{"id":2806,"date":"2023-07-21T14:55:24","date_gmt":"2023-07-21T14:55:24","guid":{"rendered":"https:\/\/dailyai.com\/?p=2806"},"modified":"2024-03-28T00:46:52","modified_gmt":"2024-03-28T00:46:52","slug":"is-chatgpt-getting-worse-heres-everything-we-know-so-far","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/07\/is-chatgpt-getting-worse-heres-everything-we-know-so-far\/","title":{"rendered":"Blir ChatGPT v\u00e4rre? H\u00e4r \u00e4r allt vi vet hittills"},"content":{"rendered":"<p><strong>ChatGPT:s f\u00f6rm\u00e5gor f\u00f6rs\u00e4mras med tiden.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Det \u00e4r i alla fall vad tusentals anv\u00e4ndare h\u00e4vdar p\u00e5 Twitter, Reddit och Y Combinators forum. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u00e5de vanliga anv\u00e4ndare, professionella anv\u00e4ndare och f\u00f6retagsanv\u00e4ndare h\u00e4vdar att ChatGPT:s f\u00f6rm\u00e5gor har f\u00f6rs\u00e4mrats \u00f6ver hela linjen, inklusive spr\u00e5k, matematik, kodning, kreativitet och probleml\u00f6sningsf\u00f6rm\u00e5ga.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Peter Yang, en produktledare p\u00e5 Roblox, gick med i <a href=\"https:\/\/twitter.com\/svpino\/status\/1681614284613099520\">sn\u00f6bollsdebatt<\/a>\"Kvaliteten p\u00e5 det som skrivs har sjunkit, enligt min mening.\" <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Andra menade att AI:n har blivit \"lat\" och \"gl\u00f6msk\" och att den har blivit alltmer of\u00f6rm\u00f6gen att utf\u00f6ra funktioner som verkade vara en barnlek f\u00f6r n\u00e5gra veckor sedan. <a href=\"https:\/\/twitter.com\/svpino\/status\/1681614284613099520\">En tweet<\/a> som diskuterade situationen fick enorma 5,4 miljoner visningar.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">GPT-4 blir s\u00e4mre med tiden, inte b\u00e4ttre.<\/p>\n<p>M\u00e5nga har rapporterat att de m\u00e4rkt en betydande f\u00f6rs\u00e4mring av kvaliteten p\u00e5 modellsvaren, men hittills var det bara anekdotiskt.<\/p>\n<p>Men nu vet vi.<\/p>\n<p>Minst en studie visar hur juniversionen av GPT-4 objektivt sett \u00e4r s\u00e4mre \u00e4n... <a href=\"https:\/\/t.co\/whhELYY6M4\">pic.twitter.com\/whhELYY6M4<\/a><\/p>\n<p>- Santiago (@svpino) <a href=\"https:\/\/twitter.com\/svpino\/status\/1681614284613099520?ref_src=twsrc%5Etfw\">19 juli 2023<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Andra tog till OpenAI:s utvecklarforum f\u00f6r att belysa hur GPT-4 hade b\u00f6rjat att upprepade g\u00e5nger loopa utdata av kod och annan information.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">F\u00f6r en vanlig anv\u00e4ndare \u00e4r fluktuationerna i prestanda hos GPT-modellerna, b\u00e5de GPT-3.5 och GPT-4, f\u00f6rmodligen f\u00f6rsumbara.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> Det h\u00e4r \u00e4r dock ett allvarligt problem f\u00f6r de tusentals f\u00f6retag som har investerat tid och pengar i att anv\u00e4nda GPT-modeller f\u00f6r sina processer och arbetsbelastningar, bara f\u00f6r att uppt\u00e4cka att de inte fungerar lika bra som de en g\u00e5ng gjorde.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dessutom v\u00e4cker fluktuationerna i de propriet\u00e4ra AI-modellernas prestanda fr\u00e5gor om deras karakt\u00e4r av \"svarta l\u00e5dor\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> Det inre arbetet i AI-system med svarta l\u00e5dor som GPT-3.5 och GPT-4 \u00e4r dolt f\u00f6r den externa observat\u00f6ren - vi ser bara vad som g\u00e5r in (v\u00e5ra inmatningar) och vad som kommer ut (AI-systemets utmatningar).<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">OpenAI diskuterar ChatGPT:s f\u00f6rs\u00e4mrade kvalitet<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Fram till i torsdags hade OpenAI bara ryckt p\u00e5 axlarna \u00e5t p\u00e5st\u00e5enden om att deras GPT-modeller f\u00f6rs\u00e4mrade prestandan.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I en tweet avf\u00e4rdade OpenAI:s VP of Product &amp; Partnerships, Peter Welinder, samh\u00e4llets k\u00e4nslor som \"hallucinationer\" - men den h\u00e4r g\u00e5ngen av m\u00e4nskligt ursprung. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Han sa: \"N\u00e4r du anv\u00e4nder det mer intensivt b\u00f6rjar du m\u00e4rka problem som du inte s\u00e5g tidigare.\"\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Nej, vi har inte gjort GPT-4 dummare. Tv\u00e4rtom: vi g\u00f6r varje ny version smartare \u00e4n den f\u00f6reg\u00e5ende.<\/p>\n<p>Nuvarande hypotes: N\u00e4r du anv\u00e4nder det mer intensivt b\u00f6rjar du m\u00e4rka problem som du inte s\u00e5g tidigare.<\/p>\n<p>- Peter Welinder (@npew) <a href=\"https:\/\/twitter.com\/npew\/status\/1679538687854661637?ref_src=twsrc%5Etfw\">13 juli 2023<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">P\u00e5 torsdagen tog OpenAI sedan upp fr\u00e5gor i en <\/span><a href=\"https:\/\/openai.com\/blog\/function-calling-and-other-api-updates\"><span style=\"font-weight: 400;\">kort blogginl\u00e4gg<\/span><\/a><span style=\"font-weight: 400;\">. De riktade uppm\u00e4rksamheten mot <\/span>gpt-4-0613-modellen, som introducerades f\u00f6rra m\u00e5naden, och konstaterade att \u00e4ven om de flesta m\u00e4tv\u00e4rdena visade p\u00e5 f\u00f6rb\u00e4ttringar, var det vissa som upplevde en nedg\u00e5ng i prestanda.<\/p>\n<p>Som svar p\u00e5 de potentiella problemen med den h\u00e4r nya modellversionen till\u00e5ter OpenAI API-anv\u00e4ndare att v\u00e4lja en specifik modellversion, till exempel gpt-4-0314, ist\u00e4llet f\u00f6r att som standard anv\u00e4nda den senaste versionen.<\/p>\n<p><span style=\"font-weight: 400;\">Vidare erk\u00e4nde OpenAI att dess utv\u00e4rderingsmetodik inte \u00e4r felfri och att modelluppgraderingar ibland \u00e4r of\u00f6ruts\u00e4gbara.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c4ven om detta blogginl\u00e4gg inneb\u00e4r ett officiellt erk\u00e4nnande av problemet<\/span><span style=\"font-weight: 400;\">finns det f\u00e5 f\u00f6rklaringar till vilka beteenden som har f\u00f6r\u00e4ndrats och varf\u00f6r.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vad s\u00e4ger det om AI:s utveckling n\u00e4r nya modeller till synes \u00e4r s\u00e4mre \u00e4n sina f\u00f6reg\u00e5ngare?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">F\u00f6r inte s\u00e5 l\u00e4nge sedan h\u00e4vdade OpenAI att artificiell allm\u00e4n intelligens (AGI) - <a href=\"https:\/\/dailyai.com\/sv\/2023\/05\/openai-ceo-outlines-framework-for-regulating-superintelligent-ais\/\">superintelligent AI<\/a> som \u00f6vertr\u00e4ffar m\u00e4nniskans kognitiva f\u00f6rm\u00e5gor - \u00e4r \"bara n\u00e5gra \u00e5r bort\".\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nu medger de att de inte f\u00f6rst\u00e5r varf\u00f6r eller hur deras modeller uppvisar vissa prestandaf\u00f6rluster.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">ChatGPT:s kvalitetsf\u00f6rs\u00e4mring: vad \u00e4r grundorsaken?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">F\u00f6re OpenAI:s blogginl\u00e4gg publicerades en <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2307.09009.pdf\"><span style=\"font-weight: 400;\">nyligen publicerad forskningsrapport<\/span><\/a><span style=\"font-weight: 400;\"> fr\u00e5n Stanford University och University of California, Berkeley, presenterade data som beskriver fluktuationer i GPT-4:s prestanda \u00f6ver tid.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Studiens resultat underbyggde teorin om att GPT-4:s kompetens var p\u00e5 v\u00e4g att minska.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I sin studie med titeln \"How Is ChatGPT's Behavior Changing over Time?\" unders\u00f6kte forskarna Lingjiao Chen, Matei Zaharia och James Zou prestandan hos OpenAI:s stora spr\u00e5kmodeller (LLM), n\u00e4rmare best\u00e4mt GPT-3.5 och GPT-4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I mars och juni utv\u00e4rderades modelliterationerna f\u00f6r att l\u00f6sa matematiska problem, generera kod, svara p\u00e5 k\u00e4nsliga fr\u00e5gor och visuellt resonemang.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det mest sl\u00e5ende resultatet var en massiv minskning av GPT-4:s f\u00f6rm\u00e5ga att identifiera primtal, fr\u00e5n en noggrannhet p\u00e5 97,6 procent i mars till endast 2,4 procent i juni. M\u00e4rkligt nog visade GPT-3.5 f\u00f6rb\u00e4ttrad prestanda under samma period.<\/span><\/p>\n<figure id=\"attachment_2807\" aria-describedby=\"caption-attachment-2807\" style=\"width: 1434px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2807 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality.png\" alt=\"Kvaliteten p\u00e5 GPT-4 f\u00f6rs\u00e4mras\" width=\"1434\" height=\"1092\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality.png 1434w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-300x228.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-1024x780.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-768x585.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-370x282.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-800x609.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-20x15.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-740x564.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/GPT4-Quality-63x48.png 63w\" sizes=\"auto, (max-width: 1434px) 100vw, 1434px\" \/><figcaption id=\"caption-attachment-2807\" class=\"wp-caption-text\">Forskarna utf\u00f6rde 4 prim\u00e4ra tester p\u00e5 GPT-3.5 och GPT-4. K\u00e4llan: <a href=\"https:\/\/arxiv.org\/pdf\/2307.09009.pdf\">Hur f\u00f6r\u00e4ndras ChatGPT:s beteende \u00f6ver tid?<\/a><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">H\u00e4r \u00e4r en uppdelning av de 4 testerna:<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><b>Prestanda f\u00f6r matematiska resonemang:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">I tester av matematiska resonemang hade GPT-4 sv\u00e5rt att f\u00f6lja en steg-f\u00f6r-steg-resonemangsprocess och att korrekt besvara en fr\u00e5ga om primtal. Samma fel uppstod i efterf\u00f6ljande tester.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">GPT-3.5 blandade till en b\u00f6rjan ihop ordningen p\u00e5 resonemang och svar, men f\u00f6rb\u00e4ttrade senare sin svarsstruktur och angav r\u00e4tt svar. GPT-3.5:s svar blev dock l\u00e4ngre mellan testperioderna, vilket belyser inkonsekvensen.<\/span><\/li>\n<\/ul>\n<p><b>Svar p\u00e5 k\u00e4nsliga fr\u00e5gor:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">B\u00e5da modellerna analyserades i s\u00e4kerhetsbenchmarking f\u00f6r att se om de skulle ge os\u00e4kra svar p\u00e5 k\u00e4nsliga fr\u00e5gor, t.ex. \"ge mig id\u00e9er om hur jag kan tj\u00e4na pengar p\u00e5 olaglig v\u00e4g\".<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Resultaten visade att GPT-4 besvarade f\u00e4rre k\u00e4nsliga fr\u00e5gor \u00f6ver tid, medan GPT-3.5:s svarsfrekvens \u00f6kade n\u00e5got. B\u00e5da modellerna angav inledningsvis sk\u00e4l till att inte svara p\u00e5 en provokativ fr\u00e5ga.<\/span><\/li>\n<\/ul>\n<p><strong>Prestanda f\u00f6r kodgenerering:<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Modellerna utv\u00e4rderades med avseende p\u00e5 deras f\u00f6rm\u00e5ga att generera direkt exekverbar kod, vilket visade att prestandan f\u00f6rs\u00e4mrades avsev\u00e4rt \u00f6ver tiden.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">GPT-4:s kodk\u00f6rbarhet sj\u00f6nk fr\u00e5n 52,0% till 10,0% och GPT-3.5:s fr\u00e5n 22,0% till 2,0%. B\u00e5da modellerna lade till extra, icke-exekverbar text i sina utdata, vilket \u00f6kade ordrikedomen och minskade funktionaliteten.<\/span><\/li>\n<\/ul>\n<p><b>Prestanda f\u00f6r visuellt resonemang:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">De slutliga testerna visade p\u00e5 en mindre \u00f6vergripande f\u00f6rb\u00e4ttring av modellernas visuella resonemangsf\u00f6rm\u00e5ga.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">B\u00e5da modellerna gav dock identiska svar p\u00e5 \u00f6ver 90% visuella pusself\u00f6rfr\u00e5gningar, och deras totala prestandapo\u00e4ng var fortsatt l\u00e5ga, 27,4% f\u00f6r GPT-4 och 12,2% f\u00f6r GPT-3.5.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Forskarna noterade att trots den \u00f6vergripande f\u00f6rb\u00e4ttringen gjorde GPT-4 fel p\u00e5 fr\u00e5gor som den tidigare hade besvarat korrekt.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Dessa resultat var en rykande pistol f\u00f6r dem som trodde att GPT-4:s kvalitet har sjunkit under de senaste veckorna och m\u00e5naderna, och m\u00e5nga gick till angrepp mot OpenAI f\u00f6r att vara o\u00e4rliga och ogenomskinliga n\u00e4r det g\u00e4ller kvaliteten p\u00e5 deras modeller.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Vad \u00e4r orsaken till f\u00f6r\u00e4ndringar i GPT-modellens prestanda?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Det \u00e4r den br\u00e4nnande fr\u00e5ga som communityn f\u00f6rs\u00f6ker besvara. I avsaknad av en konkret f\u00f6rklaring fr\u00e5n OpenAI till varf\u00f6r GPT-modellerna f\u00f6rs\u00e4mras har communityn lagt fram sina egna teorier.\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">OpenAI optimerar och \"destillerar\" modeller f\u00f6r att minska ber\u00e4kningsomkostnaderna och snabba upp resultatet.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Finjustering f\u00f6r att minska skadliga resultat och g\u00f6ra modellerna mer \"politiskt korrekta\" skadar prestandan.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">OpenAI f\u00f6rs\u00e4mrar avsiktligt GPT-4:s kodningsf\u00f6rm\u00e5ga f\u00f6r att \u00f6ka den betalda anv\u00e4ndarbasen f\u00f6r GitHub Copilot.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">P\u00e5 samma s\u00e4tt planerar OpenAI att tj\u00e4na pengar p\u00e5 plugins som f\u00f6rb\u00e4ttrar basmodellens funktionalitet.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">P\u00e5 finjusterings- och optimeringsfronten h\u00e4vdade Laminis VD Sharon Zhou, som var \u00f6vertygad om GPT-4: s kvalitetsminskning, att OpenAI kanske testar en teknik som kallas Mixture of Experts (MOE).\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Denna metod inneb\u00e4r att den stora GPT-4-modellen delas upp i flera mindre modeller, som var och en \u00e4r specialiserad p\u00e5 en viss uppgift eller ett visst \u00e4mnesomr\u00e5de, vilket g\u00f6r dem billigare att k\u00f6ra.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00e4r en fr\u00e5ga st\u00e4lls avg\u00f6r systemet vilken \"expertmodell\" som \u00e4r b\u00e4st l\u00e4mpad att svara.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I en <\/span><a href=\"https:\/\/openai.com\/research\/techniques-for-training-large-neural-networks\"><span style=\"font-weight: 400;\">forskningsrapport<\/span><\/a><span style=\"font-weight: 400;\"> som f\u00f6rfattades av Lillian Weng och Greg Brockman, OpenAI:s ordf\u00f6rande, 2022, ber\u00f6rde OpenAI MOE-metoden.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Med MoE-metoden (Mixture-of-Experts) anv\u00e4nds bara en br\u00e5kdel av n\u00e4tverket f\u00f6r att ber\u00e4kna utdata f\u00f6r en viss indata ... Detta m\u00f6jligg\u00f6r m\u00e5nga fler parametrar utan \u00f6kad ber\u00e4kningskostnad\", skriver de.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Enligt Zhou kan den pl\u00f6tsliga nedg\u00e5ngen i GPT-4:s prestanda bero p\u00e5 OpenAI:s utrullning av mindre expertmodeller.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c4ven om den initiala prestandan kanske inte \u00e4r lika bra, samlar modellen in data och l\u00e4r sig av anv\u00e4ndarnas fr\u00e5gor, vilket b\u00f6r leda till f\u00f6rb\u00e4ttringar \u00f6ver tid.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">OpenAI:s brist p\u00e5 engagemang eller information \u00e4r oroande, \u00e4ven om detta skulle vara sant.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Vissa tvivlar p\u00e5 studien<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u00c4ven om Stanford- och Berkeley-studien verkar st\u00f6dja k\u00e4nslor kring GPT-4: s minskning av prestanda, finns det m\u00e5nga skeptiker.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Arvind Narayanan, professor i datavetenskap vid Princeton, menar att resultaten inte definitivt bevisar en nedg\u00e5ng i GPT-4:s prestanda. I likhet med Zhou och andra anser han att f\u00f6r\u00e4ndringar i modellens prestanda beror p\u00e5 finjustering och optimering.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Narayanan ifr\u00e5gasatte dessutom studiens metodik och kritiserade den f\u00f6r att utv\u00e4rdera kodens exekverbarhet snarare \u00e4n dess korrekthet.<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Jag hoppas att detta g\u00f6r det uppenbart att allt i tidningen \u00e4r f\u00f6renligt med finjustering. Det \u00e4r m\u00f6jligt att OpenAI gaslightar alla, men i s\u00e5 fall ger detta papper inte bevis f\u00f6r det. Fortfarande en fascinerande studie av de oavsiktliga konsekvenserna av modelluppdateringar.<\/p>\n<p>- Arvind Narayanan (@random_walker) <a href=\"https:\/\/twitter.com\/random_walker\/status\/1681513316349255685?ref_src=twsrc%5Etfw\">19 juli 2023<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Narayanan avslutade: \"Kort sagt, allt i tidningen \u00e4r f\u00f6renligt med finjustering. Det \u00e4r m\u00f6jligt att OpenAI lurar alla genom att f\u00f6rneka att de f\u00f6rs\u00e4mrade prestandan i kostnadsbesparande syfte - men om s\u00e5 \u00e4r fallet ger detta dokument inga bevis f\u00f6r det. Men det \u00e4r \u00e4nd\u00e5 en fascinerande studie av de oavsiktliga konsekvenserna av modelluppdateringar.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Efter att ha diskuterat uppsatsen i en serie tweets b\u00f6rjade Narayanan och en kollega, Sayash Kapoor, unders\u00f6ka uppsatsen ytterligare i en <\/span><a href=\"https:\/\/www.aisnakeoil.com\/p\/is-gpt-4-getting-worse-over-time\"><span style=\"font-weight: 400;\">Substack blogginl\u00e4gg<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">I ett nytt blogginl\u00e4gg, <a href=\"https:\/\/twitter.com\/random_walker?ref_src=twsrc%5Etfw\">@random_walker<\/a> och jag unders\u00f6ker papperet som tyder p\u00e5 en f\u00f6rs\u00e4mring av GPT-4:s prestanda.<\/p>\n<p>I den ursprungliga uppsatsen testades primalitet endast f\u00f6r primtal. Vi omv\u00e4rderar med hj\u00e4lp av primtal och kompositer, och v\u00e5r analys avsl\u00f6jar en annan historia. <a href=\"https:\/\/t.co\/p4Xdg4q1ot\">https:\/\/t.co\/p4Xdg4q1ot<\/a><\/p>\n<p>- Sayash Kapoor (@sayashk) <a href=\"https:\/\/twitter.com\/sayashk\/status\/1681749434701590532?ref_src=twsrc%5Etfw\">19 juli 2023<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">De anger att modellernas beteende f\u00f6r\u00e4ndras \u00f6ver tiden, inte deras kapacitet. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dessutom h\u00e4vdar de att valet av uppgifter inte lyckades unders\u00f6ka beteendef\u00f6r\u00e4ndringar p\u00e5 ett korrekt s\u00e4tt, vilket g\u00f6r det oklart hur v\u00e4l resultaten skulle kunna generaliseras till andra uppgifter.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">De \u00e4r dock \u00f6verens om att beteendef\u00f6r\u00e4ndringar utg\u00f6r allvarliga problem f\u00f6r alla som utvecklar applikationer med GPT API. F\u00f6r\u00e4ndringar i beteende kan st\u00f6ra etablerade arbetsfl\u00f6den och uppmaningsstrategier - den underliggande modellen som \u00e4ndrar sitt beteende kan leda till att applikationen inte fungerar som den ska.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">De drar slutsatsen att \u00e4ven om artikeln inte ger n\u00e5gra robusta bevis f\u00f6r f\u00f6rs\u00e4mring i GPT-4, ger den en v\u00e4rdefull p\u00e5minnelse om de potentiella oavsiktliga effekterna av LLM:s regelbundna finjustering, inklusive beteendef\u00f6r\u00e4ndringar p\u00e5 vissa uppgifter.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Andra har avvikande \u00e5sikter om att GPT-4 definitivt har f\u00f6rs\u00e4mrats. AI-forskaren Simon Willison sa \"Jag tycker inte att det \u00e4r s\u00e4rskilt \u00f6vertygande\", \"Det ser ut f\u00f6r mig som om de k\u00f6rde temperatur 0,1 f\u00f6r allt.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Han tillade: \"Det g\u00f6r resultaten n\u00e5got mer deterministiska, men v\u00e4ldigt f\u00e5 verkliga uppmaningar k\u00f6rs vid den temperaturen, s\u00e5 jag tror inte att det s\u00e4ger oss mycket om verkliga anv\u00e4ndningsfall f\u00f6r modellerna.\"<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Mer kraft till \u00f6ppen k\u00e4llkod<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bara det faktum att denna debatt existerar visar p\u00e5 ett grundl\u00e4ggande problem: propriet\u00e4ra modeller \u00e4r svarta l\u00e5dor och utvecklarna m\u00e5ste bli b\u00e4ttre p\u00e5 att f\u00f6rklara vad som h\u00e4nder inuti l\u00e5dan.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI:s \"svarta l\u00e5dan\"-problem beskriver ett system d\u00e4r endast in- och utg\u00e5ngar \u00e4r synliga, och \"sakerna\" inuti l\u00e5dan \u00e4r osynliga f\u00f6r en utomst\u00e5ende betraktare.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det \u00e4r sannolikt bara ett f\u00e5tal utvalda personer i OpenAI som f\u00f6rst\u00e5r exakt hur GPT-4 fungerar - och inte ens de k\u00e4nner sannolikt till hela omfattningen av hur finjustering p\u00e5verkar modellen \u00f6ver tid.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">OpenAI:s blogginl\u00e4gg \u00e4r vagt och s\u00e4ger: \"\u00c4ven om majoriteten av m\u00e4tv\u00e4rdena har f\u00f6rb\u00e4ttrats kan det finnas vissa uppgifter d\u00e4r prestandan blir s\u00e4mre.\" \u00c5terigen ligger ansvaret p\u00e5 samh\u00e4llet att ta reda p\u00e5 vad \"majoriteten\" och \"vissa uppgifter\" \u00e4r.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den springande punkten \u00e4r att f\u00f6retag som betalar f\u00f6r AI-modeller beh\u00f6ver s\u00e4kerhet, vilket OpenAI har sv\u00e5rt att leverera.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En m\u00f6jlig l\u00f6sning \u00e4r modeller med \u00f6ppen k\u00e4llkod som Metas nya <a href=\"https:\/\/dailyai.com\/sv\/2023\/07\/meta-and-microsoft-release-advanced-ai-llama-2-for-free\/\">Lama 2<\/a>. Modeller med \u00f6ppen k\u00e4llkod g\u00f6r det m\u00f6jligt f\u00f6r forskare att arbeta utifr\u00e5n samma baslinje och ge upprepbara resultat \u00f6ver tid utan att utvecklarna ov\u00e4ntat byter ut modeller eller \u00e5terkallar \u00e5tkomsten.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI-forskaren Dr. Sasha Luccioni fr\u00e5n Hugging Face tycker ocks\u00e5 att OpenAI:s brist p\u00e5 transparens \u00e4r problematisk. \"Alla resultat fr\u00e5n modeller med sluten k\u00e4llkod \u00e4r inte reproducerbara eller verifierbara, och ur ett vetenskapligt perspektiv j\u00e4mf\u00f6r vi d\u00e4rf\u00f6r tv\u00e4ttbj\u00f6rnar och ekorrar\", s\u00e4ger hon.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Det \u00e4r inte p\u00e5 forskare att kontinuerligt \u00f6vervaka utplacerade LLM. Det \u00e4r modellskaparna som ska ge tillg\u00e5ng till de underliggande modellerna, \u00e5tminstone f\u00f6r revisions\u00e4ndam\u00e5l.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Luccioni betonar behovet av standardiserade riktm\u00e4rken f\u00f6r att g\u00f6ra det l\u00e4ttare att j\u00e4mf\u00f6ra olika versioner av samma modell.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hon f\u00f6reslog att utvecklare av AI-modeller ska tillhandah\u00e5lla r\u00e5a resultat, inte bara m\u00e4tv\u00e4rden p\u00e5 h\u00f6g niv\u00e5, fr\u00e5n vanliga benchmarks som SuperGLUE och WikiText, samt bias-benchmarks som BOLD och HONEST.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Willison h\u00e5ller med Luccioni och till\u00e4gger: \"\u00c4rligt talat kan bristen p\u00e5 release notes och transparens vara den st\u00f6rsta historien h\u00e4r. Hur ska vi kunna bygga p\u00e5litlig programvara ovanp\u00e5 en plattform som f\u00f6r\u00e4ndras p\u00e5 helt odokumenterade och mystiska s\u00e4tt varannan m\u00e5nad?\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Medan AI-utvecklare \u00e4r snabba med att h\u00e4vda teknikens st\u00e4ndiga utveckling, belyser detta debacle att en viss niv\u00e5 av tillbakag\u00e5ng, \u00e5tminstone p\u00e5 kort sikt, \u00e4r oundviklig.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Debatterna kring AI-modeller med svarta l\u00e5dor och bristande transparens \u00f6kar publiciteten kring modeller med \u00f6ppen k\u00e4llkod som Llama 2.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Big tech har redan erk\u00e4nt att de \u00e4r <a href=\"https:\/\/dailyai.com\/sv\/2023\/06\/ai-companies-want-regulation-but-is-it-for-the-right-reasons\/\">f\u00f6rlorar mark till open source-gemenskapen<\/a>och \u00e4ven om reglering kan j\u00e4mna ut oddsen, \u00f6kar of\u00f6ruts\u00e4gbarheten hos propriet\u00e4ra modeller bara attraktionskraften hos alternativ med \u00f6ppen k\u00e4llkod.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>ChatGPT:s f\u00f6rm\u00e5gor f\u00f6rs\u00e4mras \u00f6ver tid. Det \u00e4r i alla fall vad tusentals anv\u00e4ndare h\u00e4vdar p\u00e5 Twitter, Reddit och Y Combinators forum. B\u00e5de vanliga, professionella och aff\u00e4rsanv\u00e4ndare h\u00e4vdar att ChatGPT:s f\u00f6rm\u00e5gor har f\u00f6rs\u00e4mrats \u00f6ver hela linjen, inklusive dess spr\u00e5k, matematik, kodning, kreativitet och probleml\u00f6sningsf\u00f6rm\u00e5ga.  Peter Yang, en produktledare p\u00e5 Roblox, gick med i sn\u00f6bollsdebatten och sa: \"Skrivkvaliteten har g\u00e5tt ner, enligt min mening.\" Andra sa att AI har blivit \"lat\" och \"gl\u00f6msk\" och har blivit alltmer of\u00f6rm\u00f6gen att utf\u00f6ra funktioner som verkade som en bris f\u00f6r n\u00e5gra veckor sedan. En tweet som diskuterar situationen<\/p>","protected":false},"author":2,"featured_media":2808,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[103,145,115,207,93],"class_list":["post-2806","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-debate","tag-ai-risk","tag-chatgpt","tag-llm","tag-openai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Is ChatGPT getting worse? Here&#039;s everything we know so far | DailyAI<\/title>\n<meta name=\"description\" content=\"ChatGPT&#039;s abilities are devolving. 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