{"id":178339,"date":"2026-01-14T18:00:00","date_gmt":"2026-01-14T23:00:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/14\/transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai\/"},"modified":"2026-01-14T18:15:12","modified_gmt":"2026-01-14T23:15:12","slug":"transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/14\/transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai\/","title":{"rendered":"Transactive Memory May Be The Key To Unlocking Value With Agentic AI"},"content":{"rendered":"<p><a href=\"https:\/\/www.forbes.com\/sites\/anjanasusarla\/2026\/01\/14\/transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai\/\">Transactive Memory May Be The Key To Unlocking Value With Agentic AI<\/a><\/p>\n<p><a href=\"https:\/\/www.forbes.com\/sites\/anjanasusarla\/2026\/01\/14\/transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai\/\">https:\/\/www.forbes.com\/sites\/anjanasusarla\/2026\/01\/14\/transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-14 18:00:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.forbes.com\">www.forbes.com<\/a><\/p>\n<ul>\n<li><strong>Agentic AI Optimism<\/strong>: Organizations are optimistic about implementing agentic AI but are hesitant to fully deploy autonomous decision-making agents.<\/li>\n<li><strong>Transactive Memory Systems (TMS)<\/strong>: TMS is proposed as a framework for understanding how agentic AI can achieve greater autonomy through cooperation, akin to a &#8220;group mind&#8221; rather than isolated agents.<\/li>\n<li><strong>TMS Pillars in Agentic AI<\/strong>: TMS relies on three pillars: Specialization, Credibility, and Coordination, which are now being applied in multi-agent AI systems to mimic human team dynamics.<\/li>\n<li><strong>Specialization, Credibility, and Coordination<\/strong>: In agentic AI, specialization allows different agents to focus on specific tasks, credibility assesses the reliability of agent inputs, and coordination efficiently manages information flow between agents.<\/li>\n<li><strong>Distributed Cognition and TMS<\/strong>: TMS aids in transitioning from individual tools to collaborative AI agents, enabling distributed knowledge management and dynamic learning to enhance organizational decision-making.<\/li>\n<li><strong>Responsibility in Agentic AI<\/strong>: The design of TMS in agentic AI systems addresses responsibility gaps by assigning accountability at the level of the overall cognitive framework rather than individual agents.<\/li>\n<li><strong>Distributed Responsibility<\/strong>: With agentic AI, responsibility lies in the design and control of the transactive memory system, including role designation, routing logic, confidence thresholds, and human intervention decisions.<\/li>\n<li><strong>Human-AI Collaboration<\/strong>: Agentic AI enhances collaborative decision-making by integrating human abilities in ethical and creative judgments with AI strengths in data processing and pattern recognition, leveraging distributed cognition for improved outcomes.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Transactive Memory May Be The Key To Unlocking Value With Agentic AI https:\/\/www.forbes.com\/sites\/anjanasusarla\/2026\/01\/14\/transactive-memory-may-be-the-key-to-unlocking-value-with-agentic-ai\/ Publish Date:&#8230;<\/p>\n","protected":false},"author":1,"featured_media":178340,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/imageio.forbes.com\/specials-images\/imageserve\/696809fed8aef1618c7c6741\/0x0.jpg?format=jpg&height=900&width=1600&fit=bounds","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-178339","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/178339"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=178339"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/178339\/revisions"}],"predecessor-version":[{"id":178341,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/178339\/revisions\/178341"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/178340"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=178339"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=178339"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=178339"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}