{"id":730607,"date":"2024-10-15T04:07:11","date_gmt":"2024-10-15T09:07:11","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?p=730607&#038;preview=true&#038;preview_id=730607"},"modified":"2025-03-05T06:36:40","modified_gmt":"2025-03-05T11:36:40","slug":"inside-gpt-01-transforming-gen-ai","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/us-en\/insights\/expert-perspectives\/inside-gpt-01-transforming-gen-ai\/","title":{"rendered":"Inside GPT-01: Transforming Gen AI"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Inside GPT-01: Transforming Gen AI<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2021\/05\/Robert-Engels.webp?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Robert Engels<\/h5><h5 class=\"blog-date\">Oct 14, 2024<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?p=1065402\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?p=1065402\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-the-latest-gpt-01-series-is-outstanding-just-like-previous-releases\">The latest GPT-01 series is outstanding, just like previous releases.<\/h2>\n\n\n\n<p>In my tests on challenging tasks that typically confuse Large Language Models (LLMs), it consistently delivered accurate and expected results. The performance is truly impressive. The following are my key observations:&nbsp;<br>&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Multi-agent systems and chain-of-thought (CoT) integration<\/strong>: The GPT-01 series generates results through a multi-step process. Recently developed multi-agent systems with various roles and different setups incorporating chain-of-thought and critics have become integral to the system, significantly reducing errors.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Example<\/strong>: <em>OpenAI\u2019s research on multi-agent reinforcement learning (MARL) demonstrates how multiple agents can collaborate to solve complex tasks. For instance, in a simulated environment, agents can work together to achieve a common goal, such as navigating a maze or playing a team-based game. <sup>[1]<\/sup>&nbsp;<\/em><\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Deterministic prompting<\/strong>: Initial testing indicates that the new models exhibit more deterministic behavior. This means that prompts for the same task, even when phrased differently, deliver more consistent answers. This improvement addresses a major issue seen in previous versions, where the phrasing of a prompt could drastically affect the response quality.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Example<\/strong>: <em>Research on prompt engineering has shown that models like GPT-3 can be fine-tuned to provide more consistent responses. For example, a study found that by using specific prompt templates, the variability in responses to similar questions was significantly reduced.<sup> [2]<\/sup>&nbsp;<\/em><\/li>\n<\/ul>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Reinforcement learning enhancements<\/strong>: Reinforcement learning continues to play a crucial role. This technique, which was pivotal in earlier versions, now helps implement best practices around chain-of-thought, contributing to the model\u2019s enhanced performance.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Example<\/strong>: <em>DeepMind\u2019s AlphaGo used reinforcement learning to master the game of Go. By playing millions of games against itself and learning from each outcome, AlphaGo improved its performance to a superhuman level. <sup>[3]<\/sup>&nbsp;<\/em><\/li>\n<\/ul>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><strong>Transparency in reasoning steps<\/strong>: While the current reasoning steps in the chain-of-thought process are not fully explained or inspectable, this is acceptable for many use cases. However, it remains a concern for applications where correctness is critical.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Example<\/strong>: <em>The Explainable AI (XAI) initiative by Defense Advanced Research Projects Agency (DARPA) aims to create AI systems whose decisions can be understood and trusted by humans. For example, in medical diagnostics, XAI techniques are used to provide insights into how an AI model arrived at a particular diagnosis, making the process more transparent and trustworthy. <sup>[4]<\/sup>&nbsp;<\/em><\/li>\n<\/ul>\n\n\n\n<p>&nbsp;The new GPT-01 series demonstrates significant improvements in performance and reliability. However, the underlying model still faces challenges with hallucinations, particularly in scenarios where accuracy is critical. As highlighted by Sourav Banerjee in the referred paper (see below), LLMs will continue to experience errors and hallucinations. It is essential to learn how to manage these limitations effectively. The latest release makes this task somewhat easier, but the journey towards perfect accuracy continues.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/10\/1726301924739-1.jpg?w=960\" alt=\"\" class=\"wp-image-1065412\" style=\"aspect-ratio:3\/2;object-fit:contain\"\/><\/figure>\n\n\n\n<p><strong>References:<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"has-small-font-size\">[1] <a href=\"https:\/\/openai.com\/index\/emergent-tool-use\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/openai.com\/index\/emergent-tool-use\/<\/a>&nbsp;<\/p>\n\n\n\n<p class=\"has-small-font-size\">[2] <a href=\"https:\/\/www.nature.com\/articles\/s41746-024-01029-4.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.nature.com\/articles\/s41746-024-01029-4.pdf<\/a>&nbsp;<\/p>\n\n\n\n<p class=\"has-small-font-size\">[3] <a href=\"https:\/\/deepmind.google\/research\/breakthroughs\/alphago\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/deepmind.google\/research\/breakthroughs\/alphago\/<\/a>&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"has-small-font-size\">[4] <a href=\"https:\/\/www.darpa.mil\/program\/explainable-artificial-intelligence\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.darpa.mil\/program\/explainable-artificial-intelligence<\/a>&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/robertengels_gpt01-llms-ai-activity-7240635075669749760-mSy7\/?utm_source=share&amp;utm_medium=member_desktop\" target=\"_blank\" rel=\"noreferrer noopener\">Add your voice on LinkedIn<\/a><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet the author<\/h2><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2021\/05\/Robert-Engels.webp\" alt=\"Robert Engels\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/esisnorge\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Robert Engels<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Vice President, CTIO Capgemini I&amp;D North and Central Europe | Head of Generative AI Lab<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/esisnorge\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Robert is an innovation lead and a thought leader in several sectors and regions, and holds the position of Chief Technology Officer for Northern and Central Europe in our Insights &#038; Data Global Business Line. Based in Norway, he is a known lecturer, public speaker, and panel moderator. Robert holds a PhD in artificial intelligence from the Technical University of Karlsruhe (KIT), Germany.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":263,"featured_media":730608,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"{\"uuid\":\"9d3ec8e3-f4a6-48f5-a70e-5ad19ea3a954\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"427c1b77-cc23-4b0f-b75b-3b85bc8b74bc\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[],"brand":[],"service":[243],"industry":[],"partners":[],"blog-topic":[154],"content-group":[480],"class_list":["post-730607","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","service-data-ai","blog-topic-data-and-ai","content-group-technovision"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - 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