0955d92f28796afc\"/><meta data-rh=\"true\" property=\"twitter:card\" content=\"summary_large_image\"/><meta data-rh=\"true\" property=\"article:published_time\" content=\"2025-11-12T21:03:04Z\"/><meta data-rh=\"true\" property=\"article:modified_time\" content=\"2025-11-12T14:16:21Z\"/><meta data-rh=\"true\" property=\"og:description\" content=\"Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.\"/><meta data-rh=\"true\" property=\"twitter:description\" content=\"Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.\"/>\n    <link data-rh=\"true\" rel=\"canonical\" href=\"https://www.aftenposten.no/norge/i/wgyJe4/ki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"/>\n    <script data-rh=\"true\" type=\"application/ld+json\">[{\"@type\":\"NewsArticle\",\"headline\":\"Verdens mest anerkjente KI-professor er redd for KI. - Men nÃ¥ tror jeg at jeg har en lÃ¸sning.\",\"datePublished\":\"2025-11-12T21:03:04Z\",\"dateModified\":\"2025-11-12T14:16:21Z\",\"wordCount\":1061,\"articleSection\":\"Norge\",\"description\":\"Yoshua Bengio er ikke bare verdens mest siterte forsker. 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 </script>\n\n</header>\n</div><div id=\"main\" role=\"main\" class=\"hyperion-css-c9g7d0\"><div class=\"hyperion-css-roozon\"></div><div class=\"hyperion-css-yck6b5\"><div class=\"page-layout-supertop hyperion-css-1499hb2\"></div><div class=\"hyperion-css-dz5hzo\"><article class=\"article-wrapper-wgyJe4\"><div class=\"intro-v-side-by-side light fullScreenTop paywall hyperion-css-18w5iwl\" data-test-tag=\"intro-v-side-by-side\"><div class=\"hyperion-css-1t1cawa\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5\" srcSet=\"https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=3070&amp;w=2048&amp;s=d1a1741db5e94c8014f10381017bb026ee0abca5 2048w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=c6b4ad56fc550489d23f6674930b02da085d0bfc 1440w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=c3120202c6f77d167f27ba7269fe3c915aab4403 1024w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=b10b452c5b2bfb0e5755596a0133b8554e554347 980w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=db67920307994fd45be80b371ecf359a8ea32490 780w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=ac153d765f2515968939bbb420e1b097e5016753 580w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=31f52692875a983687b66372c34dbd7bca305f89 380w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d8cd3a2aca2f8133e098f68fdf895a49e5ab875d 200w,https://premium.vgc.no/v2/images/bb3bf716-fe4d-44d8-b815-ead5c6a7cdc5?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=28ff17857a614d9ac33bab8d2d3119286b54c2e0 100w\" alt=\"\" sizes=\"100vw\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 3070\"/><figcaption class=\"simple-image-byline hyperion-css-1dpib94\"><span>Foto: Ãyvind Tveter / Aftenposten</span></figcaption></div><div class=\"hyperion-css-16hxfwi\"><div class=\"default running-head hyperion-css-fcp303\" data-test-tag=\"running-head\"><div class=\"hyperion-css-7enjca\"><a data-test-tag=\"internal-link\" href=\"/norge\" class=\"hyperion-css-1raymq9\" rel=\"\" target=\"\" aria-label=\"Norge\">Norge</a></div><div class=\"hyperion-css-semo9s\"><a data-test-tag=\"internal-link\" href=\"/tag/ki\" class=\"hyperion-css-1raymq9\" rel=\"\" target=\"\" aria-label=\"KI\">KI</a></div></div><h1 class=\"intro-title intro-title-large\">Er dette mannen med lÃ¸sningen?</h1><p class=\"intro-lead\">Yoshua Bengio er ikke bare verdens mest siterte forsker. NÃ¥ mener han ogsÃ¥ Ã¥ ha funnet ut hvordan vi kan tÃ¸yle den ustoppelige KI-teknologien.</p></div></div><div class=\"hyperion-css-ytalhi\"><div class=\"hyperion-css-upuxee\"><div class=\"contentWidth paywall hyperion-css-eemj7d\"><div class=\"hyperion-css-152x5og\"><div class=\"hyperion-css-1xdhyk6\"></div></div></div></div><div class=\"hyperion-css-6kzd76\"></div></div><div class=\"paywall hyperion-css-1ej05iu\"><div class=\"hyperion-css-qwp0ac\" data-test-tag=\"byline\" data-testid=\"byline\"><ul data-test-tag=\"byline:authors\" data-testid=\"byline:authors\" class=\"hyperion-css-1772xtw\"><li class=\"hyperion-css-b8p8ys\"><a title=\"Se journalistens profil: Per Kristian BjÃ¸rkeng\" aria-label=\"Se journalistens profil: Per Kristian BjÃ¸rkeng\" href=\"http://aftenposten.no/av/per-kristian-bjoerkeng-7\" class=\"hyperion-css-1x0qoq7\"><div class=\"hyperion-css-y7i40o\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c\" srcSet=\"https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=2048&amp;w=2048&amp;s=e90408b3a76ff4c3ea8efcceb70af89bfa7b940c 2048w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1440&amp;w=1440&amp;s=17b090f18871aa79065489c2a76a8be8425b341c 1440w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=1024&amp;w=1024&amp;s=83c83ea54b3f324e4f7bf1bac3c41d0d9e2ed33d 1024w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=980&amp;w=980&amp;s=e4c98b9ca540d89cf1a8032b73b31708a8a3c9f1 980w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=780&amp;w=780&amp;s=0ad77f369a9de8228c36005b83470e8f28e68e8b 780w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=580&amp;w=580&amp;s=4246d75c7c6d59578df8fc2329625655dcdb21c9 580w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=380&amp;w=380&amp;s=72b6ceae60f1a93971c024944c869f5413c31428 380w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=200&amp;w=200&amp;s=f484ae6450aa68bf2769508acf50f3515aada57e 200w,https://premium.vgc.no/v2/images/author/9dcedd28-798c-4da2-9fa7-1926dbe9964b?fit=crop&amp;format=auto&amp;h=100&amp;w=100&amp;s=7057fa34ae9508547860d015d34a5555bd6c0b33 100w\" alt=\"Per Kristian BjÃ¸rkeng\" sizes=\"(min-width: 740px) 740px, 100vw\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 2048\"/></div><div class=\"hyperion-css-0\"><span class=\"byline-name hyperion-css-1cn5stf\" data-test-tag=\"byline:author-name\" data-testid=\"byline:author-name\">Per Kristian BjÃ¸rkeng</span><div class=\"hyperion-css-lc8ynt\">Teknologijournalist</div></div></a></li></ul></div></div><div class=\"paywall hyperion-css-okzep\" data-test-tag=\"timestamp\"><div><time itemProp=\"datePublished\" dateTime=\"2025-11-12T21:03:04Z\" aria-label=\"Publisert: 12.11.2025 22:03\">Publisert: 12.11.2025 22:03</time></div></div><p class=\"paywall hyperion-css-1j42uic\">I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥.</p><p class=\"paywall hyperion-css-1j42uic\">Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle <em>oss</em> â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_1\" class=\"advertory-aftenposten-netboard__article\"></div></div><aside class=\"default paywall factbox-collapsed hyperion-css-100mm37\" data-test-tag=\"factbox\" aria-label=\"Fakta\"><header class=\"hyperion-css-0\"><h2 class=\"hyperion-css-1wr3f93\">Yoshua Bengio</h2></header><div id=\"factContent11-fact\" class=\"factbox-body-wrapper hyperion-css-897noe\"><p class=\"hyperion-css-ffjyk2\">Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. </p></div><button class=\"default button hyperion-css-lpg8j4\" aria-label=\"Vis mer\" aria-controls=\"factContent11-fact\" aria-expanded=\"false\" type=\"button\"><span class=\"text hyperion-css-1r5gb7q\">Vis mer</span><div class=\"hyperion-css-0\"></div></button></aside><p class=\"paywall hyperion-css-1j42uic\">62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. </p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Bare litt over to Ã¥r til</h2><p class=\"paywall hyperion-css-1j42uic\">OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere.</p><p class=\"paywall hyperion-css-1j42uic\">Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt.</p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819\" srcSet=\"https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=1366&amp;w=2048&amp;s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819 2048w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=961&amp;w=1440&amp;s=e733365c1802be70742b203798aa9eec7d9e4ce8 1440w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9bb652901e7be2416dfde676794ee2da548c66f6 1024w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=654&amp;w=980&amp;s=ad7436bec2b9f9b9fd2029b927089837a0e98812 980w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=610847f626fcdd7061f5ee11103d8ae14b0f77ca 780w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e 580w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=f7131311bfe9b5379f7f864520e1279f41e73d27 380w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9 200w,https://premium.vgc.no/v2/images/38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=51d2a1e67b555c2f475c102e978f67b98e07299f 100w\" alt=\"Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1366\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. </p><p class=\"paywall hyperion-css-1j42uic\">Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. </p><p class=\"paywall hyperion-css-1j42uic\">Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. </p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80\" srcSet=\"https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=1339&amp;w=2048&amp;s=805effcd3d9434788a115078d98671df655bec80 2048w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=942&amp;w=1440&amp;s=320e54b787d87a33109eb255c79ce044cdc1f1c3 1440w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=670&amp;w=1024&amp;s=19a1bff7a3b1f087984036f67d3720172ea78c7d 1024w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=641&amp;w=980&amp;s=cb7d910c9955befc7dce02fcb141e5f7600baf0f 980w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=510&amp;w=780&amp;s=c7ff75ffc866fb37d3e3509077404acbb1936662 780w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=379&amp;w=580&amp;s=af328116f94a976f40144e9445eb2982e7d69c50 580w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=248&amp;w=380&amp;s=c2472777afd6e07a58657e44bb19750259e68003 380w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=131&amp;w=200&amp;s=b54b7594dc7a34b568875f90c5c7bd046336bcf2 200w,https://premium.vgc.no/v2/images/2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&amp;format=auto&amp;h=65&amp;w=100&amp;s=11c5b57ffdac741d3b86fdb47e389a800ffb5056 100w\" alt=\"Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1339\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: JASON HENRY / NYT</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. </p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Er smart lik god?</h2><p class=\"paywall hyperion-css-1j42uic\">Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_2\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio.</p><figure data-test-tag=\"image\" class=\"image fullWidthMobile portrait hyperion-css-ezxrqu\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0\" srcSet=\"https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=3071&amp;w=2048&amp;s=06cacfe7818021dc5078a63a6abd9deea3165fd0 2048w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=2159&amp;w=1440&amp;s=bceeac455ffb71f2254c523fb3dcde4e80d59785 1440w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1535&amp;w=1024&amp;s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a 1024w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1469&amp;w=980&amp;s=1e5fed434a366fbec3a65580b7125d7b35a84911 980w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=1169&amp;w=780&amp;s=4117234ec62b1057a0ca4a8fd53b02384a4417f5 780w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=870&amp;w=580&amp;s=68ad4900aee93f4144e66200684e5187017cfbf4 580w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=570&amp;w=380&amp;s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d 380w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=300&amp;w=200&amp;s=d291b7e08beeb1c9cde4ae275efd4259131e299d 200w,https://premium.vgc.no/v2/images/91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&amp;format=auto&amp;h=150&amp;w=100&amp;s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03 100w\" alt=\"Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. \" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 3071\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Ãyvind Tveter / Aftenposten</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Han ser likevel seg selv som en agnostiker.</p><p class=\"paywall hyperion-css-1j42uic\">â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. </p><p class=\"paywall hyperion-css-1j42uic\">Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. </p><p class=\"paywall hyperion-css-1j42uic\">Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. </p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8\" srcSet=\"https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=2c668c0a1c250b16584db9c6ca960c737adb6bf8 2048w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2 1440w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57 1024w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=e03ebf656803bdf97d278c4f33f6d777c77be6b2 980w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=dc1f5d998877b3c5c2e681722c528330713ef4ba 780w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b 580w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=4de503513713f4143a23da0fe878b046d8b24753 380w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a 200w,https://premium.vgc.no/v2/images/d16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=e96c3ca2840ab3006cda5af3236ef80225796f1a 100w\" alt=\"Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1365\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Christoffer Redmund Chinhengo Hals/UiO</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_3\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. </p><p class=\"paywall hyperion-css-1j42uic\"><em>â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?</em></p><p class=\"paywall hyperion-css-1j42uic\">â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene <em>fÃ¸r</em> de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. </p><p class=\"paywall hyperion-css-1j42uic\">Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere.</p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Ikke-kommersiell startup</h2><p class=\"paywall hyperion-css-1j42uic\">Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  </p><p class=\"paywall hyperion-css-1j42uic\">Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  </p><p class=\"paywall hyperion-css-1j42uic\">â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio.</p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-xottgi\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951\" srcSet=\"https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=d3ea5447f9bad998478c377fe130fe73b2f3c951 2048w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c 1440w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=9e3587b63242a181552eecf67d5ea093ad484129 1024w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=cfdfe6da2d2d7d9b86970a597186d31df070a95e 980w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=06b080e0ed45059d88c1d912cae3b50da3cb4dff 780w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=ae5b994806cfc90124c363aba073606a706c4521 580w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=417dfb4df14eb1521acc47991649115b7073438f 380w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4 200w,https://premium.vgc.no/v2/images/368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=3180e321d337bc01f2d075f82ee109cc60abacdf 100w\" alt=\"Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1365\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Christoffer Redmund Chinhengo Hals</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?</p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_4\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt.</p><p class=\"paywall hyperion-css-1j42uic\">Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?</p><p class=\"paywall hyperion-css-1j42uic\">â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio.</p></article><div id=\"brandmetrics-survey\" class=\"advertory-brandmetrics-survey\"></div><div class=\"hyperion-css-1yxx8oe\"><div class=\"hyperion-css-1jbnpry\"><button type=\"button\" title=\"Kopier URL til utklippstavle\" aria-label=\"Kopier URL til utklippstavle\" class=\"hyperion-css-pdsgro\">Kopier lenke</button><a data-test-tag=\"internal-link\" href=\"/tips\" class=\"hyperion-css-1f62hkp\" rel=\"\" target=\"\" aria-label=\"Tips oss\">Tips oss</a></div></div><div id=\"widget-recirculation-matrix\" class=\"extendedContent paywall hyperion-css-177q39v\"><h2 class=\"hyperion-css-r57xc5\" data-test-tag=\"widget:title\">Les videre</h2><div class=\"bundle extendedContent hyperion-css-cbecqi\"><ol class=\"hyperion-css-1700tdj\"><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/kultur/i/8q3GQw/lanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende\" class=\"imagePosition-top medium news-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-11ojsy8\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8\" srcSet=\"https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=93c3117e3692313290c15683aa09fd6eb2d63cb8 1024w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=7437f65f91304a520b0894be4d3ab60d2cfd54ac 980w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=894d7236ef1b6aff0193d519a0c3b3f8f7f2611d 780w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=9f0162ce856b85c8f0b388745feb1350f0e4c686 580w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=ea0ccd515bc65ba69abd42135c64ae3efab5c717 380w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=9bae1ad1eb5adc04a63188f2bd1f7a33f874115a 200w,https://premium.vgc.no/v2/images/02405ca1-1006-41ec-84e9-8b6725d482ed?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=940f27ef9f832c51d2013d81d03d7444ce9fd22c 100w\" alt=\"\" sizes=\"(min-width: 981px) 980px, 100vw\" loading=\"lazy\" fetchpriority=\"auto\" style=\"aspect-ratio:1024 / 768\"/></div></div><div class=\"hyperion-css-1hlrz9z\"><div class=\"teaser-label hyperion-css-52yh2p\">KULTUR<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-10-23T06:00:09Z\" aria-label=\"2025-10-23T06:00:09Z\" pubdate=\"pubdate\">23. oktober</time></div></div></div><div class=\"default hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r</h2></div></div></a></li><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/norge/i/RzvEO8/norske-forskere-vil-gjoere-det-langt-lettere-aa-faa-barn-med-kunstig-befruktning\" class=\"imagePosition-top medium feature-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort.\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-n0x8x7\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536\" srcSet=\"https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=06e9e2a842d82d2c1fed79f55ca0482093c09536 2048w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=765a9aeb0a10fea6e8be426cfaabb5166268bc8a 1440w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=8ff8366361ee18ac15e14784813bc37f5477d921 1024w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=80a1c460f02ecd892b6ab1c9d4f4795321a69915 980w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=09652f5db754055cbf4a8025640db12cce2f770f 780w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=8234ae79e59c3c73171298a66ed3cc4034ac5d1b 580w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=86e1f15add727ac92842d17a527bc71460496b2e 380w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=6b6b7453eea6108d11da86ccf90f444606dee9f4 200w,https://premium.vgc.no/v2/images/85335af6-7a5b-4c08-84ab-4becbb8766a8?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=56c6e854eef681736a49b4277822124c1213d1eb 100w\" alt=\"\" sizes=\"(min-width: 981px) 980px, 100vw\" loading=\"lazy\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 1536\"/></div></div><div class=\"hyperion-css-1hlrz9z\"><div class=\"teaser-label hyperion-css-52yh2p\">NORGE<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-10-14T13:18:02Z\" aria-label=\"2025-10-14T13:18:02Z\" pubdate=\"pubdate\">14. oktober</time></div></div></div><div class=\"default hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">De vil gjÃ¸re jakten pÃ¥ den beste sÃ¦den til en lek. â Dette kan vÃ¦re noe virkelig stort.</h2></div></div></a></li><li class=\"hyperion-css-1lcs599\"><div class=\"advertory-aftenposten-netboard-wrapper \"><div id=\"netboard_recirc\" class=\"advertory-aftenposten-netboard\"></div></div></li><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/meninger/kommentar/i/kw2gLX/ki-utviklingen-ligner-mer-og-mer-pa-en-ny-opplysningstid-med-motsatt-fortegn\" class=\"imagePosition-top medium opinion-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-nv0wai\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393\" srcSet=\"https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=f23900620c41381f7708dd3529eb92c04d2e6393 2048w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=fb070eaf41ca597acc7b09ac41c8bca4f170d258 1440w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=d2bc7f83eb5d0b32b399b69aebbff08d0fc88955 1024w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=100b4da3f43231fa73fb5e69cf084c75cd4f6885 980w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=16482d1719a606fed7ed8e8dd1f0e650394046b6 780w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=89e667ebee3b9ef7d426c38d8d6e18a81ac74303 580w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=9f17ce3f8f243a111248e71fbb1ac3f7304d777e 380w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=285d29a8428e4f0eb86d8582a4a7025fc16c9549 200w,https://premium.vgc.no/v2/images/455342c1-c6f5-4613-8b71-bd42940c6fff?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=640544b78636ba20094642df8b277019909888eb 100w\" alt=\"\" sizes=\"(min-width: 981px) 980px, 100vw\" loading=\"lazy\" fetchpriority=\"auto\" style=\"aspect-ratio:2048 / 1536\"/></div></div><div class=\"hyperion-css-1hlrz9z\"><div class=\"teaser-label hyperion-css-52yh2p\">KOMMENTAR<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-10-12T15:05:28Z\" aria-label=\"2025-10-12T15:05:28Z\" pubdate=\"pubdate\">12. oktober</time></div></div></div><div class=\"default hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">KI-utviklingen de siste Ã¥rene har virkelig rukket Ã¥ bli dystopisk</h2></div></div></a></li></ol></div></div><div id=\"widget-inline-list\" class=\"extendedContent paywall hyperion-css-1wv24dq\"><div class=\"bundle 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Jeg er mer optimistisk enn jeg var for et Ã¥r siden med tanke pÃ¥ Ã¥ lÃ¸se dette, sier professoren fra Canada. \"},\"byline\":{\"title\":\"Foto: Ãyvind Tveter \\u002F 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dette mannen med lÃ¸sningen?\"}},{\"type\":\"text\",\"text\":{\"value\":\"Yoshua Bengio er ikke bare verdens mest siterte forsker. 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Kristian BjÃ¸rkeng\"},\"originatorId\":\"afc879ad-6873-47a6-98d2-69b664287416\"}],\"externalClassName\":\"paywall\"},\"text-timestamp\":{\"type\":\"text\",\"subtype\":\"timestamp\",\"text\":{\"value\":\"Publisert: 12.11.2025 22:03\",\"markup\":[]},\"friendly\":false,\"top\":true,\"showPublished\":true,\"externalClassName\":\"paywall\",\"lazy\":false},\"newsletter-signup\":{\"type\":\"newsletter-signup\",\"newsletterPublication\":\"ap\",\"newsletterId\":\"5272064d-7078-4c71-bfcd-08c95f5a507e\",\"newsletterName\":\"Morgenbrief\",\"newsletterDescription\":\"FÃ¥ en kjapp oversikt over de stÃ¸rste nyhetene, rett i innboksen, hver morgen.\",\"newsletterSignupMessage\":\"Takk, din pÃ¥melding er registrert. Administrer dine nyhetsbrev pÃ¥ \\\"Min side\\\".\",\"needsSubscription\":false,\"subscriptionUrl\":\"https:\\u002F\\u002Fkundeportal.aftenposten.no\\u002Fs\\u002Fbliabonnent?referer=AP-u-u_nyhetsbrevportal_Norskpolitikk_nocampaign\",\"secondaryNewsletter\":{\"newsletterPublication\":\"ap\",\"newsletterId\":\"15677390-6580-46d1-ad6e-97aa167e151c\",\"newsletterName\":\"Alstadheims analyse\",\"newsletterDescription\":\"Et underholdende nyhetsbrev om norsk politikk.\",\"needsSubscription\":true},\"externalClassName\":\"paywall\"},\"news-summary\":{\"type\":\"news-summary\",\"components\":[{\"type\":\"text\",\"text\":{\"value\":\"Yoshua Bengio, verdens mest siterte forsker, mener Ã¥ ha lÃ¸sningen for sikker bruk av kraftig KI.\",\"markup\":[]}},{\"type\":\"text\",\"text\":{\"value\":\"Han har utviklet teknologien Â«AI ScientistÂ», som skal kontrollere andre modeller for Ã¥ sikre menneskelig kontroll.\",\"markup\":[]}},{\"type\":\"text\",\"text\":{\"value\":\"Bengio advarer om at Europa og Canada raskt mÃ¥ satse stort pÃ¥ KI for ikke Ã¥ miste Ã¸konomisk og politisk selvstendighet.\",\"markup\":[]}}],\"externalClassName\":\"paywall\"},\"braze-content-card\":{\"type\":\"braze-content-card\",\"externalClassName\":\"paywall\"},\"article-marker-content-start\":{\"type\":\"article-marker\",\"subtype\":\"content-start\",\"externalClassName\":\"paywall\"},\"text\":{\"type\":\"text\",\"text\":{\"value\":\"I det stÃ¸rste auditoriet pÃ¥ Universitetsbiblioteket i Oslo ligger ambivalensen tykt i luften. En professor i Bergen vil forby hele teknologien, samtidig som staten vil fÃ¥ alle etater til Ã¥ ta den i bruk sÃ¥ fort som mulig. Skal KI lÃ¸fte oss til nye hÃ¸yder â eller knekke oss? Ingen vet. Dominansen til amerikanske tek-selskaper gjÃ¸r at resten av verden ofte bare kan se pÃ¥.\"},\"externalClassName\":\"paywall\"},\"text-0\":{\"type\":\"text\",\"text\":{\"value\":\"Mannen pÃ¥ scenen er her for Ã¥ fortelle om sin unike plan for Ã¥ lage en slags tredje KI-pol. Den skal fÃ¥ alle oss â altsÃ¥ oss utenfor USA og Kina â tilbake i fÃ¸rersetet.  \",\"markup\":[{\"type\":\"style:em\",\"offset\":109,\"length\":3}]},\"externalClassName\":\"paywall\"},\"fact\":{\"type\":\"fact\",\"title\":{\"value\":\"Yoshua Bengio\"},\"components\":[{\"type\":\"text\",\"text\":{\"value\":\"Yoshua Bengio regnes som en av KI-feltets tre gudfedre, og er et levende bevis pÃ¥ at det er mulig Ã¥ vÃ¦re i front pÃ¥ kunstig intelligens ogsÃ¥ utenfor USA. \"}},{\"type\":\"text\",\"text\":{\"value\":\"Alle de tre gudfedrene var del av det samme kanadiske KI-forskningsprogrammet pÃ¥ 90-tallet. \"}},{\"type\":\"text\",\"text\":{\"value\":\"Bengio er ikke bare verdens mest siterte KI-forsker, men ogsÃ¥ den mest siterte pÃ¥ tvers av alle fagfelter. \",\"markup\":[{\"type\":\"link:external\",\"offset\":20,\"length\":31,\"uri\":\"https:\\u002F\\u002Fwww.adscientificindex.com\\u002Fcitation-ranking\\u002F\",\"relationships\":[\"nofollow\",\"noreferrer\"]}]}},{\"type\":\"text\",\"text\":{\"value\":\"Professoren er den eneste av de tre som ikke har hoppet av akademia for Ã¥ bli slukt av big tech-selskaper. \"}}],\"externalClassName\":\"paywall\"},\"text-1\":{\"type\":\"text\",\"text\":{\"value\":\"62-Ã¥ringen har hele sitt liv hatt tro pÃ¥ KI som en positiv kraft, men hadde ikke forutsett at maskiner som kan snakke skulle oppstÃ¥ sÃ¥ plutselig. For ham ble derfor Â«lÃ¸slatelsenÂ» av ChatGPT et vendepunkt. Ikke fordi dagens modeller er sÃ¥ farlige, men fordi modellene vi kan fÃ¥ innen 2â5 Ã¥r kan endre alt. \"},\"externalClassName\":\"paywall\"},\"text-heading\":{\"type\":\"text\",\"text\":{\"value\":\"Bare litt over to Ã¥r til\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-2\":{\"type\":\"text\",\"text\":{\"value\":\"OpenAI tror nÃ¥ at de har en maskin som kan erstatte en fullverdig KI-forsker allerede i mars 2028. Trykker de da pÃ¥ knappen, kan de plutselig ha en million Â«forskereÂ» som jobber parallelt. Da kan utviklingen virkelig eksplodere.\"},\"externalClassName\":\"paywall\"},\"text-3\":{\"type\":\"text\",\"text\":{\"value\":\"Tidligere pÃ¥ dagen fanger Aftenposten Bengio pÃ¥ vei fra et mÃ¸te med Jonas Gahr StÃ¸re til en sÃ¥kalt lyttelunsj. Der fÃ¥r 25 opinionsdannere innen norsk KI stille et spÃ¸rsmÃ¥l hver, etter invitasjon fra tenketanken Langsikt.\"},\"externalClassName\":\"paywall\"},\"image\":{\"caption\":{\"value\":\"Du kommer ikke mer hÃ¸yt pÃ¥ strÃ¥ enn Yoshua Bengio, men i Oslo er det trikken som gjelder - ogsÃ¥ for ham.\"},\"byline\":{\"title\":\"Foto: Ãyvind Tveter \\u002F Aftenposten\"},\"imageAsset\":{\"id\":\"38ba6ab8-113a-446e-877e-769a0e339b23\",\"size\":{\"width\":7094,\"height\":4732},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=1366&w=2048&s=4b2e32ecdac65eb17f944ea99cbc1a08b7e93819\",\"width\":2048,\"height\":1366},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=961&w=1440&s=e733365c1802be70742b203798aa9eec7d9e4ce8\",\"width\":1440,\"height\":961},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=683&w=1024&s=9bb652901e7be2416dfde676794ee2da548c66f6\",\"width\":1024,\"height\":683},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=654&w=980&s=ad7436bec2b9f9b9fd2029b927089837a0e98812\",\"width\":980,\"height\":654},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=520&w=780&s=610847f626fcdd7061f5ee11103d8ae14b0f77ca\",\"width\":780,\"height\":520},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=387&w=580&s=3086f2c8c9ab59e237c91fe7f4d33807d5cf235e\",\"width\":580,\"height\":387},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=253&w=380&s=f7131311bfe9b5379f7f864520e1279f41e73d27\",\"width\":380,\"height\":253},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=133&w=200&s=3a5764ba1d6fc3f9ee22d21c93d95773c9b5fde9\",\"width\":200,\"height\":133},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F38ba6ab8-113a-446e-877e-769a0e339b23?fit=crop&format=auto&h=67&w=100&s=51d2a1e67b555c2f475c102e978f67b98e07299f\",\"width\":100,\"height\":67}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-4\":{\"type\":\"text\",\"text\":{\"value\":\"â PÃ¥ mange felter er disse maskinene allerede smartere enn oss. For eksempel finnes det ingen mennesker som kan snakke 200 sprÃ¥k og konversere pÃ¥ et vitenskapelig nivÃ¥ om hva det skal vÃ¦re, pÃ¥peker han. \"},\"externalClassName\":\"paywall\"},\"text-5\":{\"type\":\"text\",\"text\":{\"value\":\"Hva skjer hvis det tar helt av? I dag er ekspertene fullstendig uenige om retningen KI vil ta oss i. PÃ¥ den ene siden stÃ¥r folk som Eliezer Yudkowsky. I hÃ¸stens bok Â«If anyone builds it, everyone diesÂ» skriver han om hvorfor han mener KI mest sannsynlig vil utslette menneskeheten innen 2â10 Ã¥r. \"},\"externalClassName\":\"paywall\"},\"text-6\":{\"type\":\"text\",\"text\":{\"value\":\"Ãrsaken er at KI-teknologien dypest sett er ukontrollerbar. Vi vet egentlig ikke hvorfor og hvordan den virker. Dermed mener han det blir umulig Ã¥ sikre at den alltid er pÃ¥ linje med oss. \"},\"externalClassName\":\"paywall\"},\"image-7\":{\"caption\":{\"value\":\"Eliezer Yudkowskys forskningsinstitutt mottar blant annet stÃ¸tte fra Peter Thiel.\"},\"byline\":{\"title\":\"Foto: JASON HENRY \\u002F NYT\"},\"imageAsset\":{\"id\":\"2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b\",\"size\":{\"width\":3600,\"height\":2354},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=1339&w=2048&s=805effcd3d9434788a115078d98671df655bec80\",\"width\":2048,\"height\":1339},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=942&w=1440&s=320e54b787d87a33109eb255c79ce044cdc1f1c3\",\"width\":1440,\"height\":942},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=670&w=1024&s=19a1bff7a3b1f087984036f67d3720172ea78c7d\",\"width\":1024,\"height\":670},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=641&w=980&s=cb7d910c9955befc7dce02fcb141e5f7600baf0f\",\"width\":980,\"height\":641},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=510&w=780&s=c7ff75ffc866fb37d3e3509077404acbb1936662\",\"width\":780,\"height\":510},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=379&w=580&s=af328116f94a976f40144e9445eb2982e7d69c50\",\"width\":580,\"height\":379},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=248&w=380&s=c2472777afd6e07a58657e44bb19750259e68003\",\"width\":380,\"height\":248},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=131&w=200&s=b54b7594dc7a34b568875f90c5c7bd046336bcf2\",\"width\":200,\"height\":131},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F2192f5d1-7e5b-4edd-b8c4-4de3c98cd35b?fit=crop&format=auto&h=65&w=100&s=11c5b57ffdac741d3b86fdb47e389a800ffb5056\",\"width\":100,\"height\":65}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-8\":{\"type\":\"text\",\"text\":{\"value\":\"Ytterst ute pÃ¥ den andre siden stÃ¥r folk som tekno-optimist Alan D. Thompson (Ph.D) og Silicon Valley-tungvektere som Marc Andreessen. De er like sikre pÃ¥ at maskinene kommer til Ã¥ fÃ¸re til en blomstringstid menneskeheten aldri har sett maken til. \"},\"externalClassName\":\"paywall\"},\"text-heading-9\":{\"type\":\"text\",\"text\":{\"value\":\"Er smart lik god?\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-10\":{\"type\":\"text\",\"text\":{\"value\":\"Nylig publiserte Thompson en artikkel der han hevder det er vitenskapelig grunnlag for Ã¥ pÃ¥stÃ¥ at hÃ¸y IQ henger sammen med godhet, og at vi derfor ikke trenger frykte maskiner som er smartere enn oss. \"},\"externalClassName\":\"paywall\"},\"text-11\":{\"type\":\"text\",\"text\":{\"value\":\"â Jeg skulle Ã¸nske det var slik. Men vi har mange beviser for det motsatte. Husk at tre prosent av mennesker er sosiopater. Det er dessverre ingen garanti for at du vil vÃ¦re snill bare fordi du er intelligent, pÃ¥peker Bengio.\"},\"externalClassName\":\"paywall\"},\"image-12\":{\"caption\":{\"value\":\"Bengio regner seg ikke som en Â«doomerÂ». Men siden det er en viss for at det kan gÃ¥ galt, mener han vi mÃ¥ sette inn svÃ¦re ressurser for Ã¥ sikre teknologien. \"},\"byline\":{\"title\":\"Foto: Ãyvind Tveter \\u002F Aftenposten\"},\"imageAsset\":{\"id\":\"91ee0b07-ce53-40e3-9370-77eecdbbff35\",\"size\":{\"width\":5464,\"height\":8192},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=3071&w=2048&s=06cacfe7818021dc5078a63a6abd9deea3165fd0\",\"width\":2048,\"height\":3071},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=2159&w=1440&s=bceeac455ffb71f2254c523fb3dcde4e80d59785\",\"width\":1440,\"height\":2159},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1535&w=1024&s=6900a26dc8fb5f1ef2a97d48889364e6e4bf0c5a\",\"width\":1024,\"height\":1535},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1469&w=980&s=1e5fed434a366fbec3a65580b7125d7b35a84911\",\"width\":980,\"height\":1469},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=1169&w=780&s=4117234ec62b1057a0ca4a8fd53b02384a4417f5\",\"width\":780,\"height\":1169},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=870&w=580&s=68ad4900aee93f4144e66200684e5187017cfbf4\",\"width\":580,\"height\":870},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=570&w=380&s=a93c89a5ffddfb7599e005a6da36990e2cb3b07d\",\"width\":380,\"height\":570},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=300&w=200&s=d291b7e08beeb1c9cde4ae275efd4259131e299d\",\"width\":200,\"height\":300},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F91ee0b07-ce53-40e3-9370-77eecdbbff35?fit=crop&format=auto&h=150&w=100&s=8b0a9f88d31dcc3e4454aced4b5e331a53065f03\",\"width\":100,\"height\":150}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"fullWidthMobile\",\"withGutters\":false},\"text-13\":{\"type\":\"text\",\"text\":{\"value\":\"Han ser likevel seg selv som en agnostiker.\"},\"externalClassName\":\"paywall\"},\"text-14\":{\"type\":\"text\",\"text\":{\"value\":\"â Ting kan gÃ¥ bra, det hele kan ende opp med katastrofe, eller vi kan lande et sted midt imellom. Vi vet ikke. Men vi mÃ¥ hÃ¥ndtere bÃ¥de det gode og det risikable, pÃ¥peker han. \"},\"externalClassName\":\"paywall\"},\"text-15\":{\"type\":\"text\",\"text\":{\"value\":\"Bengio mener at vi straks mÃ¥ fÃ¥ pÃ¥ plass et sikkerhetssystem for Ã¥ vÃ¦re klare idet virkelig potent KI kommer. Om utviklingen fortsetter, kan KI-modellene bare om fÃ¥ Ã¥r gjÃ¸re jobber vi mennesker i dag bruker dager og uker pÃ¥. \"},\"externalClassName\":\"paywall\"},\"text-16\":{\"type\":\"text\",\"text\":{\"value\":\"Hva skjer mens de jobber selvstendig? Om agentene har fÃ¥tt veldig mye ansvar og tar selvstendige valg underveis, kan det vÃ¦re for sent. Vi vet allerede at modeller er i stand til Ã¥ skjule sine motiver, bedra og konspirere med hverandre for Ã¥ nÃ¥ tilsynelatende legitime mÃ¥l som mennesker har satt opp for dem pÃ¥ lengre sikt. \"},\"externalClassName\":\"paywall\"},\"image-17\":{\"caption\":{\"value\":\"Folk mÃ¥tte stÃ¥ eller sitte i trappen om de ville ha med seg foredraget fra verdens mest siterte forsker.\"},\"byline\":{\"title\":\"Foto: Christoffer Redmund Chinhengo Hals\\u002FUiO\"},\"imageAsset\":{\"id\":\"d16d9d77-93f5-4ef1-9943-3f24c7cdd12b\",\"size\":{\"width\":6960,\"height\":4640},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=1365&w=2048&s=2c668c0a1c250b16584db9c6ca960c737adb6bf8\",\"width\":2048,\"height\":1365},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=960&w=1440&s=bbf908e9e0090e2297c2ed4c2a392f96d5045ac2\",\"width\":1440,\"height\":960},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=683&w=1024&s=a1693a1b3d95f86a6a6076bd52bcd9232be8ef57\",\"width\":1024,\"height\":683},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=653&w=980&s=e03ebf656803bdf97d278c4f33f6d777c77be6b2\",\"width\":980,\"height\":653},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=520&w=780&s=dc1f5d998877b3c5c2e681722c528330713ef4ba\",\"width\":780,\"height\":520},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=387&w=580&s=bbc02fcf5cec8986ce4cb5c012237c04d05b335b\",\"width\":580,\"height\":387},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=253&w=380&s=4de503513713f4143a23da0fe878b046d8b24753\",\"width\":380,\"height\":253},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=133&w=200&s=d796f3ac9a3a4cbbe16561ee5026af864a0cb70a\",\"width\":200,\"height\":133},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002Fd16d9d77-93f5-4ef1-9943-3f24c7cdd12b?fit=crop&format=auto&h=67&w=100&s=e96c3ca2840ab3006cda5af3236ef80225796f1a\",\"width\":100,\"height\":67}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-18\":{\"type\":\"text\",\"text\":{\"value\":\"Bengios lÃ¸sning er en teknologi han kaller AI Scientist, som teamet hans lanserte i sommer. I stedet for Ã¥ etterligne menneskelige mÃ¸nstre (slik dagens modeller gjÃ¸r), skal den forstÃ¥ verden ut fra Ã¥rsak og virkning og hvordan verden fungerer. Den skal kun ha forstÃ¥else, ingen handlekraft, ikke noe mÃ¥l eller noen fÃ¸lelse av selv. \"},\"externalClassName\":\"paywall\"},\"text-19\":{\"type\":\"text\",\"text\":{\"value\":\"IfÃ¸lge Bengio vil KI-er som er bygget opp pÃ¥ denne mÃ¥ten, kunne betraktes som fullstendig upartiske og dermed helt pÃ¥litelige. Og han har nÃ¥ langt mer tro pÃ¥ Ã¥ lykkes enn han hadde for bare et Ã¥r siden. \"},\"externalClassName\":\"paywall\"},\"text-20\":{\"type\":\"text\",\"text\":{\"value\":\"â Men hvis denne KI-en bare er analytisk og ikke handlende, vil den vel heller ikke vÃ¦re i stand til Ã¥ jobbe selvstendig for Ã¥ nÃ¥ et mÃ¥l. Da blir den vel heller ikke sÃ¦rlig nyttig, sammenlignet med de konvensjonelle modellene?\",\"markup\":[{\"type\":\"style:em\",\"offset\":0,\"length\":226}]},\"externalClassName\":\"paywall\"},\"text-21\":{\"type\":\"text\",\"text\":{\"value\":\"â AI Scientist vil bare brukes til Ã¥ sjekke svarene fra modellene fÃ¸r de fÃ¥r lov til Ã¥ svare. For eksempel kan man bruke den til Ã¥ spÃ¸rre om en gitt handling som en KI foreslÃ¥r, er akseptabel ifÃ¸lge reglene vi mennesker har satt opp, forteller Bengio. \",\"markup\":[{\"type\":\"style:em\",\"offset\":66,\"length\":3}]},\"externalClassName\":\"paywall\"},\"text-22\":{\"type\":\"text\",\"text\":{\"value\":\"Han vedgÃ¥r at KI-selskapene allerede har mekanismer som forsÃ¸ker Ã¥ gjÃ¸re dette, men mener de mangler den typen helt pÃ¥litelig KI som han nÃ¥ forsÃ¸ker Ã¥ konstruere.\"},\"externalClassName\":\"paywall\"},\"text-heading-23\":{\"type\":\"text\",\"text\":{\"value\":\"Ikke-kommersiell startup\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-24\":{\"type\":\"text\",\"text\":{\"value\":\"Bengio har innsett at den tradisjonelle utviklingshastigheten i akademia ikke er i nÃ¦rheten av Ã¥ kunne anvendes pÃ¥ dette problemet. Derfor har han etablert den ikke-kommersielle startupen LawZero. Den har allerede fÃ¥tt 350 millioner kroner i startkapital. Mer vil trengs.  \"},\"externalClassName\":\"paywall\"},\"text-25\":{\"type\":\"text\",\"text\":{\"value\":\"Professoren mener Canada og EU nÃ¥ mÃ¥ gÃ¥ sammen om Ã¥ bygge sÃ¥kalte frontmodeller, fordi vi stÃ¥r utenfor de ledende miljÃ¸ene i USA og Kina.  \"},\"externalClassName\":\"paywall\"},\"text-26\":{\"type\":\"text\",\"text\":{\"value\":\"â To KI-supermakter bÃ¸r ikke bestemme over vÃ¥r fremtid. Hvis vi ikke har egne modeller, kan vi oppleve rask nedgang i Ã¸konomiene vÃ¥re. Vi kan komme til Ã¥ miste vÃ¥r politiske uavhengighet, ja til og med vÃ¥re demokratier, sier Bengio.\"},\"externalClassName\":\"paywall\"},\"image-27\":{\"caption\":{\"value\":\"Bengio Ã¥pnet TRUST, som skal vÃ¦re det norske forskningssenteret med spesielt ansvar for Ã¥ bygge KI vi kan ha tillit til.\"},\"byline\":{\"title\":\"Foto: Christoffer Redmund Chinhengo Hals\"},\"imageAsset\":{\"id\":\"368c55fb-7e83-44bc-bc14-4f8f31455794\",\"size\":{\"width\":6960,\"height\":4640},\"urls\":[{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=1365&w=2048&s=d3ea5447f9bad998478c377fe130fe73b2f3c951\",\"width\":2048,\"height\":1365},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=960&w=1440&s=3bbc4e69c157b36eef8f29e3fb78fb1c8588bf0c\",\"width\":1440,\"height\":960},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=683&w=1024&s=9e3587b63242a181552eecf67d5ea093ad484129\",\"width\":1024,\"height\":683},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=653&w=980&s=cfdfe6da2d2d7d9b86970a597186d31df070a95e\",\"width\":980,\"height\":653},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=520&w=780&s=06b080e0ed45059d88c1d912cae3b50da3cb4dff\",\"width\":780,\"height\":520},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=387&w=580&s=ae5b994806cfc90124c363aba073606a706c4521\",\"width\":580,\"height\":387},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=253&w=380&s=417dfb4df14eb1521acc47991649115b7073438f\",\"width\":380,\"height\":253},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=133&w=200&s=ddf5ca59ad4eca14f404efecb2040c0d79e21cb4\",\"width\":200,\"height\":133},{\"url\":\"https:\\u002F\\u002Fpremium.vgc.no\\u002Fv2\\u002Fimages\\u002F368c55fb-7e83-44bc-bc14-4f8f31455794?fit=crop&format=auto&h=67&w=100&s=3180e321d337bc01f2d075f82ee109cc60abacdf\",\"width\":100,\"height\":67}]},\"type\":\"image\",\"externalClassName\":\"paywall\",\"layout\":\"extendedContent\"},\"text-28\":{\"type\":\"text\",\"text\":{\"value\":\"I auditoriet senere pÃ¥ ettermiddagen sitter to norske statsrÃ¥der og lytter. Etter at Bengio har talt, forteller moderniseringsminister Karianne Tung stolt at regjeringen har lagt en milliard pÃ¥ bordet til KI-forskning, og at det nyÃ¥pnede TRUST er det sjette senteret for KI-forskning de har Ã¥pnet i Ã¥r. Hva slags rÃ¥d har han?\"},\"externalClassName\":\"paywall\"},\"text-29\":{\"type\":\"text\",\"text\":{\"value\":\"â Dere bÃ¸r begynne med Ã¥ legge til nuller i satsingsbelÃ¸pet, sier Bengio tÃ¸rt.\"},\"externalClassName\":\"paywall\"},\"text-30\":{\"type\":\"text\",\"text\":{\"value\":\"Bengio satser nÃ¥ resten av karrieren sin kun pÃ¥ Ã¥ lage sikre KI-modeller som ikke lÃ¸per lÃ¸psk pÃ¥ egenhÃ¥nd. Men selv han innser at AI Scientist aldri kan hindre at mennesker med onde hensikter bruker KI til sine egne formÃ¥l?\"},\"externalClassName\":\"paywall\"},\"text-31\":{\"type\":\"text\",\"text\":{\"value\":\"â Vi kommer ikke utenom at de kraftigste modellene mÃ¥ sikres godt. Vi mÃ¥ ha offentlig oppsyn med dem. Ellers kan selskapene ende opp med superkrefter som aldri bÃ¸r vÃ¦re i hendene pÃ¥ enkeltpersoner eller enkeltselskaper, sier Bengio.\"},\"externalClassName\":\"paywall\"},\"article-marker-end\":{\"type\":\"article-marker\",\"subtype\":\"end\",\"externalClassName\":\"paywall\"},\"widget-brand-metrics-survey\":{\"type\":\"widget\",\"subtype\":\"brand-metrics-survey\",\"key\":\"brand-metrics-survey\",\"externalClassName\":\"paywall\",\"impressionTracking\":{\"object\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey\",\"@type\":\"UIElement\",\"spt:custom\":{\"position\":{\"bundlePosition\":1,\"columnName\":\"main\"},\"layout\":{}},\"elementType\":\"Widget\",\"layout\":{},\"page\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4\",\"@type\":\"Article\",\"url\":\"https:\\u002F\\u002Fwww.aftenposten.no\\u002Fnorge\\u002Fi\\u002FwgyJe4\\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"},\"placement\":{\"primaryPosition\":1,\"columnName\":\"main\",\"source\":\"brand-metrics-survey\"}},\"target\":{}},\"clickTracking\":{\"object\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4:element:brand-metrics-survey\",\"@type\":\"UIElement\",\"spt:custom\":{\"position\":{\"bundlePosition\":1,\"columnName\":\"main\"},\"layout\":{}},\"elementType\":\"Widget\",\"layout\":{},\"page\":{\"@id\":\"sdrn:aftenposten:article:wgyJe4\",\"@type\":\"Article\",\"url\":\"https:\\u002F\\u002Fwww.aftenposten.no\\u002Fnorge\\u002Fi\\u002FwgyJe4\\u002Fki-professor-yoshua-bengio-med-ny-teknologi-for-trygg-kunstig-intelligens\"},\"placement\":{\"primaryPosition\":1,\"columnName\":\"main\",\"source\":\"brand-metrics-survey\"}},\"target\":{},\"action\":\"Click\"}},\"cta-box-cta-box-bottom\":{\"type\":\"cta-box\",\"subtype\":\"cta-box-bottom\",\"disableFreeArticleSharing\":false,\"externalClassName\":\"paywall\"},\"widget-recirculation-matrix\":{\"type\":\"widget\",\"subtype\":\"recirculation-matrix\",\"key\":\"related-articles\",\"title\":{\"value\":\"Les videre\"},\"items\":[{\"type\":\"bundle\",\"subtype\":\"related-articles\",\"items\":[{\"type\":\"teaser\",\"subtype\":\"medium\",\"layout\":\"medium\",\"target\":{\"type\":\"link:internal\",\"uri\":\"article:8q3GQw\",\"expandedUri\":\"https:\\u002F\\u002Fwww.aftenposten.no\\u002Fkultur\\u002Fi\\u002F8q3GQw\\u002Flanserer-ti-ki-bud-for-norge-maktubalansen-er-skremmende\"},\"title\":{\"value\":\"Mener KI kan tvinge frem borgerlÃ¸nn i Norge: â Faren er stÃ¸rre enn folk forstÃ¥r\"},\"standfirst\":{\"value\":\"Kan Norge ende opp som Venezuela eller Nigeria pÃ¥ grunn av KI-utviklingen? 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For tiden fokuserer jeg pÃ¥ generativ kunstig intelligens og de mange problemene og mulighetene denne nye teknologien skaper for oss mennesker. \\n\\n\\n**Bakgrunn:**\\nJeg er fÃ¸dt i 1969 og vokste opp i Trondheim. Siden jeg ble ansatt i Aftenposten i 1994, har jeg jobbet bÃ¥de som nyhetsreporter, anmelder, kommentator, programleder i web-TV, podkast-vert og som featurejournalist. Hele veien har kultur og teknologi vÃ¦rt mine hovedstolper. Jeg opptrer nÃ¥ som ekspert pÃ¥ teknologi bÃ¥de i Aftenpostens egne medier og i eksterne medier, og jeg holder ogsÃ¥ foredrag pÃ¥ feltet. Jeg har utgitt tre bÃ¸ker i skjÃ¦ringspunktet mellom mennesker og teknologi. Siste bÃ¸ker: Â«Knekk ChatGPT-kodenÂ» (2023) og Â«Kunstig intelligens â den usynlige revolusjonenÂ» (2018). Jeg har en bachelor i litteraturvitenskap fra NTNU, med blant annet kunsthistorie og historie i fagkretsen.\\n\\n**Presseetikk:**\\nI Aftenposten er vi opptatt av Ã¥ fÃ¸lge bestemmelsene i [VÃ¦r Varsom-plakaten](https:\\u002F\\u002Fpresse.no\\u002Fpfu\\u002Fetiske-regler\\u002Fvaer-varsom-plakaten\\u002F) og [Aftenpostens presseetiske husregler](https:\\u002F\\u002Fwww.aftenposten.no\\u002Fslik-jobber-vi-i-aftenposten\\u002Fi\\u002FXbXpOx\\u002Faftenpostens-presseetiske-regler). 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Magnus Nordrum Riseng\",\"description\":\"**Hva jeg dekker:**\\n\\nJeg jobber i Aftenpostens samfunn-redaksjon, der jeg skriver om helse og oppvekst. Dette innebÃ¦rer Ã¥ se pÃ¥ hvordan barn og unge pÃ¥virkes av KI og skjermer, hvordan det gÃ¥r med guttene, om barn bÃ¸r fÃ¥ slankemedisiner, og selvsagt mye, mye mer. \\n\\n\\n**Hvem jeg er:**\\n\\nJeg er fÃ¸dt i 1985, og vokste opp i Ski utenfor Oslo. Der hadde jeg, med unntak av en runde kreft i 3-Ã¥rs-alderen, en sÃ¦rdeles harmonisk og ordinÃ¦r oppvekst. Men selv om jeg ble bitt av journalistbasillen, kom jeg aldri inn pÃ¥ journaliststudiet. SÃ¥ i 2007 ble det medievitenskap ved NTNU i Trondheim, som jeg sÃ¸kte meg til nesten kun pÃ¥ grunn av det beryktede studentmiljÃ¸et. \\n\\nDer hadde jeg noen usedvanlig artige og lÃ¦rerike Ã¥r som journalist og reportasjeredaktÃ¸r i studentavisen Under Dusken. Etter Ã¥ ha fÃ¥tt mine fÃ¸rste frilans-artikler pÃ¥ trykk i A-magasinet (der jeg drÃ¸mte om Ã¥ fÃ¥ jobbe en dag), dro jeg i 2010 til USA for Ã¥ ta en mastergrad i journalistikk ved Boston University. \\n\\nI 2021 fikk jeg fast jobb i Aftenposten, da som journalist i A-magasinet.\\n\\n\\n**Etikk og kontakt:**\\n\\nSom journalist i Aftenposten fÃ¸lger jeg naturligvis [bestemmelsene i VÃ¦r varsom-plakaten](https:\\u002F\\u002Fpresse.no\\u002Fpfu\\u002Fetiske-regler\\u002Fvaer-varsom-plakaten\\u002F) og [Aftenpostens pressetiske husregler](https:\\u002F\\u002Fwww.aftenposten.no\\u002Fslik-jobber-vi-i-aftenposten\\u002Fi\\u002FXbXpOx\\u002Faftenpostens-presseetiske-regler), som innebÃ¦rer at jeg ikke kan handle aksjer, aldri betaler kilder for intervjuer, og en hel del annet. 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   "source_updated_at" : "2025-11-12 21:03:04",
   "summary" : "Yoshua Bengio er ikke bare verdens mest siterte forsker. Nå mener han også å ha funnet ut hvordan vi kan tøyle den…",
   "tags" : null,
   "title" : "Verdens mest anerkjente KI-professor er bekymret hva KI kan finne på. – Men nå tror jeg at jeg har en løsning.",
   "twitter_title" : null,
   "version" : 1
}