{"id":208149,"date":"2026-01-30T08:46:00","date_gmt":"2026-01-30T13:46:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/"},"modified":"2026-01-30T09:45:08","modified_gmt":"2026-01-30T14:45:08","slug":"the-next-phase-of-ai-takes-shape-in-2026","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/","title":{"rendered":"The Next Phase Of AI Takes Shape In 2026"},"content":{"rendered":"<p><a href=\"https:\/\/www.forbes.com\/sites\/sylvainduranton\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/\">The Next Phase Of AI Takes Shape In 2026<\/a><\/p>\n<p><a href=\"https:\/\/www.forbes.com\/sites\/sylvainduranton\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/\">https:\/\/www.forbes.com\/sites\/sylvainduranton\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-30 08:46:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.forbes.com\">www.forbes.com<\/a><\/p>\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">A hiker enjoying the landscape with binoculars from Mount Gialuz, Triglav National Park, Slovenia.<\/span><\/p>\n<p>De Agostini via Getty Images<\/p>\n<p>What should leaders prepare for in 2026 when it comes to artificial intelligence (AI), after the explosion of LLM usage in 2024 and the rise of agents in 2025? At first glance, there are no signs of a new \u201cmonster\u201d to tame\u2026 2026 will be a year of technological maturation for companies and a return to the whiteboard for research labs. With this maturity comes the end of eight entrenched ideas that have shaped the corporate AI landscape for the past three years.<\/p>\n<p><strong>Misconception #1: The future belongs only to very large frontier models.<\/strong><\/p>\n<p>Nothing could be less certain. Yes, the battle between giant models is raging, perfectly illustrated by the recent \u201ccode red\u201d triggered by Sam Altman following the enthusiastic reception of Gemini 3. But as early as 2023, Microsoft research teams had already published \u201cAll You Need Is a Textbook,\u201d demonstrating\u2014through code-generation experiments\u2014that specialized models trained on carefully curated datasets could outperform general-purpose models with up to a hundred times more parameters.<\/p>\n<p> Since then, examples have multiplied to the point that Gartner predicts that by 2028, small specialized models will hold 50% of the market. In 2026, leaders must explore the opportunities offered by smaller, more specialized models.<\/p>\n<p><strong>Misconception #2: The risk of hallucinations is a good reason to wait.<\/strong><\/p>\n<p>It is true that, according to Dataiku, 59% of executives encountered hallucination issues in 2025. But solutions exist. Models will always be capable of hallucinating, so the objective is to build full systems that ensure\u2014though not zero risk\u2014but reliability superior to current processes. To do this, enterprise data should be used either to fine-tune models or as a RAG-based knowledge source, with multiple models deployed in parallel to monitor drift and identify cases that require human oversight. Some&#8230;<\/p>\n<p><a href=\"https:\/\/www.forbes.com\/sites\/sylvainduranton\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Next Phase Of AI Takes Shape In 2026 https:\/\/www.forbes.com\/sites\/sylvainduranton\/2026\/01\/30\/the-next-phase-of-ai-takes-shape-in-2026\/ Publish Date: 2026-01-30 08:46:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":208150,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/imageio.forbes.com\/specials-images\/imageserve\/697cb504daa93bbb3feac2c0\/0x0.jpg?format=jpg&height=900&width=1600&fit=bounds","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20,17],"class_list":["post-208149","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence","tag-llm"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/208149"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=208149"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/208149\/revisions"}],"predecessor-version":[{"id":208151,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/208149\/revisions\/208151"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/208150"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=208149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=208149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=208149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}