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   "content" : "# Googles KI fordreier kunnskap\n\n## Språkmodeller, ikke kunnskapsmodeller\n\n## Falske nettsider og kildekritikk\n\n## Tillit til kunnskap?\n\nNår søkegiganten kaller ukrainere for russere og feilaktig viser til Store norske leksikon som kilde, er det grunn til alvorlig bekymring.\n\nI mai lanserte Google kunstig intelligens-sammendrag (KI-sammendrag), som vises over søkeresultatene. Tekstene er skrevet av en språkmodell og inneholder ofte feil. Googles KI-sammendrag har enorm innvirkning på hvordan vi både finner og forstår kunnskap.\n\nI Store norske leksikon (SNL) bruker fagfolk mye tid på å vurdere formuleringer og nyanser. I vår nåværende artikkel om forfatteren Nikolaj Gogol beskrives han som en «russiskspråklig forfatter av ukrainsk opphav».\n\nOgså i Googles søkeresultater er tekstene nå generert av KI, og her forenkles av og til beskrivelsen til «russisk forfatter». Det er ulike meninger om hans nasjonalitet, men at Google forvrenger slike detaljer, er alvorlig, særlig i lys av krigen i Ukraina.\n\nStore norske leksikon er landets største nettsted for forskningsbasert kunnskapsformidling. Våre artikler er skrevet av mennesker, og vi tillater ikke tekst generert av KI. Vi blir oppriktig bekymret for norsk kunnskapsberedskap når Google finner opp tekst, oppgir oss som kilde og dermed utnytter vår kredibilitet.\n\nEt menneske som tvinges til å svare på noe det ikke vet, tyr til gjetning eller løgn. Generativ KI, som den som finnes i språkmodellene til ChatGPT, Copilot eller Google AI, fungerer litt på samme måte. Forskjellen er at den ikke selv vet når den lyver.\n\nDette gjelder selv når datagrunnlaget for KI-modellene er godt. En stor [gjennomgang av språkmodeller](https://www.bbc.co.uk/mediacentre/documents/news-integrity-in-ai-assistants-report.pdf) viste for eksempel at 45 prosent av KI-svarene i undersøkelsen inneholdt minst én betydelig feil.\n\nForskere ved OpenAI, som står bak ChatGPT, ga også [nylig ut en rapport](https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf) som viste at selv med svært godt datagrunnlag vil språkmodeller alltid kunne dikte opp resultater. Teknologien som ligger bak KI-tjenestene, gjør at de aldri vil kunne bli helt sannferdige. De er blitt bedre, men vil alltid ha et litt omtrentlig forhold til fakta. Vi må derfor lese kilder selv.\n\nMen også dette er blitt mer krevende. Er man for eksempel plaget av gallestein, foreslo Google i vårt tilfelle en artikkel på [Helseforskning.no](https://helseforskning.no/). Nettstedet ser troverdig ut, men forfatterens bilde er KI-generert, og «Om oss»-siden er et virvar av engelske floskler.\n\nFalske helsesider og «forskningsnettsteder» masseproduseres ved hjelp av KI – ofte for å tjene annonsepenger eller spre propaganda. Heldigvis finnes redaktørstyrte nettsider som tilrettelegger for kildekritikk. Wikipedia skrives anonymt, men har kildehenvisninger. Lesere kan selv vurdere disse.\n\nAll tekst i SNL er gjennomgått av navngitte fagfolk og redaktører. Vi tillater ingen anonyme bidragsytere, og alle kan se endringene som er gjort, av hvem og når.\n\nKI er et godt redskap om det brukes rett. KI-søk er effektivt for å finne kilder, men da må disse faktisk brukes. Vi i SNL bruker gjerne KI for å evaluere språk og disposisjoner, eller for å idémyldre. Men får man servert en ferdig tekst, er det lett å overse feil.\n\nBeslutningstagere, samfunnsledere og redaktørstyrte medier må sette seg bedre inn i hvordan teknologien faktisk fungerer, og ikke se seg blind på lovord om effektivisering. Flere kunnskapskilder bør erklære at de er fri for KI-generert tekst.\n\nSkal vi bevare tilliten til kunnskap, må vi vite hvem som står bak den. Det er ikke bare en teknologisk utfordring – det er et demokratisk ansvar.\n\n- [Erik BolstadSjefredaktør, Store norske leksikon](http://aftenposten.no/av/erik-bolstad-2)\n- [Vebjørn Granum KjersheimRedaktør, Store norske leksikon](http://aftenposten.no/av/vebjoern-granum-kjersheim)",
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   "metadata" : "{\"description\":\"Les innlegget fra Store norske leksikon.\",\"raw_feed_item\":\"<item>\\n            <title><![CDATA[Googles KI fordreier kunnskap]]></title>\\n            <link>https://www.aftenposten.no/meninger/debatt/i/nyk8xB/googles-ki-fordreier-kunnskap</link>\\n            <guid>https://www.aftenposten.no/i/nyk8xB</guid>\\n            <pubDate>Thu, 20 Nov 2025 04:44:45 GMT</pubDate>\\n            <description><![CDATA[Les innlegget fra Store norske leksikon.]]></description>\\n            <enclosure length=\\\"65535\\\" type=\\\"image/jpeg\\\" url=\\\"https://premium.vgc.no/v2/images/68b811dd-51ff-4562-9996-818ccf181964?fit=crop&amp;format=auto&amp;h=1152&amp;tight=true&amp;w=2048&amp;s=23d29da1bdd322749551d640f8281a7f1df0a7fb\\\" />\\n        </item>\",\"published_at\":\"2025-11-20 04:44:45\",\"twitter\":{},\"og\":{\"type\":\"article\",\"title\":\"Googles KI fordreier kunnskap\",\"description\":\"Les innlegget fra Store norske leksikon.\",\"image:height\":\"1365\",\"url\":\"https://www.aftenposten.no/meninger/debatt/i/nyk8xB/googles-ki-fordreier-kunnskap\",\"image:width\":\"2048\",\"image\":\"https://premium.vgc.no/v2/images/1061d0fd-c47c-4b58-bdea-bc6333637fb3?fit=crop&format=auto&h=1365&w=2048&s=cdc17cfbc5fd747122c3394d9bd552836a85f626\"},\"content\":\"# Googles KI fordreier kunnskap\\n\\n## Språkmodeller, ikke kunnskapsmodeller\\n\\n## Falske nettsider og kildekritikk\\n\\n## Tillit til kunnskap?\\n\\nNår søkegiganten kaller ukrainere for russere og feilaktig viser til Store norske leksikon som kilde, er det grunn til alvorlig bekymring.\\n\\nI mai lanserte Google kunstig intelligens-sammendrag (KI-sammendrag), som vises over søkeresultatene. Tekstene er skrevet av en språkmodell og inneholder ofte feil. Googles KI-sammendrag har enorm innvirkning på hvordan vi både finner og forstår kunnskap.\\n\\nI Store norske leksikon (SNL) bruker fagfolk mye tid på å vurdere formuleringer og nyanser. I vår nåværende artikkel om forfatteren Nikolaj Gogol beskrives han som en «russiskspråklig forfatter av ukrainsk opphav».\\n\\nOgså i Googles søkeresultater er tekstene nå generert av KI, og her forenkles av og til beskrivelsen til «russisk forfatter». Det er ulike meninger om hans nasjonalitet, men at Google forvrenger slike detaljer, er alvorlig, særlig i lys av krigen i Ukraina.\\n\\nStore norske leksikon er landets største nettsted for forskningsbasert kunnskapsformidling. Våre artikler er skrevet av mennesker, og vi tillater ikke tekst generert av KI. Vi blir oppriktig bekymret for norsk kunnskapsberedskap når Google finner opp tekst, oppgir oss som kilde og dermed utnytter vår kredibilitet.\\n\\nEt menneske som tvinges til å svare på noe det ikke vet, tyr til gjetning eller løgn. Generativ KI, som den som finnes i språkmodellene til ChatGPT, Copilot eller Google AI, fungerer litt på samme måte. Forskjellen er at den ikke selv vet når den lyver.\\n\\nDette gjelder selv når datagrunnlaget for KI-modellene er godt. En stor [gjennomgang av språkmodeller](https://www.bbc.co.uk/mediacentre/documents/news-integrity-in-ai-assistants-report.pdf) viste for eksempel at 45 prosent av KI-svarene i undersøkelsen inneholdt minst én betydelig feil.\\n\\nForskere ved OpenAI, som står bak ChatGPT, ga også [nylig ut en rapport](https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf) som viste at selv med svært godt datagrunnlag vil språkmodeller alltid kunne dikte opp resultater. Teknologien som ligger bak KI-tjenestene, gjør at de aldri vil kunne bli helt sannferdige. De er blitt bedre, men vil alltid ha et litt omtrentlig forhold til fakta. Vi må derfor lese kilder selv.\\n\\nMen også dette er blitt mer krevende. Er man for eksempel plaget av gallestein, foreslo Google i vårt tilfelle en artikkel på [Helseforskning.no](https://helseforskning.no/). Nettstedet ser troverdig ut, men forfatterens bilde er KI-generert, og «Om oss»-siden er et virvar av engelske floskler.\\n\\nFalske helsesider og «forskningsnettsteder» masseproduseres ved hjelp av KI – ofte for å tjene annonsepenger eller spre propaganda. Heldigvis finnes redaktørstyrte nettsider som tilrettelegger for kildekritikk. Wikipedia skrives anonymt, men har kildehenvisninger. Lesere kan selv vurdere disse.\\n\\nAll tekst i SNL er gjennomgått av navngitte fagfolk og redaktører. Vi tillater ingen anonyme bidragsytere, og alle kan se endringene som er gjort, av hvem og når.\\n\\nKI er et godt redskap om det brukes rett. KI-søk er effektivt for å finne kilder, men da må disse faktisk brukes. Vi i SNL bruker gjerne KI for å evaluere språk og disposisjoner, eller for å idémyldre. Men får man servert en ferdig tekst, er det lett å overse feil.\\n\\nBeslutningstagere, samfunnsledere og redaktørstyrte medier må sette seg bedre inn i hvordan teknologien faktisk fungerer, og ikke se seg blind på lovord om effektivisering. Flere kunnskapskilder bør erklære at de er fri for KI-generert tekst.\\n\\nSkal vi bevare tilliten til kunnskap, må vi vite hvem som står bak den. Det er ikke bare en teknologisk utfordring – det er et demokratisk ansvar.\\n\\n- [Erik BolstadSjefredaktør, Store norske leksikon](http://aftenposten.no/av/erik-bolstad-2)\\n- [Vebjørn Granum KjersheimRedaktør, Store norske leksikon](http://aftenposten.no/av/vebjoern-granum-kjersheim)\",\"image_url\":\"https://premium.vgc.no/v2/images/1061d0fd-c47c-4b58-bdea-bc6333637fb3?fit=crop&format=auto&h=1365&w=2048&s=cdc17cfbc5fd747122c3394d9bd552836a85f626\",\"source_updated_at\":\"2025-11-19 11:29:35\",\"title\":\"Googles KI fordreier kunnskap\",\"keywords\":[],\"meta\":{\"msapplication-TileColor\":\"#fff\",\"robots\":\"max-image-preview:large\",\"apple-mobile-web-app-title\":\"Aftenposten\",\"msapplication-config\":\"/cnp-assets/favicon-6c399f1f/browserconfig.xml\",\"viewport\":\"width=device-width, initial-scale=1.0\",\"apple-mobile-web-app-capable\":\"yes\",\"theme-color\":\"#fff\",\"description\":\"Les innlegget fra Store norske leksikon.\",\"mobile-web-app-capable\":\"yes\",\"apple-mobile-web-app-status-bar-style\":\"black-translucent\",\"application-name\":\"Aftenposten\",\"msapplication-TileImage\":\"/cnp-assets/favicon-6c399f1f/mstile-144x144.png\"},\"author\":\"\",\"schema\":{\"microdata\":{\"datePublished\":\"15. november\"}}}",
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img{max-width:100%;}</style>\n    \n  </head>\n  \n      \n    <body class=\"opinion\">\n      \n      \n      <div id=\"application\"><div><!-- googleoff: index --></div><div id=\"data-controller-stripe\"></div><div><!-- googleon: index --></div><div id=\"core-header-html-container\" data-core-header-intro-variant=\"others\"><header class=\"ch-core-header\">\n      <a id=\"skip-link\" href=#main-content>Hopp til innhold</a>\n    <input type=\"checkbox\" class=\"ch-menu-state\" id=\"ch-menu-state\" autocomplete=\"off\">\n    <script>document.querySelector('#ch-menu-state').checked = false;</script>\n\n    <!-- MAIN HEADER -->\n    <div class=\"ch-header-main \">\n        <div class=\"ch-inner-container\">\n            <a class=\"ch-logo\" href=\"/\">\n                <i class=\"ch-icon ch-icon-logo\"></i>\n                <div class=\"ch-icon-label\">Aftenposten</div>\n            </a>\n            <div class=\"ch-nav-search-container\">\n                <nav class=\"ch-main-links\" 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rel=\"\" target=\"\" aria-label=\"Debatt\" theme=\"opinion\">Debatt</a></div><div class=\"hyperion-css-semo9s\"><a data-test-tag=\"internal-link\" href=\"/tag/kunstig-intelligens-2\" class=\"hyperion-css-1raymq9\" rel=\"\" target=\"\" aria-label=\"Kunstig intelligens\" theme=\"opinion\">Kunstig intelligens</a></div></div><h1 class=\"extendedContent h1 hyperion-css-j2lk82\" data-test-tag=\"headline\">Googles KI fordreier kunnskap</h1><div class=\"extendedContent hyperion-css-cgw1f6\"><div class=\"hyperion-css-13cyg6p\" data-test-tag=\"byline\" data-testid=\"byline\"><ul data-test-tag=\"byline:authors\" data-testid=\"byline:authors\" class=\"hyperion-css-zsib83\"><li class=\"hyperion-css-10c38m6\"><a title=\"Se journalistens profil: Erik Bolstad\" aria-label=\"Se journalistens profil: Erik Bolstad\" href=\"http://aftenposten.no/av/erik-bolstad-2\" class=\"hyperion-css-1u7c6r7\"><div class=\"hyperion-css-0\"><span class=\"byline-name hyperion-css-1ftacoo\" data-test-tag=\"byline:author-name\" data-testid=\"byline:author-name\">Erik Bolstad</span><div class=\"hyperion-css-c2jcik\">Sjefredaktør, Store norske leksikon</div></div></a></li><li class=\"hyperion-css-10c38m6\"><a title=\"Se journalistens profil: Vebjørn Granum Kjersheim\" aria-label=\"Se journalistens profil: Vebjørn Granum Kjersheim\" href=\"http://aftenposten.no/av/vebjoern-granum-kjersheim\" class=\"hyperion-css-1u7c6r7\"><div class=\"hyperion-css-0\"><span class=\"byline-name hyperion-css-1ftacoo\" data-test-tag=\"byline:author-name\" data-testid=\"byline:author-name\">Vebjørn Granum Kjersheim</span><div class=\"hyperion-css-c2jcik\">Redaktør, Store norske leksikon</div></div></a></li></ul></div></div><div class=\"hyperion-css-ytalhi\"><div class=\"hyperion-css-upuxee\"><div class=\"contentWidth hyperion-css-eemj7d\"><div class=\"hyperion-css-152x5og\"><div class=\"hyperion-css-1xdhyk6\"></div></div></div></div><div class=\"hyperion-css-6kzd76\"></div></div><figure data-test-tag=\"image\" class=\"image fullWidthDesktop top stretch-image-asset-on-mobile landscape hyperion-css-mochwu\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=9567bbd7c6c26144f2b51e6391df5c9ed575764d\" srcSet=\"https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=1365&amp;w=2048&amp;s=9567bbd7c6c26144f2b51e6391df5c9ed575764d 2048w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=960&amp;w=1440&amp;s=e29bfec0ebd89c1ac067105473469d8b3a95a1c1 1440w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=683&amp;w=1024&amp;s=d3f77e3c23e1587b4574427be31622d4775fab96 1024w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=653&amp;w=980&amp;s=cad54e46c8a00029dd7811bea2bd5c2f47c7ac74 980w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=520&amp;w=780&amp;s=b923496b2cfa9cd706adbac761c1d55afb6ef633 780w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=387&amp;w=580&amp;s=2f88e185f09cf7ff48db6406df25b4228d18798a 580w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=253&amp;w=380&amp;s=be8593891b2f569a9a46b80db7b0a16cd06a676f 380w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=133&amp;w=200&amp;s=06aa1b0944999126ca405a014afd9195ae894335 200w,https://premium.vgc.no/v2/images/e12ef399-9ffc-48f6-af02-169b084e8d1d?fit=crop&amp;format=auto&amp;h=67&amp;w=100&amp;s=34a5ff9709cd997082b73813122cc7e7385e8e2b 100w\" alt=\"KI er et godt redskap om det brukes rett, skriver innleggsforfatterne.\" 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\">KI er et godt redskap om det brukes rett, skriver innleggsforfatterne.</span><span class=\"image-byline hyperion-css-161dy2i\"> Illustrasjonsfoto: Thibault Camus, AP / NTB</span></figcaption></figure><p class=\"contentWidth hyperion-css-1mepuqa\" data-test-tag=\"lead-text\">Når søkegiganten kaller ukrainere for russere og feilaktig viser til Store norske leksikon som kilde, er det grunn til alvorlig bekymring.</p><div class=\"paywall hyperion-css-h9wc15\" data-test-tag=\"timestamp\"><div><time itemProp=\"datePublished\" dateTime=\"2025-11-20T04:44:45Z\" aria-label=\"Publisert: 20.11.2025 05:44\">Publisert: 20.11.2025 05:44</time></div></div><p class=\"paywall hyperion-css-1j42uic\">I mai lanserte Google kunstig intelligens-sammendrag (KI-sammendrag), som vises over søkeresultatene. Tekstene er skrevet av en språkmodell og inneholder ofte feil. Googles KI-sammendrag har enorm innvirkning på hvordan vi både finner og forstår kunnskap.</p><p class=\"paywall hyperion-css-1j42uic\">I Store norske leksikon (SNL) bruker fagfolk mye tid på å vurdere formuleringer og nyanser. I vår nåværende artikkel om forfatteren Nikolaj Gogol beskrives han som en «russiskspråklig forfatter av ukrainsk opphav». </p><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_1\" class=\"advertory-aftenposten-netboard__article\"></div></div><p class=\"paywall hyperion-css-1j42uic\">Også i Googles søkeresultater er tekstene nå generert av KI, og her forenkles av og til beskrivelsen til «russisk forfatter». Det er ulike meninger om hans nasjonalitet, men at Google forvrenger slike detaljer, er alvorlig, særlig i lys av krigen i Ukraina.</p><figure data-test-tag=\"image\" class=\"image extendedContent stretch-image-asset-on-mobile landscape hyperion-css-1dzjuby\"><img class=\"image-asset hyperion-css-u06ts1\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=1150&amp;w=2048&amp;s=40c72b535127afe88bd38da260eb3bb512cc5ea3\" srcSet=\"https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=1150&amp;w=2048&amp;s=40c72b535127afe88bd38da260eb3bb512cc5ea3 2048w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=809&amp;w=1440&amp;s=ceccac01418a9dee37fc0d6e76feb5b017cee456 1440w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=575&amp;w=1024&amp;s=5fa314ab821e208df85fec3b40b48bbc131b965c 1024w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=550&amp;w=980&amp;s=45955921788a37d2d4bed867abb9b98f3930b259 980w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=438&amp;w=780&amp;s=2067868e4a203aa97247a1f7c11cda1b661da52c 780w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=326&amp;w=580&amp;s=b8bee74797125354a7b5e5dd5c93489c034fc9df 580w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=213&amp;w=380&amp;s=0dbc441c953f56a081450483754346035cdc422e 380w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=112&amp;w=200&amp;s=43b47df4ff308c073d27ddddee7e0ccd7724746c 200w,https://premium.vgc.no/v2/images/ddd10f72-c322-4a47-9a63-62a88575a014?fit=crop&amp;format=auto&amp;h=56&amp;w=100&amp;s=ef8a8f896c33d7c637713f1013bcb26209b4ca55 100w\" alt=\"Her oppgir Google at Nikolaj Gogol var «russisk forfatter» og viser til SNL som kilde. Dette er ikke et utdrag, men en oppdiktet KI-tekst, ifølge innleggsforfatterne.\" sizes=\"(min-width: 380px) 980px, 100vw\" loading=\"eager\" fetchpriority=\"high\" style=\"aspect-ratio:2048 / 1150\"/><figcaption class=\"image-figcaption hyperion-css-1ksg4fz\" data-test-tag=\"image:caption\"><span class=\"image-caption\" aria-hidden=\"true\">Her oppgir Google at Nikolaj Gogol var «russisk forfatter» og viser til SNL som kilde. Dette er ikke et utdrag, men en oppdiktet KI-tekst, ifølge innleggsforfatterne.</span><span class=\"image-byline hyperion-css-161dy2i\"> Foto: Skjermdump lastet ned av innleggsforfatterne</span></figcaption></figure><p class=\"paywall hyperion-css-1j42uic\">Store norske leksikon er landets største nettsted for forskningsbasert kunnskapsformidling. Våre artikler er skrevet av mennesker, og vi tillater ikke tekst generert av KI. Vi blir oppriktig bekymret for norsk kunnskapsberedskap når Google finner opp tekst, oppgir oss som kilde og dermed utnytter vår kredibilitet.</p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Språkmodeller, ikke kunnskapsmodeller</h2><p class=\"paywall hyperion-css-1j42uic\">Et menneske som tvinges til å svare på noe det ikke vet, tyr til gjetning eller løgn. Generativ KI, som den som finnes i språkmodellene til ChatGPT, Copilot eller Google AI, fungerer litt på samme måte. Forskjellen er at den ikke selv vet når den lyver.</p><p class=\"paywall hyperion-css-1j42uic\">Dette gjelder selv når datagrunnlaget for KI-modellene er godt. En stor <a aria-label=\"gjennomgang av språkmodeller\" class=\"opinion hyperion-css-1raymq9\" href=\"https://www.bbc.co.uk/mediacentre/documents/news-integrity-in-ai-assistants-report.pdf\" target=\"_blank\" rel=\"noopener nofollow noreferrer\" data-test-tag=\"external-link\">gjennomgang av språkmodeller</a> viste for eksempel at 45 prosent av KI-svarene i undersøkelsen inneholdt minst én betydelig feil. </p><p class=\"paywall hyperion-css-1j42uic\">Forskere ved OpenAI, som står bak ChatGPT, ga også <a aria-label=\"nylig ut en rapport\" class=\"opinion hyperion-css-1raymq9\" href=\"https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf\" target=\"_blank\" rel=\"noopener nofollow noreferrer\" data-test-tag=\"external-link\">nylig ut en rapport</a> som viste at selv med svært godt datagrunnlag vil språkmodeller alltid kunne dikte opp resultater. Teknologien som ligger bak KI-tjenestene, gjør at de aldri vil kunne bli helt sannferdige. De er blitt bedre, men vil alltid ha et litt omtrentlig forhold til fakta. Vi må derfor lese kilder selv.</p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Falske nettsider og kildekritikk</h2><p class=\"paywall hyperion-css-1j42uic\">Men også dette er blitt mer krevende. Er man for eksempel plaget av gallestein, foreslo Google i vårt tilfelle en artikkel på <a aria-label=\"Helseforskning.no\" class=\"opinion hyperion-css-1raymq9\" href=\"https://helseforskning.no/\" target=\"_blank\" rel=\"noopener nofollow noreferrer\" data-test-tag=\"external-link\">Helseforskning.no</a>. Nettstedet ser troverdig ut, men forfatterens bilde er KI-generert, og «Om oss»-siden er et virvar av engelske floskler. </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\">Falske helsesider og «forskningsnettsteder» masseproduseres ved hjelp av KI – ofte for å tjene annonsepenger eller spre propaganda. Heldigvis finnes redaktørstyrte nettsider som tilrettelegger for kildekritikk. Wikipedia skrives anonymt, men har kildehenvisninger. Lesere kan selv vurdere disse. </p><p class=\"paywall hyperion-css-1j42uic\">All tekst i SNL er gjennomgått av navngitte fagfolk og redaktører. Vi tillater ingen anonyme bidragsytere, og alle kan se endringene som er gjort, av hvem og når.</p><h2 class=\"paywall hyperion-css-npxxyf\" data-test-tag=\"paragraph-header\">Tillit til kunnskap?</h2><p class=\"paywall hyperion-css-1j42uic\">KI er et godt redskap om det brukes rett. KI-søk er effektivt for å finne kilder, men da må disse faktisk brukes. Vi i SNL bruker gjerne KI for å evaluere språk og disposisjoner, eller for å idémyldre. Men får man servert en ferdig tekst, er det lett å overse feil.</p><p class=\"paywall hyperion-css-1j42uic\">Beslutningstagere, samfunnsledere og redaktørstyrte medier må sette seg bedre inn i hvordan teknologien faktisk fungerer, og ikke se seg blind på lovord om effektivisering. Flere kunnskapskilder bør erklære at de er fri for KI-generert tekst.</p><p class=\"paywall hyperion-css-1j42uic\">Skal vi bevare tilliten til kunnskap, må vi vite hvem som står bak den. Det er ikke bare en teknologisk utfordring – det er et demokratisk ansvar.</p></article><div id=\"brandmetrics-survey\" class=\"advertory-brandmetrics-survey\"></div><div class=\"hyperion-css-1lkfsxc\"><button aria-label=\"Vis kommentarer\" title=\"Vis kommentarer\" type=\"button\" class=\"hyperion-css-1q6qqhb\"> <!-- -->Vis<!-- --> <!-- -->kommentarer</button></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=\"/meninger/debatt/i/LMyAwR/stopp-bruken-av-kunstig-intelligens-til-kunnskapsarbeid\" class=\"imagePosition-top medium opinion-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"Vi må slutte å bruke KI i kunnskapsarbeid\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-1xorvmw\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=5cf8561a1754ba5e0e2e2ea386b37b2645580b01\" srcSet=\"https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=5cf8561a1754ba5e0e2e2ea386b37b2645580b01 2048w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=9078e4719ec3dbda3e54b447b7b662450a11c0a0 1440w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=20f5957174aff75cfe435b8695fbeac64a798f51 1024w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=8e51e5467988ca80e43c02d1d7b06f24c0ae8723 980w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=d6283c92d282303c5ebf8c669d9f96d92a070fae 780w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=b54929046b966f80ae5de59b2d03a5a625c43961 580w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=14ebac4fee3fe58b19251a591b60e85a8e4f561e 380w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=fe381ee660ff79be7372e87ee1cbd627a3e23198 200w,https://premium.vgc.no/v2/images/1a504860-b138-42d8-acad-2cf1f1f65c99?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=e73332c8611eb7668d8477eb8fc2e87270c9f313 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\">DEBATT<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-11-05T05:18:50Z\" aria-label=\"2025-11-05T05:18:50Z\" pubdate=\"pubdate\">5. november</time></div></div></div><div class=\"opinion hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">Vi må slutte å bruke KI i kunnskapsarbeid</h2></div></div></a></li><li class=\"hyperion-css-1lcs599\"><a data-test-tag=\"teaser-medium:link-internal\" href=\"/meninger/debatt/i/739LpV/kunstig-intelligens-trenger-kontroll-ikke-forbud\" class=\"imagePosition-top medium opinion-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"Et forbud gjør bare én ting: Det dytter bruken av kunstig intelligens under jorden. Til «skyggebruk».\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-q38z8l\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=95c36a2d7b9f8815ee980f90bed4f51dca117591\" srcSet=\"https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=95c36a2d7b9f8815ee980f90bed4f51dca117591 2048w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=199294848d3ded797c4f37279c2a0d4406162d2d 1440w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=5db52abf2e28c5a873b6551ae2c489ea66c0d7e3 1024w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=087bad5107998fa29ae543ac8275fa15106e1891 980w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=5cbb57af2a7a782535fe68e8b741837657b2a7ad 780w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=41afe3111ac66a2dc2d321f6d0921b1ac78f6b78 580w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=b54241bea71533506932c80b93fc507452880c29 380w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=8cc08e417e73530ebf2eaf433185067c87e3ed2d 200w,https://premium.vgc.no/v2/images/fc87e610-87a8-4913-8833-c494626b8e4f?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=e5dcc93819347a11ff2aee53356e631448695b3f 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\">DEBATT<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-11-13T17:36:26Z\" aria-label=\"2025-11-13T17:36:26Z\" pubdate=\"pubdate\">13. november</time></div></div></div><div class=\"opinion hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">Et forbud gjør bare én ting: Det dytter bruken av kunstig intelligens under jorden. Til «skyggebruk».</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/debatt/i/dRg96w/falske-nyheter-finnes-ikke\" class=\"imagePosition-top medium opinion-teaser hyperion-css-bvr9ut\" rel=\"\" target=\"\" aria-label=\"«Falske nyheter» finnes ikke\"><div class=\"hyperion-css-bjn8wh\"><div class=\"hyperion-css-1k8sl4j\"><img class=\"image-asset hyperion-css-ppm4d5\" data-test-tag=\"image-asset\" src=\"https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=4b863c2c5ce9396068ca7e98cf5194ccf73603e6\" srcSet=\"https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=1536&amp;w=2048&amp;s=4b863c2c5ce9396068ca7e98cf5194ccf73603e6 2048w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=1080&amp;w=1440&amp;s=4aa841e91d8b02932ae1348558889ba4b544d2c7 1440w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=768&amp;w=1024&amp;s=b3b2905ecc781ce85f9e313ff0a58bc44dc0a649 1024w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=735&amp;w=980&amp;s=3730df2d6e486ea707bf10b07ed0829aa39133fa 980w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=585&amp;w=780&amp;s=51f0dd735be361fcb7d20cc1e75d6d2c872c4486 780w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=435&amp;w=580&amp;s=4f28a9ec3f7b863ba1f0b6b4a45a78405a956e38 580w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=285&amp;w=380&amp;s=3e8656912ae19c95b481d0ead5324614eabcd2ad 380w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=150&amp;w=200&amp;s=9690e721801b4fc4ef3bc33372e7ed7098e05e9c 200w,https://premium.vgc.no/v2/images/55470e52-e236-428a-91a4-1d8a339622e6?fit=crop&amp;format=auto&amp;h=75&amp;w=100&amp;s=84714848e3e9b0ac3d3a78d0e338483e7c29d1ff 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\">DEBATT<div class=\"timestamp friendly hyperion-css-10eh1jy\" data-test-tag=\"timestamp\"><span class=\"hyperion-css-ea91rp\">Publisert:</span><div><time itemProp=\"datePublished\" dateTime=\"2025-11-15T15:02:36Z\" aria-label=\"2025-11-15T15:02:36Z\" pubdate=\"pubdate\">15. november</time></div></div></div><div class=\"opinion hyperion-css-1ucd1we\"><h2 class=\"hyperion-css-1hyuqep\">«Falske nyheter» finnes ikke</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 class=\"hyperion-css-19mvxvm\"><li class=\"hyperion-css-1og0r8\"><a data-test-tag=\"internal-link\" href=\"/tag/kunstig-intelligens-2\" class=\"hyperion-css-vpoaev\" rel=\"\" target=\"\" aria-label=\"Kunstig intelligens\"><span class=\"hyperion-css-0\">Kunstig intelligens</span></a></li><li class=\"hyperion-css-1og0r8\"><a data-test-tag=\"internal-link\" href=\"/tag/spraakmodeller\" class=\"hyperion-css-vpoaev\" rel=\"\" target=\"\" aria-label=\"Språkmodeller\"><span class=\"hyperion-css-0\">Språkmodeller</span></a></li><li class=\"hyperion-css-1og0r8\"><a data-test-tag=\"internal-link\" href=\"/tag/fagkunnskap\" class=\"hyperion-css-vpoaev\" rel=\"\" target=\"\" aria-label=\"Fagkunnskap\"><span class=\"hyperion-css-0\">Fagkunnskap</span></a></li></ol></div></div><div class=\"advertory-aftenposten-netboard-wrapper__article \"><div id=\"netboard_5\" class=\"advertory-aftenposten-netboard__article\"></div></div><div class=\"observer-placeholder\"><noscript></noscript></div><div class=\"hyperion-css-1q3hux1\"><button aria-label=\"Tilbake til forsiden\" title=\"Tilbake til forsiden\" type=\"button\" class=\"hyperion-css-1t4sy44\">Tilbake til forsiden</button></div><div class=\"advertory-aftenposten-netboard-wrapper__article advertory-aftenposten-bottom-ad\"><div id=\"netboard_6\" class=\"advertory-aftenposten-netboard__article\"></div></div></div><div></div></div><div id=\"superright-side\" class=\"hyperion-css-1927kqg\"><div class=\"advertory-aftenposten-skyscraperright_1-wrapper\"><div id=\"skyscraperright_1\" class=\"advertory-aftenposten-skyscraperright_1\"></div></div></div></div><footer role=\"contentinfo\" 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{\"location\":{\"pathname\":\"\\u002Fmeninger\\u002Fdebatt\\u002Fi\\u002Fnyk8xB\\u002Fgoogles-ki-fordreier-kunnskap\",\"type\":\"@@ROUTE\\u002Fpage-article\\u002FARTICLE\",\"payload\":{\"section\":\"meninger\\u002Fdebatt\",\"articleId\":\"nyk8xB\",\"title\":\"googles-ki-fordreier-kunnskap\"},\"prev\":{\"pathname\":\"\",\"type\":\"\",\"payload\":{}},\"kind\":\"load\",\"hasSSR\":true,\"routesMap\":{\"@@ROUTE\\u002Fdummy-frontpage\\u002FFRONT\":{\"path\":\"\\u002F\",\"screen\":{\"compare\":null,\"displayName\":\"Connect(Component)\"}},\"@@ROUTE\\u002Fpodcasts\\u002FPODCAST-PODCAST-HOME\":{\"screen\":{\"compare\":null,\"displayName\":\"Connect(Component)\"},\"path\":\"\\u002Fpodkast\",\"endpoint\":\"\\u002Fpages\\u002Fpodcasts\\u002F?\\u003C%= params 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\"}},\"text-lead\":{\"type\":\"text\",\"text\":{\"value\":\"Når søkegiganten kaller ukrainere for russere og feilaktig viser til Store norske leksikon som kilde, er det grunn til alvorlig bekymring.\"},\"subtype\":\"lead\",\"layout\":\"contentWidth\"},\"text-timestamp\":{\"type\":\"text\",\"subtype\":\"timestamp\",\"text\":{\"value\":\"Publisert: 20.11.2025 05:44\",\"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\":\"Få en kjapp oversikt over de største nyhetene, rett i innboksen, hver morgen.\",\"newsletterSignupMessage\":\"Takk, din påmelding er registrert. Administrer dine nyhetsbrev på \\\"Min side\\\".\",\"needsSubscription\":false,\"secondaryNewsletter\":{\"newsletterPublication\":\"ap\",\"newsletterId\":\"ba1a0e9b-996c-46bb-9ec7-8ac5c851fdc8\",\"newsletterName\":\"Se. Lese. Høre. Gjøre.\",\"newsletterDescription\":\"Debattredaktør Erik Tornes sender deg de mest interessante anmeldelsene og debattene.\",\"needsSubscription\":false},\"externalClassName\":\"paywall\"},\"article-marker-content-start\":{\"type\":\"article-marker\",\"subtype\":\"content-start\",\"externalClassName\":\"paywall\"},\"text\":{\"type\":\"text\",\"text\":{\"value\":\"I mai lanserte Google kunstig intelligens-sammendrag (KI-sammendrag), som vises over søkeresultatene. Tekstene er skrevet av en språkmodell og inneholder ofte feil. Googles KI-sammendrag har enorm innvirkning på hvordan vi både finner og forstår kunnskap.\"},\"externalClassName\":\"paywall\"},\"text-0\":{\"type\":\"text\",\"text\":{\"value\":\"I Store norske leksikon (SNL) bruker fagfolk mye tid på å vurdere formuleringer og nyanser. I vår nåværende artikkel om forfatteren Nikolaj Gogol beskrives han som en «russiskspråklig forfatter av ukrainsk opphav». \"},\"externalClassName\":\"paywall\"},\"text-1\":{\"type\":\"text\",\"text\":{\"value\":\"Også i Googles søkeresultater er tekstene nå generert av KI, og her forenkles av og til beskrivelsen til «russisk forfatter». Det er ulike meninger om hans nasjonalitet, men at Google forvrenger slike detaljer, er alvorlig, særlig i lys av krigen i Ukraina.\"},\"externalClassName\":\"paywall\"},\"image-2\":{\"caption\":{\"value\":\"Her oppgir Google at Nikolaj Gogol var «russisk forfatter» og viser til SNL som kilde. 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Våre artikler er skrevet av mennesker, og vi tillater ikke tekst generert av KI. Vi blir oppriktig bekymret for norsk kunnskapsberedskap når Google finner opp tekst, oppgir oss som kilde og dermed utnytter vår kredibilitet.\"},\"externalClassName\":\"paywall\"},\"text-heading\":{\"type\":\"text\",\"text\":{\"value\":\"Språkmodeller, ikke kunnskapsmodeller\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-4\":{\"type\":\"text\",\"text\":{\"value\":\"Et menneske som tvinges til å svare på noe det ikke vet, tyr til gjetning eller løgn. Generativ KI, som den som finnes i språkmodellene til ChatGPT, Copilot eller Google AI, fungerer litt på samme måte. Forskjellen er at den ikke selv vet når den lyver.\"},\"externalClassName\":\"paywall\"},\"text-5\":{\"type\":\"text\",\"text\":{\"value\":\"Dette gjelder selv når datagrunnlaget for KI-modellene er godt. En stor gjennomgang av språkmodeller viste for eksempel at 45 prosent av KI-svarene i undersøkelsen inneholdt minst én betydelig feil. \",\"markup\":[{\"type\":\"link:external\",\"offset\":72,\"length\":28,\"uri\":\"https:\\u002F\\u002Fwww.bbc.co.uk\\u002Fmediacentre\\u002Fdocuments\\u002Fnews-integrity-in-ai-assistants-report.pdf\",\"relationships\":[\"nofollow\",\"noreferrer\"]}]},\"externalClassName\":\"paywall\"},\"text-6\":{\"type\":\"text\",\"text\":{\"value\":\"Forskere ved OpenAI, som står bak ChatGPT, ga også nylig ut en rapport som viste at selv med svært godt datagrunnlag vil språkmodeller alltid kunne dikte opp resultater. Teknologien som ligger bak KI-tjenestene, gjør at de aldri vil kunne bli helt sannferdige. De er blitt bedre, men vil alltid ha et litt omtrentlig forhold til fakta. Vi må derfor lese kilder selv.\",\"markup\":[{\"type\":\"link:external\",\"offset\":51,\"length\":19,\"uri\":\"https:\\u002F\\u002Fcdn.openai.com\\u002Fpdf\\u002Fd04913be-3f6f-4d2b-b283-ff432ef4aaa5\\u002Fwhy-language-models-hallucinate.pdf\",\"relationships\":[\"nofollow\",\"noreferrer\"]}]},\"externalClassName\":\"paywall\"},\"text-heading-7\":{\"type\":\"text\",\"text\":{\"value\":\"Falske nettsider og kildekritikk\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-8\":{\"type\":\"text\",\"text\":{\"value\":\"Men også dette er blitt mer krevende. Er man for eksempel plaget av gallestein, foreslo Google i vårt tilfelle en artikkel på Helseforskning.no. Nettstedet ser troverdig ut, men forfatterens bilde er KI-generert, og «Om oss»-siden er et virvar av engelske floskler. \",\"markup\":[{\"type\":\"link:external\",\"offset\":126,\"length\":17,\"uri\":\"https:\\u002F\\u002Fhelseforskning.no\\u002F\",\"relationships\":[\"nofollow\",\"noreferrer\"]}]},\"externalClassName\":\"paywall\"},\"text-9\":{\"type\":\"text\",\"text\":{\"value\":\"Falske helsesider og «forskningsnettsteder» masseproduseres ved hjelp av KI – ofte for å tjene annonsepenger eller spre propaganda. Heldigvis finnes redaktørstyrte nettsider som tilrettelegger for kildekritikk. Wikipedia skrives anonymt, men har kildehenvisninger. Lesere kan selv vurdere disse. \"},\"externalClassName\":\"paywall\"},\"text-10\":{\"type\":\"text\",\"text\":{\"value\":\"All tekst i SNL er gjennomgått av navngitte fagfolk og redaktører. Vi tillater ingen anonyme bidragsytere, og alle kan se endringene som er gjort, av hvem og når.\"},\"externalClassName\":\"paywall\"},\"text-heading-11\":{\"type\":\"text\",\"text\":{\"value\":\"Tillit til kunnskap?\"},\"subtype\":\"heading\",\"externalClassName\":\"paywall\"},\"text-12\":{\"type\":\"text\",\"text\":{\"value\":\"KI er et godt redskap om det brukes rett. KI-søk er effektivt for å finne kilder, men da må disse faktisk brukes. Vi i SNL bruker gjerne KI for å evaluere språk og disposisjoner, eller for å idémyldre. Men får man servert en ferdig tekst, er det lett å overse feil.\"},\"externalClassName\":\"paywall\"},\"text-13\":{\"type\":\"text\",\"text\":{\"value\":\"Beslutningstagere, samfunnsledere og redaktørstyrte medier må sette seg bedre inn i hvordan teknologien faktisk fungerer, og ikke se seg blind på lovord om effektivisering. 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   "source_updated_at" : "2025-11-19 11:29:35",
   "summary" : "Les innlegget fra Store norske leksikon.",
   "tags" : null,
   "title" : "Googles KI fordreier kunnskap",
   "twitter_title" : null,
   "version" : 1
}