{"id":8239,"date":"2026-02-24T05:35:00","date_gmt":"2026-02-23T20:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8239"},"modified":"2026-02-15T15:39:27","modified_gmt":"2026-02-15T06:39:27","slug":"data-science-and-technology-towards-agi-part-i-tiered-data-management","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8239","title":{"rendered":"Data Science and Technology Towards AGI Part I: Tiered Data Management"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Data Science and Technology Towards AGI Part I: Tiered Data Management\u00a0<\/strong>[53.6]<br>\u6211\u3005\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u958b\u767a\u304c\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u5171\u9032\u5316\u306e\u65b0\u3057\u3044\u6bb5\u968e\u306b\u5165\u3063\u305f\u3068\u8ad6\u3058\u308b\u3002 \u6211\u3005\u306f\u3001\u672a\u51e6\u7406\u306e\u30ea\u30bd\u30fc\u30b9\u304b\u3089\u7d44\u7e54\u7684\u3067\u691c\u8a3c\u53ef\u80fd\u306a\u77e5\u8b58\u307e\u3067\u3001L0-L4\u968e\u5c64\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u63d0\u6848\u624b\u6cd5\u306e\u6709\u52b9\u6027\u3092\u5b9f\u8a3c\u7814\u7a76\u306b\u3088\u308a\u691c\u8a3c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2602.09003v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2602.09003v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 09 Feb 2026 18:47:51 GMT)<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u8ef8\u304b\u3089\u898b\u305fAGI\u5b9f\u73fe\u3078\u306e\u5206\u6790\u3001\u300cOur results suggest that effective data management should be treated as a first-class engineering problem, rather than an auxiliary preprocessing step.\u300d\u306f\u305d\u306e\u901a\u308a\u3060\u3068\u601d\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/huggingface.co\/collections\/openbmb\/ultradata\">UltraData &#8211; a openbmb Collection<\/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":[387,623],"class_list":["post-8239","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8239","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=8239"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8239\/revisions"}],"predecessor-version":[{"id":8240,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8239\/revisions\/8240"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}