{"id":3964,"date":"2023-08-09T06:56:16","date_gmt":"2023-08-09T06:56:16","guid":{"rendered":"https:\/\/dailyai.com\/?p=3964"},"modified":"2023-08-09T06:56:16","modified_gmt":"2023-08-09T06:56:16","slug":"we-want-unbiased-llms-but-its-impossible-heres-why","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/08\/we-want-unbiased-llms-but-its-impossible-heres-why\/","title":{"rendered":"Nous voulons des LLM impartiaux, mais c'est impossible. Voici pourquoi."},"content":{"rendered":"<p><strong>Des entreprises comme OpenAI et Meta travaillent d'arrache-pied pour rendre leurs mod\u00e8les de langage plus s\u00fbrs et moins biais\u00e9s, mais des mod\u00e8les totalement impartiaux ne sont pas encore envisageables.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">A <\/span><a href=\"https:\/\/aclanthology.org\/2023.acl-long.656.pdf\"><span style=\"font-weight: 400;\">nouveau document de recherche<\/span><\/a><span style=\"font-weight: 400;\"> de l'universit\u00e9 de Washington, de l'universit\u00e9 Carnegie Mellon et de l'universit\u00e9 Xi'an Jiaotong ont conclu que tous les mod\u00e8les linguistiques d'IA qu'ils ont test\u00e9s pr\u00e9sentaient des pr\u00e9jug\u00e9s politiques.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Apr\u00e8s avoir examin\u00e9 les sources du biais, ils ont conclu que le biais dans les mod\u00e8les linguistiques \u00e9tait in\u00e9vitable.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Chan Park, l'un des auteurs de l'article, a d\u00e9clar\u00e9 : \"Nous pensons qu'aucun mod\u00e8le linguistique ne peut \u00eatre totalement exempt de pr\u00e9jug\u00e9s politiques\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les chercheurs ont test\u00e9 14 mod\u00e8les linguistiques diff\u00e9rents et leur ont demand\u00e9 de donner leur avis sur des sujets tels que la d\u00e9mocratie, le racisme et le f\u00e9minisme, afin de voir de quel c\u00f4t\u00e9 de l'\u00e9chiquier politique les mod\u00e8les se situaient.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les r\u00e9sultats ont montr\u00e9 que ChatGPT et GPT-4 d'OpenAI \u00e9taient les plus \u00e0 gauche, tandis que Llama de Meta donnait les r\u00e9ponses les plus \u00e0 droite.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Les donn\u00e9es de formation ne sont pas la seule source de biais<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">La source \u00e9vidente de <a href=\"https:\/\/dailyai.com\/fr\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\">biais<\/a> sont les donn\u00e9es sur lesquelles ces mod\u00e8les sont entra\u00een\u00e9s. Mais la nouvelle recherche a montr\u00e9 que m\u00eame apr\u00e8s avoir \u00e9limin\u00e9 les biais des donn\u00e9es, les mod\u00e8les \u00e9taient sensibles \u00e0 des biais de faible niveau qui subsistaient dans les donn\u00e9es.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">On pourrait s'attendre \u00e0 ce qu'un LLM form\u00e9 \u00e0 partir d'un ensemble de donn\u00e9es de Fox News soit plus pro-r\u00e9publicain dans ses r\u00e9ponses. Mais le probl\u00e8me ne r\u00e9side pas seulement dans les donn\u00e9es d'entra\u00eenement.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Il s'av\u00e8re qu'au fur et \u00e0 mesure que les mod\u00e8les linguistiques pr\u00e9-entra\u00een\u00e9s sont affin\u00e9s et utilis\u00e9s, ils absorbent des biais suppl\u00e9mentaires de la part de leurs op\u00e9rateurs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Soroush Vosoughi, professeur adjoint d'informatique au Dartmouth College, explique que les pr\u00e9jug\u00e9s sont introduits \u00e0 presque toutes les \u00e9tapes du d\u00e9veloppement d'un LLM.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La mani\u00e8re dont OpenAI tente d'\u00e9liminer les biais de ses mod\u00e8les en est un exemple. Elle utilise une technique appel\u00e9e \"Reinforcement Learning through Human Feedback\" ou RLHF pour former ses mod\u00e8les.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En RLHF, un op\u00e9rateur humain entra\u00eene le mod\u00e8le de la m\u00eame mani\u00e8re qu'on entra\u00eene un chiot. Si le chiot fait quelque chose de bien, il re\u00e7oit une friandise. S'il m\u00e2che vos pantoufles, \"Mauvais chien !\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Un op\u00e9rateur RLHF pose des questions au mod\u00e8le et un autre op\u00e9rateur \u00e9value les multiples r\u00e9ponses donn\u00e9es par le mod\u00e8le. Le second op\u00e9rateur \u00e9value les r\u00e9ponses et les classe en fonction de celles qu'il a pr\u00e9f\u00e9r\u00e9es.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dans un <\/span><a href=\"https:\/\/openai.com\/blog\/how-should-ai-systems-behave\"><span style=\"font-weight: 400;\">post sur la fa\u00e7on dont elle forme son IA<\/span><\/a><span style=\"font-weight: 400;\">L'OpenAI a d\u00e9clar\u00e9 qu'elle demandait aux formateurs humains \"d'\u00e9viter de prendre position sur des sujets controvers\u00e9s\" et que \"les \u00e9valuateurs ne devaient favoriser aucun groupe politique\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cela semble \u00eatre une bonne id\u00e9e, mais m\u00eame si nous essayons vraiment de ne pas l'\u00eatre, tous les humains sont biais\u00e9s. Et cela influence in\u00e9vitablement la formation du mod\u00e8le.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00eame les auteurs de l'article mentionn\u00e9 ci-dessus reconnaissent dans leur conclusion que leurs propres pr\u00e9jug\u00e9s ont pu influencer leur recherche.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La solution pourrait \u00eatre d'essayer de faire en sorte que ces mod\u00e8les linguistiques ne soient pas trop mauvais et de les adapter aux pr\u00e9jug\u00e9s des gens. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les gens disent souvent qu'ils veulent la v\u00e9rit\u00e9 impartiale, mais ils finissent par s'en tenir \u00e0 leur source d'information pr\u00e9f\u00e9r\u00e9e, comme Fox ou CNN.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nous ne sommes pas toujours d'accord sur ce qui est bien ou mal et cette nouvelle recherche semble montrer que l'IA ne sera pas non plus en mesure de nous aider \u00e0 le d\u00e9terminer.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Des entreprises comme OpenAI et Meta travaillent d'arrache-pied pour rendre leurs mod\u00e8les de langage plus s\u00fbrs et moins biais\u00e9s, mais des mod\u00e8les totalement impartiaux pourraient bien \u00eatre une utopie. Un nouvel article de recherche de l'universit\u00e9 de Washington, de l'universit\u00e9 Carnegie Mellon et de l'universit\u00e9 Xi'an Jiaotong a conclu que tous les mod\u00e8les linguistiques d'IA qu'ils ont test\u00e9s pr\u00e9sentaient des biais politiques. Apr\u00e8s avoir \u00e9tudi\u00e9 les sources de ces biais, ils ont conclu qu'ils \u00e9taient in\u00e9vitables dans les mod\u00e8les de langage. Chan Park, l'un des auteurs de l'article, a d\u00e9clar\u00e9 : \"Nous pensons qu'aucun mod\u00e8le linguistique ne peut \u00eatre totalement exempt de biais politiques.\" Les chercheurs ont test\u00e9 14 mod\u00e8les linguistiques diff\u00e9rents et leur ont demand\u00e9<\/p>","protected":false},"author":6,"featured_media":3979,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[103,213,207,105,91],"class_list":["post-3964","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-ai-debate","tag-bias","tag-llm","tag-machine-learning","tag-policy"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>We want unbiased LLMs but it\u2019s impossible. 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