{"id":73051,"date":"2023-01-25T15:28:15","date_gmt":"2023-01-25T13:28:15","guid":{"rendered":"https:\/\/forklog.com\/en\/?p=73051"},"modified":"2025-09-09T11:58:07","modified_gmt":"2025-09-09T08:58:07","slug":"yann-lecun-chatgpt-is-not-particularly-innovative-but-well-put-together","status":"publish","type":"post","link":"https:\/\/u1f987.com\/en\/yann-lecun-chatgpt-is-not-particularly-innovative-but-well-put-together\/","title":{"rendered":"Yann LeCun: ChatGPT is not particularly innovative, but well put together"},"content":{"rendered":"<p>From the standpoint of the underlying methods behind OpenAI&#8217;s ChatGPT chatbot, it is not &#8216;particularly innovative&#8217; and there is &#8216;nothing revolutionary&#8217; about it, said Meta vice-president and leading AI scientist Yann LeCun during a Zoom press briefing, according to <a href=\\\"https:\/\/www.zdnet.com\/article\/best-ai-writer\/\\\" target=\\\"_blank\\\" rel=\\\"noopener nofollow\\\" title=\\\"\\\">ZDNet<\/a>.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;It&#8217;s simply well put together, nicely made,&#8221; the researcher said.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>According to LeCun, the notion that OpenAI is &#8216;unique in its line of work&#8217; is incorrect. The AI lab &#8216;is not particularly advanced&#8217; compared with other companies, he added.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;It&#8217;s not just Google or Meta, but half a dozen startups with similar systems,&#8221; the scientist noted.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>LeCun pointed out that ChatGPT and the language model on which it is based, GPT-3, include several technologies developed by external developers.<\/p>\n<p>\\n\\n<\/p>\n<p>The chatbot is based on pre-trained self-supervised <a href=\"https:\/\/u1f987.com\/en\/news\/what-are-transformers-machine-learning\">transformers<\/a>, which were first described by Google Brain engineers in 2017. These neural networks underlie a number of language systems.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;Self-supervised learning is a topic I have spoken about for a long time, even before OpenAI existed,&#8221; LeCun said.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>He added that the first large language model appeared about 20 years ago. It was created by Yoshua Bengio, head of Montreal&#8217;s MILA.<\/p>\n<p>\\n\\n<\/p>\n<p>The OpenAI developers also used reinforcement learning, which was first applied by researchers at Google DeepMind.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;It [ChatGPT] has a whole history; it did not emerge from nothing,&#8221; LeCun said.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>According to the Meta executive, the OpenAI chatbot is not so much a scientific breakthrough as a &#8216;worthy engineering approach&#8217;.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;And I am not going to criticise them for that,&#8221; he noted.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>When asked by a reporter from The New York Times whether society would ever identify Meta&#8217;s FAIR AI team with breakthroughs like OpenAI, LeCun replied &#8220;yes&#8221;.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;Not only in terms of text generation, but also creativity,&#8221; the scientist added.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>The researcher was also asked about the reasons for the absence of such ChatGPT-like technologies from Google and Meta.<\/p>\n<p>\\n\\n<\/p>\n<blockquote class=\\\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\\\">\n<p>&#8220;They [the tech giants] may lose a lot by releasing algorithms capable of conjuring something,&#8221; he replied.<\/p>\n<\/blockquote>\n<p>\\n\\n<\/p>\n<p>In October 2022, Yann LeCun proposed endowing <a href=\"https:\/\/u1f987.com\/en\/news\/yann-lecun-proposes-to-endow-ai-systems-with-common-sense\">AI systems with &#8216;common sense&#8217;<\/a>.<\/p>\n<p>\\n\\n<\/p>\n<p>In February, OpenAI co-founder Ilya Sutskever suggested the possibility of <a href=\"https:\/\/u1f987.com\/en\/news\/openai-co-founder-suggests-ai-may-be-conscious\">consciousness in artificial intelligence<\/a>. Yann LeCun strongly criticised his statement.<\/p>\n<p>\\n\\n<\/p>\n<p>Subscribe to ForkLog news on Telegram:<a href=\\\"https:\/\/t.me\/forklogAI\\\" target=\\\"_blank\\\" rel=\\\"noopener nofollow\\\" title=\\\"\\\"> ForkLog AI<\/a> \u2014 all the news from the world of AI!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>From the standpoint of the underlying methods of OpenAI&#8217;s ChatGPT, it is not &#8216;particularly innovative&#8217; and there is &#8216;nothing revolutionary&#8217; about it.<\/p>\n","protected":false},"author":1,"featured_media":73052,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"select":"1","news_style_id":"1","cryptorium_level":"","_short_excerpt_text":"","creation_source":"","_metatest_mainpost_news_update":false,"footnotes":""},"categories":[3],"tags":[438,1201,1293,1138],"class_list":["post-73051","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-and-analysis","tag-artificial-intelligence","tag-chatbots","tag-meta","tag-opinions"],"aioseo_notices":[],"amp_enabled":true,"views":"22","promo_type":"1","layout_type":"1","short_excerpt":"","is_update":"","_links":{"self":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/73051","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/comments?post=73051"}],"version-history":[{"count":1,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/73051\/revisions"}],"predecessor-version":[{"id":73053,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/73051\/revisions\/73053"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/media\/73052"}],"wp:attachment":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/media?parent=73051"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/categories?post=73051"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/tags?post=73051"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}