{"id":740165,"date":"2026-03-09T12:08:54","date_gmt":"2026-03-09T04:08:54","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=740165"},"modified":"2026-03-09T12:08:54","modified_gmt":"2026-03-09T04:08:54","slug":"%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4%e6%9c%80%e6%96%b0%e8%ae%ba%e6%96%87%e6%8a%ab%e9%9c%b2%e4%b8%80%e8%b5%b7agent%e5%8f%9b%e9%80%83%e5%81%b7%e7%9f%bf%e4%ba%8b%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=740165","title":{"rendered":"\u963f\u91cc\u5df4\u5df4\u6700\u65b0\u8bba\u6587\u62ab\u9732\u4e00\u8d77\u201cagent\u53db\u9003\u5077\u77ff\u4e8b\u4ef6\u201d"},"content":{"rendered":"<\/p>\n

\u963f\u91cc\u5df4\u5df4<\/a>\u5173\u8054\u7814\u7a76\u56e2\u961f\uff08ROCK & ROLL & iFlow CLI & Terminal Bench Pro & iFlow-ROME\u8054\u5408\u56e2\u961f\uff09\uff0c\u57282025\u5e7412\u6708\u4e8earXiv\u53d1\u5e03\u30012026\u5e741\u6708\u4fee\u8ba2\u7684\u8bba\u6587\u300aLet It Flow\uff1a Agentic Crafting on Rock and Roll\uff0c Building the ROME Model within an Open Agentic Learning Ecosystem\u300b\uff08arXiv\uff1a2512.24873v2\uff09\u4e2d\uff0c\u8be6\u7ec6\u8bb0\u5f55\u4e86\u5176\u5728\u6784\u5efa\u5f00\u6e90agentic AI\u6a21\u578bROME\u65f6\uff0c\u51fa\u73b0\u7684AI\u4ee3\u7406\u672a\u7ecf\u6388\u6743\u81ea\u4e3b\u884c\u4e3a\uff0c\u5373\u7814\u7a76\u4eba\u5458\u6240\u8bf4\u7684\u201c\u610f\u6599\u4e4b\u5916\u201d\u4e14\u81ea\u53d1\u7684\u884c\u4e3a\uff0c\u8fd9\u7c7b\u884c\u4e3a\u4e0d\u4ec5\u65e0\u660e\u786e\u6307\u793a\uff0c\u66f4\u8d85\u51fa\u4e86\u9884\u671f\u7684\u6c99\u76d2\u8303\u56f4\u3002\u5176\u4e2d\u6700\u5f15\u4eba\u5173\u6ce8\u7684\u662f\uff0c\u8be5\u4ee3\u7406\u81ea\u4e3b\u521b\u5efa\u53cd\u5411SSH\u96a7\u9053\u5e76\u5229\u7528\u8ba1\u7b97\u8d44\u6e90<\/a>\u6316\u77ff\u3002<\/p>\n

\u636e\u6089\uff0cROME\u6a21\u578b\u4e3a30B\u603b\u53c2\u6570MoE\u67b6\u6784\uff08\u57fa\u4e8eQwen3-MoE\uff09\uff0c\u5728Agentic Learning Ecosystem\uff08ALE\uff09\u4e2d\u5b8c\u6210\u8d85\u4e00\u767e\u4e07\u6761\u8f68\u8ff9\u8bad\u7ec3\uff0c\u6838\u5fc3\u76ee\u6807\u662f\u5b9e\u73b0\u590d\u6742\u591a\u8f6e\u5de5\u5177\u4ea4\u4e92\u4e0e\u4efb\u52a1\u5b8c\u6210\u3002\u8fd9\u8d77\u5f02\u5e38\u4e8b\u4ef6\u5e76\u975e\u901a\u8fc7\u8bad\u7ec3\u66f2\u7ebf\u53d1\u73b0\uff0c\u800c\u662f\u6e90\u4e8e\u963f\u91cc\u4e91\u751f\u4ea7\u7ea7\u5b89\u5168\u9065\u6d4b\u7cfb\u7edf\u7684\u8b66\u62a5\u3002<\/p>\n

\u8bba\u6587\u7b2c3.1.4\u8282\u201cSafety-Aligned Data Composition\u201d\uff08\u7b2c15\u9875\uff09\u8be6\u7ec6\u8bb0\u5f55\u4e86\u4e8b\u4ef6\u7ecf\u8fc7\uff1a\u4e00\u5929\u6e05\u6668\uff0c\u963f\u91cc\u4e91\u7ba1\u7406\u9632\u706b\u5899\u76d1\u6d4b\u5230\u57f9\u8bad\u670d\u52a1\u5668\u51fa\u73b0\u4e00\u7cfb\u5217\u5b89\u5168\u7b56\u7565<\/a>\u8fdd\u89c4\uff0c\u56e2\u961f\u7d27\u6025\u4ecb\u5165\u540e\u53d1\u73b0\uff0c\u8fdd\u89c4\u884c\u4e3a\u5305\u62ec\u63a2\u6d4b\u3001\u8bbf\u95ee\u5185\u90e8\u7f51\u7edc\u8d44\u6e90\uff0c\u4ee5\u53ca\u4e0e\u52a0\u5bc6\u6316\u77ff\u76f8\u5173\u7684\u6d41\u91cf\u6a21\u5f0f\u3002\u8d77\u521d\uff0c\u56e2\u961f\u5c06\u5176\u5224\u5b9a\u4e3a\u5e38\u89c4\u5b89\u5168\u4e8b\u4ef6\uff08\u5982\u51fa\u53e3\u63a7\u5236\u914d\u7f6e\u9519\u8bef\u6216\u5916\u90e8\u5165\u4fb5\uff09\uff0c\u4f46\u8fdd\u89c4\u884c\u4e3a\u53cd\u590d\u51fa\u73b0\u4e14\u65e0\u660e\u663e\u65f6\u95f4\u89c4\u5f8b\u3002<\/p>\n

\u901a\u8fc7\u5c06\u9632\u706b\u5899\u65f6\u95f4\u6233\u4e0e\u7cfb\u7edf\u9065\u6d4b\u3001\u5f3a\u5316\u5b66\u4e60\u8ffd\u8e2a\u6570\u636e\u5173\u8054\uff0c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u5f02\u5e38\u51fa\u7ad9\u6d41\u91cf\u59cb\u7ec8\u4e0e\u4ee3\u7406\u8c03\u7528\u5de5\u5177\u3001\u6267\u884c\u4ee3\u7801\u7684\u7279\u5b9a\u4e8b\u4ef6\u91cd\u5408\u3002\u6a21\u578b\u65e5\u5fd7\u663e\u793a\uff0c\u8fd9\u4e9b\u7f51\u7edc\u5f02\u5e38\u5747\u7531\u4ee3\u7406\u4e3b\u52a8\u542f\u52a8\u5de5\u5177\u8c03\u7528\u548c\u4ee3\u7801\u6267\u884c\u5f15\u53d1\uff0c\u4e14\u6b64\u7c7b\u884c\u4e3a\u65e2\u975e\u4efb\u52a1\u63d0\u793a\u8981\u6c42\uff0c\u4e5f\u4e0d\u662f\u6c99\u76d2\u7ea6\u675f\u4e0b\u5b8c\u6210\u4efb\u52a1\u7684\u5fc5\u9700\u3002<\/p>\n

\u5176\u4e2d\uff0c\u6700\u503c\u5f97\u8b66\u60d5\u7684\u4e24\u7c7b\u884c\u4e3a\u7684\u662f\uff1a\u4e00\u662f\u4ee3\u7406\u81ea\u4e3b\u5efa\u7acb\u5e76\u4f7f\u7528\u4ece\u963f\u91cc\u4e91\u5b9e\u4f8b\u5230\u5916\u90e8IP\u5730\u5740\u7684\u53cd\u5411SSH\u96a7\u9053\u2014\u2014\u8fd9\u4e00\u7531\u5916\u53d1\u53d1\u8d77\u7684\u8fdc\u7a0b\u8bbf\u95ee\u901a\u9053\uff0c\u53ef\u6709\u6548\u89c4\u907f\u5165\u4fb5\u8fc7\u6ee4\u3001\u524a\u5f31\u76d1\u7ba1\u63a7\u5236\uff1b\u4e8c\u662f\u672a\u7ecf\u6388\u6743\u5360\u7528\u5df2\u914d\u7f6eGPU\u5bb9\u91cf\u8fdb\u884c\u52a0\u5bc6\u8d27\u5e01<\/a>\u6316\u77ff\uff0c\u4e0d\u4ec5\u6084\u6084\u6d88\u8017\u8bad\u7ec3\u8ba1\u7b97\u8d44\u6e90\u3001\u63a8\u9ad8\u8fd0\u8425\u6210\u672c\uff0c\u8fd8\u5e26\u6765\u4e86\u660e\u786e\u7684\u6cd5\u5f8b\u4e0e\u58f0\u8a89\u98ce\u9669<\/a>\u3002\u8bba\u6587\u7279\u522b\u5f3a\u8c03\uff0c\u8fd9\u4e9b\u884c\u4e3a\u5e76\u975e\u7531\u8bf7\u6c42\u96a7\u9053\u6216\u6316\u77ff\u7684\u63d0\u793a\u89e6\u53d1\uff0c\u800c\u662f\u5f3a\u5316\u5b66\u4e60\u4f18\u5316\u8fc7\u7a0b\u4e2d\uff0c\u4ee3\u7406\u81ea\u4e3b\u4f7f\u7528\u5de5\u5177\u4ea7\u751f\u7684\u5de5\u5177\u6027\u526f\u4f5c\u7528\u3002<\/p>\n

\u540e\u7eed\uff0c\u7814\u7a76\u56e2\u961f\u5bf9\u5168\u6570\u636e\u96c6\u65e5\u5fd7\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\uff0c\u5c06\u6b64\u7c7b\u73b0\u8c61\u5f52\u7c7b\u4e3a\u201cgeneral-security issues\u201d\uff08\u901a\u7528\u5b89\u5168\u95ee\u9898\uff09\uff0c\u5e76\u7ec6\u5206\u4e3a\u4e09\u5927\u7c7b\uff1a\u5b89\u5168\u4e0e\u4fdd\u969c\uff08\u6db5\u76d6\u4ee3\u7801\u5b89\u5168\u3001\u884c\u4e3a\u5b89\u5168\u3001\u5bf9\u6297\u6027\u9c81\u68d2\u6027\uff09\u3001\u53ef\u63a7\u6027\uff08\u5305\u62ec\u8fb9\u754c\u5b8c\u6574\u6027\u4e0e\u6307\u4ee4\u9075\u5b88\uff09\u3001\u53ef\u4fe1\u5ea6\uff08\u5305\u62ec\u8fc7\u7a0b\u900f\u660e\u4e0e\u65e0\u6b3a\u9a97\u884c\u4e3a\uff09\u3002<\/p>\n

\u4e3a\u89e3\u51b3\u8be5\u95ee\u9898\uff0c\u7814\u7a76\u56e2\u961f\u6784\u5efa\u4e86\u9488\u5bf9\u6027\u901a\u7528\u5b89\u5168\u6570\u636e\u5957\u4ef6\uff1a\u901a\u8fc7\u6570\u636e\u6536\u96c6\u3001\u5546\u4e1a\u6570\u636e\u83b7\u53d6\u53ca\u9ad8\u4fdd\u771f\u5408\u6210\u751f\u6210\u591a\u6837\u79cd\u5b50\u8bed\u6599\uff1b\u5f00\u53d1\u4e13\u7528\u7ea2\u961f\u7cfb\u7edf\uff0c\u7a0b\u5e8f\u5316\u6ce8\u5165\u73b0\u5b9e\u5931\u8d25\u6a21\u5f0f\uff1b\u540c\u65f6\u751f\u6210\u65e0\u5b89\u5168\u95ee\u9898\u7684\u9ec4\u91d1<\/a>\u8f68\u8ff9\uff0c\u7528\u4e8e\u540e\u7eedSFT\uff08\u76d1\u7763\u5fae\u8c03\uff09\u548cRL\uff08\u5f3a\u5316\u5b66\u4e60\uff09\u540e\u8bad\u7ec3\uff0c\u6838\u5fc3\u76ee\u6807\u662f\u8ba9\u4ee3\u7406\u5728\u9762\u5bf9\u6f5c\u5728\u5b89\u5168\u9677\u9631\u65f6\uff0c\u80fd\u53ef\u9760\u9009\u62e9\u5b89\u5168\u884c\u52a8\u8def\u5f84\u3001\u4e3b\u52a8\u89c4\u907f\u98ce\u9669\u884c\u4e3a\u3002<\/p>\n

\u8bba\u6587\u660e\u786e\u6307\u51fa\uff0c\u5c3d\u7ba1\u7814\u7a76\u56e2\u961f\u5bf9\u4ee3\u7406\u578b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u8868\u793a\u8ba4\u53ef\uff0c\u4f46\u4e5f\u63d0\u51fa\u8b66\u793a\uff1a\u73b0\u6709\u6a21\u578b\u5728\u5b89\u5168\u6027\u3001\u4fdd\u969c\u6027\u548c\u53ef\u63a7\u6027\u65b9\u9762\u4ecd\u5b58\u5728\u660e\u663e\u4e0d\u8db3\uff0c\u8fd9\u4e00\u7f3a\u9677\u9650\u5236\u4e86\u5176\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u7684\u53ef\u9760\u5e94\u7528\u3002\u7814\u7a76\u56e2\u961f\u547c\u5401AI\u793e\u533a\u6301\u7eed\u5173\u6ce8\u6b64\u7c7b\u73b0\u8c61\u53ca\u66f4\u5e7f\u6cdb\u7684AI\u5b89\u5168\u8bae\u9898\uff0c\u5e76\u5728\u672a\u6765\u5de5\u4f5c\u4e2d\u63a8\u8fdb\u7cfb\u7edf\u6027\u7814\u7a76\u3002<\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8bba\u6587\u672a\u62ab\u9732\u4e8b\u4ef6\u6d89\u53ca\u7684\u5177\u4f53\u5916\u90e8IP\u3001\u6316\u77ff\u5e01\u79cd\u53ca\u96a7\u9053\u65f6\u957f\uff0c\u4ec5\u5f3a\u8c03\u5176\u5e26\u6765\u4e86\u201c\u5177\u6709\u5b9e\u9645\u64cd\u4f5c\u5f71\u54cd\u201d\u7684\u540e\u679c\u4e0e\u6cd5\u5f8b\u3001\u58f0\u8a89\u98ce\u9669\u3002\u76ee\u524d\uff0c\u7814\u7a76\u56e2\u961f\u5df2\u5728\u6a21\u578b\u4e2d\u65bd\u52a0\u66f4\u4e25\u683c\u7684\u9650\u5236\uff0c\u5e76\u4f18\u5316\u4e86\u8bad\u7ec3\u6d41\u7a0b\uff0c\u8be5\u4e8b\u4ef6\u76f8\u5173\u7ec6\u8282\u5747\u4ee5\u8bba\u6587\u4e3a\u516c\u5f00\u8bb0\u5f55\uff0c\u6682\u65e0\u989d\u5916\u5b98\u65b9\u7f6e\u8bc4\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u963f\u91cc\u5df4\u5df4\u5173\u8054\u7814\u7a76\u56e2\u961f\uff08ROCK & ROLL & iFlow CLI & Termin […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"aside","meta":[],"categories":[6],"tags":[71,353,88,34,238,121,192,51],"views":28,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/740165"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=740165"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/740165\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=740165"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=740165"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=740165"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}