{"id":6666,"date":"2025-05-15T04:50:00","date_gmt":"2025-05-14T19:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6666"},"modified":"2025-05-15T04:50:00","modified_gmt":"2025-05-14T19:50:00","slug":"rethinking-memory-in-ai-taxonomy-operations-topics-and-future-directions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6666","title":{"rendered":"Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions\u00a0<\/strong>[55.2]<br>\u30e1\u30e2\u30ea\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u30d9\u30fc\u30b9\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u652f\u3048\u308b\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u57fa\u672c\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3042\u308b\u3002 \u30b3\u30f3\u30bd\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u66f4\u65b0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u3051\u3001\u30d5\u30a9\u30c3\u30c6\u30a3\u30f3\u30b0\u3001\u691c\u7d22\u3001\u5727\u7e2e\u306e6\u3064\u306e\u57fa\u672c\u7684\u306a\u30e1\u30e2\u30ea\u64cd\u4f5c\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u3053\u306e\u8abf\u67fb\u306f\u3001AI\u306e\u30e1\u30e2\u30ea\u306b\u95a2\u3059\u308b\u7814\u7a76\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u69cb\u9020\u5316\u3055\u308c\u305f\u52d5\u7684\u8996\u70b9\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.00675v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.00675v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 01 May 2025 17:31:33 GMT)<\/li>\n\n\n\n<li>LLM\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30e1\u30e2\u30ea\u306e\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u300cIn this survey, we first categorize memory representations into parametric, contextual structured, and contextual unstructured and then introduce six fundamental memory operations: Consolidation, Updating, Indexing, Forgetting, Retrieval, and Compression.\u300d\u3068\u3044\u3046\u8ef8\u8a2d\u5b9a\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":[244,387],"class_list":["post-6666","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-memory","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6666","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=6666"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6666\/revisions"}],"predecessor-version":[{"id":6756,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6666\/revisions\/6756"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}