{"id":8192,"date":"2026-02-09T06:45:00","date_gmt":"2026-02-08T21:45:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8192"},"modified":"2026-02-01T10:48:21","modified_gmt":"2026-02-01T01:48:21","slug":"ama-adaptive-memory-via-multi-agent-collaboration","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8192","title":{"rendered":"AMA: Adaptive Memory via Multi-Agent Collaboration"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AMA: Adaptive Memory via Multi-Agent Collaboration\u00a0<\/strong>[54.5]<br>\u8907\u6570\u306e\u7c92\u5ea6\u306b\u307e\u305f\u304c\u308b\u30e1\u30e2\u30ea\u7ba1\u7406\u306b\u5354\u8abf\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3059\u308b\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bAMA(Adaptive Memory via Multi-Agent Collaboration)\u3092\u63d0\u6848\u3059\u308b\u3002 AMA\u306f\u3001\u30b9\u30c6\u30fc\u30c8\u30fb\u30aa\u30d6\u30fb\u30b6\u30fb\u30a2\u30fc\u30c8\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u8457\u3057\u304f\u4e0a\u56de\u308a\u3001\u30c8\u30fc\u30af\u30f3\u306e\u6d88\u8cbb\u3092\u30d5\u30eb\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u624b\u6cd5\u3068\u6bd4\u3079\u3066\u7d0480%\u524a\u6e1b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.20352v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.20352v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 28 Jan 2026 08:09:49 GMT)<\/li>\n\n\n\n<li>\u300cThe Retriever routes inputs to optimal granularities based on intent. The Judge audits content relevance to trigger feedback loops and detects conflicts. The Refresher executes updates or deletions to rectify these inconsistencies. Finally, the Constructor synthesizes the validated context into structured memory entries.\u300d\u30684\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304b\u3089\u306a\u308b\u30e1\u30e2\u30ea\u7ba1\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002<\/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":[244],"class_list":["post-8192","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-memory"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8192","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=8192"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8192\/revisions"}],"predecessor-version":[{"id":8193,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8192\/revisions\/8193"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8192"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8192"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}