{"id":117929,"date":"2026-01-06T11:54:14","date_gmt":"2026-01-06T04:54:14","guid":{"rendered":"https:\/\/wp.eastgate-software.com\/?p=117929"},"modified":"2026-04-01T15:20:40","modified_gmt":"2026-04-01T08:20:40","slug":"true-agentic-ai-still-years-away-why-todays-ai-agents-fall-short","status":"publish","type":"post","link":"https:\/\/wp.eastgate-software.com\/jp\/true-agentic-ai-still-years-away-why-todays-ai-agents-fall-short\/","title":{"rendered":"\u771f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI\u306f\u307e\u3060\u4f55\u5e74\u3082\u5148\uff1a\u73fe\u5728\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4e0d\u5341\u5206\u306a\u7406\u7531"},"content":{"rendered":"<p><span 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data-contrast=\"auto\">\u3053\u308c\u3089\u306e\u30d6\u30ec\u30fc\u30af\u30b9\u30eb\u30fc\u304c\u53ce\u675f\u3059\u308b\u307e\u3067\u306f\u3001\u5b8c\u5168\u306b\u81ea\u5f8b\u7684\u306a AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5bfe\u3059\u308b\u671f\u5f85\u306f\u63a7\u3048\u3081\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u3001\u7d44\u7e54\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u771f\u306e\u81ea\u5f8b\u6027\u3067\u306f\u306a\u304f\u3001\u5b9f\u7528\u7684\u306a\u526f\u64cd\u7e26\u58eb\u3068\u4eba\u9593\u304c\u95a2\u4e0e\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">\u30bd\u30fc\u30b9\uff1a<\/span><\/b><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.zdnet.com\/article\/ai-agents-primitive-reinforcement-learning-complex-memory\/\"><span data-contrast=\"none\">https:\/\/www.zdnet.com\/article\/ai-agents-primitive-reinforcement-learning-complex-memory\/<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Despite growing enthusiasm around \u201cagentic AI,\u201d experts caution that today\u2019s AI agents are far from meeting the technical definition of true autonomous agents. Major enterprise vendors such as Microsoft, Salesforce, and ServiceNow have rolled out AI agents across productivity and workflow platforms. Meanwhile, most offerings remain limited to scripted automations rather than systems capable of independent goal-setting, long-term planning, and adaptive learning.\u00a0 It is argued that two foundational capabilities are still missing: advanced reinforcement learning (RL) and robust, long-term memory architectures. Current large language model (LLM)-based agents struggle with multi-step reasoning over extended time horizons, often breaking down due to inconsistent state tracking and brittle decision-making. Market data reinforces this [&hellip;]<\/p>","protected":false},"author":238283293,"featured_media":117931,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","inline_featured_image":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1584],"tags":[1639,1488],"class_list":["post-117929","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-enthusiast","tag-agentic-ai","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.4 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>True Agentic AI Still Years Away: Why Today\u2019s AI Agents Fall Short - Eastgate Software<\/title>\n<meta name=\"description\" content=\"Despite rapid progress, today\u2019s AI agents lack true autonomy. Experts say reinforcement learning misses, delaying real agentic AI by years.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"True Agentic AI Still Years Away: Why Today\u2019s AI Agents Fall Short\" \/>\n<meta property=\"og:description\" content=\"Despite rapid progress, today\u2019s AI agents lack true autonomy. 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