{"id":7048,"date":"2025-07-11T05:47:00","date_gmt":"2025-07-10T20:47:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7048"},"modified":"2025-07-06T09:55:50","modified_gmt":"2025-07-06T00:55:50","slug":"thinking-beyond-tokens-from-brain-inspired-intelligence-to-cognitive-foundations-for-artificial-general-intelligence-and-its-societal-impact","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7048","title":{"rendered":"Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact\u00a0<\/strong>[31.6]<br>\u672c\u7a3f\u3067\u306f,\u4eba\u5de5\u77e5\u80fd,\u8a8d\u77e5\u795e\u7d4c\u79d1\u5b66,\u5fc3\u7406\u5b66,\u751f\u6210\u30e2\u30c7\u30eb,\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u306e\u5b66\u969b\u7684\u5408\u6210\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3002 \u6211\u3005\u306f\u6c4e\u7528\u77e5\u80fd\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u8a8d\u77e5\u306e\u57fa\u790e\u3092\u5206\u6790\u3057\u3001\u30e2\u30b8\u30e5\u30e9\u30fc\u63a8\u8ad6\u3001\u6c38\u7d9a\u8a18\u61b6\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5354\u8abf\u306e\u5f79\u5272\u3092\u5f37\u8abf\u3057\u305f\u3002 \u6211\u3005\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3078\u306e\u9053\u306e\u9375\u3068\u306a\u308b\u79d1\u5b66\u7684\u3001\u6280\u8853\u7684\u3001\u502b\u7406\u7684\u8ab2\u984c\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.00951v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.00951v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 01 Jul 2025 16:52:25 GMT)<\/li>\n\n\n\n<li>AGI\u3092\u76ee\u6307\u3059\u3046\u3048\u3067\u306e\u6574\u7406\u300cSeveral challenges remains, such as the need for grounded world models, dynamic memory, causal reasoning, robust handling of aleatory and epistemic uncertainty, developing perception of emotional and social contexts and collective agent architectures. Significant advancements have been made, such as Large Concept Models, Large Reasoning Models and Mixture of Experts, which improve LLM performance beyond next-token prediction by incorporating biologically inspired behaviors into output generation.\u300d\u3068\u6307\u6458\u3002<\/li>\n\n\n\n<li>MoE\u306a\u3069\u6280\u8853\u7684\u306a\u3068\u3089\u3048\u65b9\u306b\u9055\u548c\u611f\u304c\u306a\u304f\u306f\u306a\u3044\u304c\u8208\u5473\u6df1\u3044\u6574\u7406<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[251,366],"class_list":["post-7048","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mllm","tag-slow-thinking"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7048","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7048"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7048\/revisions"}],"predecessor-version":[{"id":7049,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7048\/revisions\/7049"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7048"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7048"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7048"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}