{"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\/da\/2023\/06\/the-ai-industry-should-learn-from-nuclear-safety-argue-researchers\/","title":{"rendered":"AI-industrien b\u00f8r l\u00e6re af atomsikkerhed, mener eksperter"},"content":{"rendered":"

Udviklingen af AI er g\u00e5et hurtigt, hvilket betyder, at lovgivningen skal indhente det fors\u00f8mte, og at styringen er noget af en eftertanke. <\/b><\/p>\n

Der er kun f\u00e5 formelle processer til at sikre AI-sikkerhed, og forskerne siger, at det er op til industrien at \u00e6ndre det.<\/p>\n

Mange AI-ledere og personer i branchen har sammenlignet AI med atomenergi. Der er mange ligheder - <\/span>AI vokser hurtigt, det udg\u00f8r en potentielt eksistentiel risiko, og det kompliceres af udenrigspolitiske forhold, denne gang mellem de nye AI-supermagter USA og Kina.<\/p>\n

Det tog \u00e5rtier, f\u00f8r atomingeni\u00f8rer overbeviste det bredere videnskabelige samfund om atomreaktorers sikkerhed. De f\u00f8rste reaktorer blev bygget i slutningen af 40'erne og begyndelsen af 50'erne, og det var f\u00f8rst med den amerikanske atomenergilov fra 1954, at der kom et vist niveau af regulering.\u00a0<\/span><\/p>\n

Den amerikanske regering var klar over risikoen ved atomkraft, men Sovjetunionen satte deres f\u00f8rste civile reaktor i drift i midten af 1954, s\u00e5 de spildte ikke tiden med at bygge deres egen. I 1955 sagde kommiss\u00e6r Willard F. Libby: \"Vores store fare er, at denne store fordel for menneskeheden vil blive dr\u00e6bt i f\u00f8dslen af un\u00f8dvendig regulering.\"<\/span><\/p>\n

Er der noget her, der lyder bekendt? Det var f\u00f8rst i sidste m\u00e5ned, at OpenAI's CEO Sam Altman opfordrede til et internationalt organ<\/a> for AI-sikkerhed som Det Internationale Atomenergiagentur (IAEA), der blev grundlagt i 1957. Ligesom atomkraft er g<\/span>nger over hele verden arbejder p\u00e5 at finde ud af, hvordan de kan bevare fordelene ved AI og samtidig regulere risiciene.\u00a0<\/span><\/p>\n

IAEA var en selvst\u00e6ndig del af FN og har nu 174 medlemslande. Efter 1957 var der relativt f\u00e5 atomkatastrofer indtil Tjernobyl.<\/span><\/p>\n

AI b\u00f8r l\u00e6re af historien om nuklear sikkerhed<\/span><\/h2>\n

Heidy Khlaaf, en teknisk direkt\u00f8r hos cybersikkerhedskonsulentfirmaet Spor af bits<\/a>som bruges til at vurdere og verificere sikkerheden p\u00e5 atomkraftv\u00e6rker. <\/span>Det fortalte hun for nylig til MIT<\/span><\/a> at atomkraftv\u00e6rker kr\u00e6ver tusindvis af dokumenter, der certificerer deres sikkerhed og g\u00e5r i dybden med de mindste nuancer i hver enkelt komponent.\u00a0<\/span><\/p>\n

Efter Tjernobyl blev reguleringen af atomkraft ekstremt streng. Planl\u00e6gning, godkendelse og bygning af en atomreaktor kan tage 10 \u00e5r eller mere, blandt andet fordi processen overv\u00e5ges s\u00e5 n\u00f8je ved hvert eneste punkt. Khlaaf bem\u00e6rker, at det ikke har noget med profit at g\u00f8re - nuklear sikkerhed udspringer af en \u00e6gte eksistentiel risiko.\u00a0<\/span><\/p>\n

I mods\u00e6tning hertil rapporterer AI-virksomheder deres modeller ved hj\u00e6lp af enkle 'kort', der i bund og grund oplister funktioner.\u00a0<\/span><\/p>\n

Desuden er modellens indre arbejde ofte en \"sort boks\", hvilket betyder, at beslutningsprocesserne stort set er lukket af for eksterne observat\u00f8rer.\u00a0<\/span><\/p>\n

Selv ChatGPT er i mods\u00e6tning til OpenAI's navnebror en sort boks, og AI-virksomheder har allerede etableret et ry for at v\u00e6re <\/span>hemmelighedsfulde om deres modeller og tr\u00e6ningsdata.<\/span><\/a>\u00a0<\/span><\/p>\n

Forestil dig, at atomreaktorer var en 'sort boks', og at deres udviklere ikke ville fort\u00e6lle offentligheden, hvordan de fungerer?\u00a0<\/span><\/p>\n

Analyse af AI-risici skal v\u00e6re systematisk\u00a0<\/span><\/h2>\n

For at mindske de risici, som AI-ledere som Altman gerne indr\u00f8mmer, skal virksomheder g\u00e5 dybere med deres sporbarhedsstrategier. Det indeb\u00e6rer streng overv\u00e5gning lige fra starten af AI-udviklingsprocessen.\u00a0<\/span><\/p>\n

Khlaaf siger: \"Man er n\u00f8dt til at have en systematisk m\u00e5de at gennemg\u00e5 risiciene p\u00e5. Det er ikke et scenarie, hvor man bare siger: \"\u00c5h, det kunne ske. Lad mig bare skrive det ned.\"\u00a0<\/span><\/p>\n

I \u00f8jeblikket er der ingen etableret proces for AI-risikovurdering, men der har v\u00e6ret nogle fors\u00f8g p\u00e5 at skabe en.\u00a0<\/span><\/p>\n

For eksempel, <\/span>DeepMind udgav for nylig en teknisk blog<\/span><\/a> i samarbejde med flere universiteter, der specificerer, at modeller skal evalueres for \"ekstreme risici\" f\u00f8r tr\u00e6ning. Artiklen foresl\u00e5r to strategier:<\/span><\/p>\n

    \n
  1. Evaluering af omfanget af en models \"farlige evner\", der kan bruges til at true sikkerheden, ud\u00f8ve indflydelse eller unddrage sig menneskeligt tilsyn.<\/span><\/li>\n
  2. Evaluering af omfanget af en models chance for at for\u00e5rsage skade, f.eks. om den risikerer ikke at opf\u00f8re sig efter hensigten.\u00a0<\/span><\/li>\n<\/ol>\n

    Toby Shevlane, en af forskerne p\u00e5 projektet, sagde: \"Ledende AI-virksomheder, der skubber gr\u00e6nsen frem, har et ansvar for at v\u00e6re opm\u00e6rksomme p\u00e5 nye problemer og opdage dem tidligt, s\u00e5 vi kan l\u00f8se dem s\u00e5 hurtigt som muligt.\"<\/span><\/p>\n

    Hvis AI skal l\u00e6re af atomsikkerhed, er tidlig regulering afg\u00f8rende, men langsigtet selvtilfredshed er d\u00f8delig. Ingen ved, hvordan en AI-version af Tjernobyl eller Fukushima ville se ud, og ingen har lyst til at finde ud af det. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

    Udviklingen af kunstig intelligens er g\u00e5et hurtigt, hvilket betyder, at lovgivningen skal indhente det fors\u00f8mte, og at styringen er noget af en eftertanke. Der er kun f\u00e5 formelle processer til at sikre AI-sikkerhed, og forskere siger, at det er op til industrien at \u00e6ndre det. Mange AI-ledere og personer inden for branchen har sammenlignet AI med atomenergi. Der er mange ligheder - AI vokser hurtigt, det udg\u00f8r en potentielt eksistentiel risiko, og det kompliceres af udenrigsanliggender, denne gang mellem de nye AI-supermagter USA og Kina. Det tog \u00e5rtier, f\u00f8r atomingeni\u00f8rer overbeviste det bredere videnskabelige samfund om atomreaktorers sikkerhed.<\/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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