{"id":6944,"date":"2025-06-27T05:57:00","date_gmt":"2025-06-26T20:57:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6944"},"modified":"2025-06-15T21:01:41","modified_gmt":"2025-06-15T12:01:41","slug":"compound-ai-systems-optimization-a-survey-of-methods-challenges-and-future-directions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6944","title":{"rendered":"Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions\u00a0<\/strong>[17.1]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068AI\u30b7\u30b9\u30c6\u30e0\u306e\u9032\u6b69\u306f\u3001\u8907\u96d1\u306aAI\u306e\u8a2d\u8a08\u3068\u6700\u9069\u5316\u306b\u304a\u3051\u308b\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u306b\u3064\u306a\u304c\u3063\u305f\u3002 \u672c\u7a3f\u3067\u306f,\u8907\u5408AI\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u9069\u5316\u306b\u304a\u3051\u308b\u6700\u8fd1\u306e\u9032\u6b69\u3092,\u6570\u5024\u7684\u624b\u6cd5\u3068\u8a00\u8a9e\u7684\u624b\u6cd5\u306e\u4e21\u65b9\u3092\u5305\u542b\u3057\u3066\u4f53\u7cfb\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3002 \u6211\u3005\u306f\u3001\u8907\u5408AI\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u9069\u5316\u306e\u6982\u5ff5\u3092\u5f62\u5f0f\u5316\u3057\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u5074\u9762\u306b\u6cbf\u3063\u3066\u65e2\u5b58\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u5206\u985e\u3057\u3001\u3053\u306e\u6025\u901f\u306b\u767a\u5c55\u3059\u308b\u5206\u91ce\u306b\u304a\u3051\u308b\u30aa\u30fc\u30d7\u30f3\u306a\u7814\u7a76\u8ab2\u984c\u3068\u4eca\u5f8c\u306e\u65b9\u5411\u6027\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.08234v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.08234v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 09 Jun 2025 21:04:14 GMT)<\/li>\n\n\n\n<li>\u300cThis paper provides a systematic review of recent progress in optimizing compound AI systems, encompassing both numerical and language- based techniques.\u300d\u3068\u5b9f\u7528\u4e0a\u91cd\u8981\u306a\u8907\u5408\u7684\u306aAI\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/MiuLab\/AISysOpt-Survey\">GitHub &#8211; MiuLab\/AISysOpt-Survey<\/a><\/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":[387],"class_list":["post-6944","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6944","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=6944"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6944\/revisions"}],"predecessor-version":[{"id":6945,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6944\/revisions\/6945"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6944"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6944"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6944"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}