{"id":1421,"date":"2023-06-06T21:26:23","date_gmt":"2023-06-06T21:26:23","guid":{"rendered":"https:\/\/dailyai.com\/?p=1421"},"modified":"2023-06-06T23:02:27","modified_gmt":"2023-06-06T23:02:27","slug":"the-ai-industry-should-learn-from-nuclear-safety-argue-researchers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/06\/the-ai-industry-should-learn-from-nuclear-safety-argue-researchers\/","title":{"rendered":"AI-industrin b\u00f6r l\u00e4ra sig av k\u00e4rns\u00e4kerhet, anser experter"},"content":{"rendered":"

AI-utvecklingen har g\u00e5tt snabbt, vilket inneb\u00e4r att regleringen m\u00e5ste komma ikapp och att styrningen \u00e4r n\u00e5got av en eftertanke. <\/b><\/p>\n

Det finns f\u00e5 formella processer f\u00f6r att s\u00e4kerst\u00e4lla AI-s\u00e4kerhet, och forskarna menar att det \u00e4r upp till branschen att \u00e4ndra p\u00e5 det.<\/p>\n

M\u00e5nga AI-ledare och personer inom branschen har j\u00e4mf\u00f6rt AI med k\u00e4rnkraft. Det finns m\u00e5nga likheter - <\/span>AI v\u00e4xer snabbt, utg\u00f6r en potentiellt existentiell risk och kompliceras av utrikespolitiska fr\u00e5gor, den h\u00e4r g\u00e5ngen mellan de framv\u00e4xande AI-supermakterna USA och Kina.<\/p>\n

Det tog \u00e5rtionden innan k\u00e4rnkraftsingenj\u00f6rerna \u00f6vertygade forskarsamh\u00e4llet om k\u00e4rnkraftsreaktorernas s\u00e4kerhet. De f\u00f6rsta reaktorerna byggdes i slutet av 40-talet och b\u00f6rjan av 50-talet, och det var inte f\u00f6rr\u00e4n USA:s Atomic Energy Act fr\u00e5n 1954 som n\u00e5gon form av reglering kom till st\u00e5nd.\u00a0<\/span><\/p>\n

Den amerikanska regeringen var medveten om riskerna med k\u00e4rnkraft, men Sovjetunionen tog sin f\u00f6rsta civila reaktor i drift i mitten av 1954, s\u00e5 de sl\u00f6sade ingen tid p\u00e5 att bygga sin egen. \u00c5r 1955 sade kommission\u00e4ren Willard F. Libby: \"V\u00e5r stora risk \u00e4r att denna stora f\u00f6rdel f\u00f6r m\u00e4nskligheten kommer att d\u00f6das i f\u00f6rtid av on\u00f6diga regleringar.\"<\/span><\/p>\n

\u00c4r det n\u00e5got h\u00e4r som l\u00e5ter bekant? Det var bara f\u00f6rra m\u00e5naden som OpenAI:s VD Sam Altman uppmanat till ett internationellt organ<\/a> f\u00f6r AI-s\u00e4kerhet som Internationella atomenergiorganet (IAEA), som grundades 1957. Precis som med k\u00e4rnkraft \u00e4r g<\/span>ngar runt om i v\u00e4rlden arbetar med att ta reda p\u00e5 hur man ska bevara f\u00f6rdelarna med AI och samtidigt reglera riskerna.\u00a0<\/span><\/p>\n

IAEA var en frist\u00e5ende del av FN och har idag 174 medlemsl\u00e4nder. Efter 1957 intr\u00e4ffade relativt f\u00e5 k\u00e4rnkraftskatastrofer fram till Tjernobyl.<\/span><\/p>\n

AI b\u00f6r l\u00e4ra sig av historien om k\u00e4rns\u00e4kerhet<\/span><\/h2>\n

Heidy Khlaaf, teknisk direkt\u00f6r p\u00e5 konsultf\u00f6retaget inom cybers\u00e4kerhet Sp\u00e5r av bitar<\/a>, som anv\u00e4nds f\u00f6r att bed\u00f6ma och verifiera s\u00e4kerheten vid k\u00e4rnkraftverk. <\/span>Hon ber\u00e4ttade nyligen f\u00f6r MIT<\/span><\/a> att k\u00e4rnkraftverk kr\u00e4ver tusentals dokument som intygar deras s\u00e4kerhet och som g\u00e5r in p\u00e5 de minsta nyanserna i varje enskild komponent.\u00a0<\/span><\/p>\n

Efter Tjernobyl blev regleringen av k\u00e4rnkraften extremt strikt. Planering, tillst\u00e5ndsgivning och byggande av en k\u00e4rnkraftsreaktor kan ta 10 \u00e5r eller mer, delvis p\u00e5 grund av att processen \u00f6vervakas s\u00e5 noggrant vid varje steg. Khlaaf p\u00e5pekar att detta inte har n\u00e5got med vinster att g\u00f6ra - k\u00e4rns\u00e4kerhet \u00e4r en f\u00f6ljd av en verklig existentiell risk.\u00a0<\/span><\/p>\n

AI-f\u00f6retagen rapporterar d\u00e4remot sina modeller med hj\u00e4lp av enkla \"kort\" som i huvudsak listar funktioner.\u00a0<\/span><\/p>\n

Dessutom \u00e4r modellens inre arbete ofta en \"svart l\u00e5da\", vilket inneb\u00e4r att beslutsprocesserna till stor del \u00e4r st\u00e4ngda f\u00f6r externa observat\u00f6rer.\u00a0<\/span><\/p>\n

Till och med ChatGPT \u00e4r, i motsats till OpenAI:s namne, en svart l\u00e5da, och AI-f\u00f6retag har redan etablerat ett rykte om sig att vara <\/span>f\u00f6rtegna om sina modeller och tr\u00e4ningsdata.<\/span><\/a>\u00a0<\/span><\/p>\n

T\u00e4nk om k\u00e4rnkraftsreaktorer var en \"svart l\u00e5da\" och deras utvecklare inte skulle ber\u00e4tta f\u00f6r allm\u00e4nheten hur de fungerar?\u00a0<\/span><\/p>\n

Analys av AI-risker m\u00e5ste vara systematisk\u00a0<\/span><\/h2>\n

F\u00f6r att minska de risker som AI-ledare som Altman g\u00e4rna erk\u00e4nner m\u00e5ste f\u00f6retagen g\u00e5 djupare med sina sp\u00e5rbarhetsstrategier. Detta inneb\u00e4r en rigor\u00f6s \u00f6vervakning redan fr\u00e5n b\u00f6rjan av AI-utvecklingsprocessen.\u00a0<\/span><\/p>\n

Khlaaf s\u00e4ger: \"Man m\u00e5ste ha ett systematiskt s\u00e4tt att g\u00e5 igenom riskerna. Det \u00e4r inte ett scenario d\u00e4r man bara s\u00e4ger: '\u00c5h, det h\u00e4r kan h\u00e4nda. L\u00e5t mig bara skriva ner det.\"\u00a0<\/span><\/p>\n

F\u00f6r n\u00e4rvarande finns det ingen etablerad process f\u00f6r riskbed\u00f6mning av AI, men det har gjorts vissa f\u00f6rs\u00f6k att skapa en s\u00e5dan.\u00a0<\/span><\/p>\n

Till exempel, <\/span>DeepMind publicerade nyligen en teknisk blogg<\/span><\/a> i samarbete med flera universitet, d\u00e4r det anges att modeller ska utv\u00e4rderas f\u00f6r \"extrema risker\" f\u00f6re tr\u00e4ning. I rapporten f\u00f6resl\u00e5s tv\u00e5 strategier:<\/span><\/p>\n

    \n
  1. Utv\u00e4rdera omfattningen av en modells \"farliga f\u00f6rm\u00e5gor\" som kan anv\u00e4ndas f\u00f6r att hota s\u00e4kerheten, ut\u00f6va inflytande eller undkomma m\u00e4nsklig tillsyn.<\/span><\/li>\n
  2. Utv\u00e4rdering av hur stor risk en modell har att orsaka skada, t.ex. om det finns risk f\u00f6r att den inte fungerar som avsett.\u00a0<\/span><\/li>\n<\/ol>\n

    Toby Shevlane, en av forskarna i projektet, sa: \"Ledande AI-f\u00f6retag som flyttar fram gr\u00e4nserna har ett ansvar att vara vaksamma p\u00e5 nya problem och uppt\u00e4cka dem tidigt s\u00e5 att vi kan ta itu med dem s\u00e5 snart som m\u00f6jligt.\"<\/span><\/p>\n

    Om AI ska l\u00e4ra sig av k\u00e4rns\u00e4kerhet \u00e4r tidig reglering avg\u00f6rande, men l\u00e5ngsiktig sj\u00e4lvbel\u00e5tenhet \u00e4r d\u00f6dlig. Ingen vet hur en AI-version av Tjernobyl eller Fukushima skulle se ut, och ingen vill ta reda p\u00e5 det. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

    AI-utvecklingen har g\u00e5tt snabbt, vilket inneb\u00e4r att regleringen m\u00e5ste komma ikapp och att styrningen \u00e4r n\u00e5got av en eftertanke. Det finns f\u00e5 formella processer f\u00f6r att s\u00e4kerst\u00e4lla AI-s\u00e4kerhet, och forskare menar att det \u00e4r upp till branschen att \u00e4ndra p\u00e5 det. M\u00e5nga AI-ledare och personer inom branschen har j\u00e4mf\u00f6rt AI med k\u00e4rnenergi. Det finns m\u00e5nga likheter - AI v\u00e4xer snabbt, det utg\u00f6r en potentiellt existentiell risk och det kompliceras av utrikespolitiska fr\u00e5gor, den h\u00e4r g\u00e5ngen mellan de framv\u00e4xande AI-supermakterna USA och Kina. Det tog \u00e5rtionden innan k\u00e4rnkraftsingenj\u00f6rer \u00f6vertygade det bredare vetenskapssamh\u00e4llet om k\u00e4rnreaktorernas s\u00e4kerhet.<\/p>","protected":false},"author":2,"featured_media":1422,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[93,91,92],"class_list":["post-1421","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-openai","tag-policy","tag-regulation"],"yoast_head":"\nThe AI industry should learn from nuclear safety, argue experts | DailyAI<\/title>\n<meta name=\"description\" content=\"There are many parallels between AI and nuclear technology. 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