{"id":41042,"date":"2026-06-17T15:05:56","date_gmt":"2026-06-17T07:05:56","guid":{"rendered":"https:\/\/17aitech.com\/?p=41042"},"modified":"2026-06-17T15:05:56","modified_gmt":"2026-06-17T07:05:56","slug":"2026%e5%8c%97%e4%ba%ac%e6%99%ba%e6%ba%90%e5%a4%a7%e4%bc%9a%e5%bc%80%e5%b9%95-%e4%bb%8e%e6%82%9f%e9%81%93%e5%88%b0%e6%82%9f%e7%95%8c%ef%bc%8c%e6%99%ba%e6%ba%90","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=41042","title":{"rendered":"2026\u5317\u4eac\u667a\u6e90\u5927\u4f1a\u5f00\u5e55 | \u4ece\u201c\u609f\u9053\u201d\u5230\u201c\u609f\u754c\u201d\uff0c\u667a\u6e90\u7814\u7a76\u9662\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u3001\u7269\u7406\u4e16\u754c\u548c\u751f\u547d\u79d1\u5b66\u201c\u4e09\u4f53\u4e92\u52a8\u201d"},"content":{"rendered":"

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2026\u5e746\u670812\u65e5\uff0c\u7b2c\u516b\u5c4a\u201c\u5317\u4eac\u667a\u6e90\u5927\u4f1a\u201d\u5728\u4e2d\u5173\u6751\u56fd\u9645\u521b\u65b0\u4e2d\u5fc3\u5f00\u5e55\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u5317\u4eac\u667a\u6e90\u5927\u4f1a\u662f\u667a\u6e90\u7814\u7a76\u9662\u4e3b\u529e\u7684\u201cAI\u5185\u884c\u5b66\u672f\u76db\u4f1a\u201d\uff0c\u4ee5\u201c\u6280\u672f\u524d\u6cbf\u3001\u56fd\u9645\u89c6\u91ce\u3001\u9752\u5e74\u4eba\u624d\u201d\u4e3a\u7279\u8272\uff0c\u6c47\u805a\u6d77\u5185\u5916\u7814\u7a76\u8005\u5206\u4eab\u7814\u7a76\u6210\u679c\u3001\u63a2\u5bfb\u524d\u6cbf\u77e5\u8bc6\u3001\u4ea4\u6d41\u5b9e\u8df5\u7ecf\u9a8c\u3002\u672c\u5c4a\u5927\u4f1a\uff0c\u73b0\u4ee3\u6570\u5b57\u5b89\u5168\u4f53\u7cfb\u5960\u57fa\u8005Whitfield Diffie\u7ebf\u4e0b\u53c2\u4f1a\uff0c\u805a\u7126Agent\u65f6\u4ee3\u7684\u5b89\u5168\u4e0e\u53ef\u4fe1\u6311\u6218\uff1b\u5f3a\u5316\u5b66\u4e60\u5960\u57fa\u4ebaAndrew Barto\u8ffd\u95ee\u201c\u4ea4\u4e92\u9a71\u52a8\u667a\u80fd\u201d\u5bf9\u4e8e\u4e0b\u4e00\u4ee3AI\u7cfb\u7edf\u7684\u610f\u4e49\u300230\u4f59\u4f4d30\u5c81\u4ee5\u4e0b\u9752\u5e74\u79d1\u5b66\u5bb6\uff0c40\u4f59\u4f4dAI\u4f01\u4e1aCEO\u3001\u521b\u59cb\u4eba\u4e0e\u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c200\u4f59\u4f4d\u9876\u5c16\u4e13\u5bb6\u5b66\u8005\u5c06\u9f50\u805a\u5317\u4eac\uff0c\u4e2d\u56fdAI\u4ea7\u4e1a\u4e16\u754c\u6a21\u578b\u4e0eAgent\u9886\u57df\u6700\u5177\u4ee3\u8868\u6027\u7684\u521b\u65b0\u529b\u91cf\u9996\u6b21\u96c6\u4e2d\u540c\u53f0\u300220\u4f59\u5bb6\u5168\u7403\u9876\u5c16\u79d1\u6280\u4f01\u4e1a\u53ca\u9ad8\u6821\u79d1\u7814\u673a\u6784\uff0c\u5305\u62ecMeta\u3001\u82f1\u4f1f\u8fbe\u3001\u54c8\u4f5b\u3001MIT\u7b49\uff0c\u5c06\u4e0e\u963f\u91cc\u3001\u817e\u8baf\u3001\u5c0f\u7c73\u3001\u751f\u6570\u79d1\u6280\u3001\u9762\u58c1\u667a\u80fd\u3001\u6e05\u534e\u3001\u5317\u5927\u3001\u4eba\u5927\u7b49\u4e2d\u56fdAI\u884c\u4e1a\u6700\u6838\u5fc3\u7684<\/span>\u521b\u65b0\u529b\u91cf\u540c\u573a\u4ea4\u6d41\u3002\u540c\u65f6\uff0c\u5927\u4f1a\u8fd8\u6c47\u805a\u6570\u767e\u4f4d\u5168\u7403AI\u9886\u57df\u5b66\u672f\u4e2d\u575a\u529b\u91cf\uff0c\u4e00\u540c\u56f4\u7ed5\u4e16\u754c\u6a21\u578b\u3001\u901a\u7528\u667a\u80fd\u4f53\u3001\u5177\u8eab\u667a\u80fd\u3001AI\u5b89\u5168\u3001AI Native\u6559\u80b2\u3001Token\u7ecf\u6d4e\u4e0eOPC\u3001\u667a\u80fd\u8ba1\u7b97\u5e95\u5c42\u67b6\u6784\u7b49\u524d\u6cbf\u65b9\u5411\u5c55\u5f00\u7cbe\u5f69\u6f14\u8bb2\u548c\u524d\u77bb\u6027\u5bf9\u8bdd\u3002<\/span><\/p>\n

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\u5f00\u5e55\u5f0f\u7531\u667a\u6e90\u7814\u7a76\u9662\u7406\u4e8b\u957f\u9ec4\u94c1\u519b\u4e3b\u6301\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u667a\u6e90\u7814\u7a76\u9662\u9662\u957f\u738b\u4ef2\u8fdc\u505a2026\u5e74\u7814\u7a76\u8fdb\u5c55\u62a5\u544a\uff0c\u53d1\u5e03\u667a\u6e90\u7814\u7a76\u9662\u5728\u57fa\u5ea7\u5927\u6a21\u578b\u3001\u667a\u80fd\u4f53\u3001\u57fa\u7840\u8f6f\u786c\u4ef6\u751f\u6001\u7b49\u524d\u6cbf\u6280\u672f\u9886\u57df\u7684\u63a2\u7d22\u6210\u679c\u548c\u5f00\u6e90\u751f\u6001\u5efa\u8bbe\u7684\u6700\u65b0\u52a8\u6001\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u81ea2018\u5e74\u6210\u7acb\u4ee5\u6765\uff0c\u667a\u6e90\u7814\u7a76\u9662\u5148\u540e\u53d1\u5e03\u4e86\u201c\u609f\u9053\u201d\u7cfb\u5217\u5927\u6a21\u578b\u548c\u201c\u609f\u754c\u201d\u7cfb\u5217\u5927\u6a21\u578b\uff0c\u6784\u5efa\u4e86\u81ea\u5e95\u5411\u4e0a\u7684\u5168\u6808\u5927\u6a21\u578b\u5f00\u6e90\u6280\u672f\u4f53\u7cfb\u3002\u65e0\u8bba\u662f\u5728\u5927\u6a21\u578b\u53d1\u5c55\u7684\u65e9\u671f\uff0c\u8fd8\u662f\u5728\u7269\u7406AI\u7684\u5168\u65b0\u65f6\u671f\uff0c\u667a\u6e90\u7814\u7a76\u9662\u59cb\u7ec8\u5728\u5f15\u9886\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u7684\u524d\u6cbf\u7814\u7a76\u63a2\u7d22\u3002\u622a\u81f3\u76ee\u524d\uff0c\u667a\u6e90\u5f00\u6e90\u6a21\u578b\u8d85200\u4e2a\uff0c\u5168\u7403\u603b\u4e0b\u8f7d\u91cf\u7d2f\u8ba1\u8d85\u8fc710\u4ebf\u6b21\u3002\u540c\u65f6\u4e5f\u5b75\u5316\u4e86\u4e00\u7cfb\u5217\u5728\u5927\u6a21\u578b\u9886\u57df\u548c\u5177\u8eab\u667a\u80fd\u9886\u57df\u975e\u5e38\u5177\u6709\u4ee3\u8868\u6027\u7684\u521b\u65b0\u521b\u4e1a\u4f01\u4e1a\u3002<\/span><\/p>\n

2024\u5e74\u667a\u6e90\u5927\u4f1a\u4e0a\uff0c\u667a\u6e90\u53d1\u5e03\u4e86\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u5c24\u5176\u662f\u5927\u6a21\u578b\u6280\u672f\u7684\u6f14\u5316\u8def\u5f84\u7684\u9884\u5224\u3002\u5f53\u4e0b\uff0c\u4eba\u5de5\u667a\u80fd\u6b63\u6cbf\u7740\u4ece\u5927\u8bed\u8a00\u6a21\u578b\u5411\u591a\u6a21\u6001\u5927\u6a21\u578b\u518d\u5411\u4e16\u754c\u6a21\u578b\u6f14\u8fdb\u7684\u65b9\u5411\uff0c\u52a0\u901f\u4ece\u6570\u5b57\u4e16\u754c\u8fc8\u5411\u7269\u7406\u4e16\u754c\u3002\u8fc7\u53bb\u4e00\u5e74\u91cc\uff0c\u667a\u6e90\u5728\u57fa\u5ea7\u5927\u6a21\u578b\u3001\u667a\u80fd\u4f53\u4ee5\u53ca\u57fa\u7840\u8f6f\u786c\u4ef6\u751f\u6001\u4e09\u4e2a\u9886\u57df\u53d6\u5f97\u4ee4\u4eba\u77a9\u76ee\u7684\u79d1\u7814\u8fdb\u5c55\u3002\u57fa\u4e8e\u667a\u6e90\u5728\u591a\u6a21\u6001\u5927\u6a21\u578b\u4ee5\u53ca\u4e16\u754c\u5927\u6a21\u578b\u4e0a\u7684\u63a2\u7d22\uff0c\u667a\u6e90\u7814\u7a76\u9662\u7cfb\u7edf\u6027\u5730\u68b3\u7406\u4e86\u4e16\u754c\u6a21\u578b\u53d1\u5c55\u5386\u7a0b\uff0c\u4ee5\u53ca\u5bf9\u73b0\u6709\u4e16\u754c\u6a21\u578b\u6280\u672f\u7684\u56db\u5927\u5206\u7c7b\uff0c\u5e76\u4ecb\u7ecd\u4e86\u6b63\u5728\u7814\u53d1\u4e2d\u7684\u609f\u754c\u00b7Physis\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\u57fa\u5ea7\u5927\u6a21\u578b<\/span><\/p>\n

2024\u5e74\u667a\u6e90\u5927\u4f1a\u53d1\u5e03\u7684\u201c\u609f\u754c\u201d\u7cfb\u5217\u5927\u6a21\u578b\uff0c\u65e8\u5728\u89e3\u51b3\u4eba\u5de5\u667a\u80fd\u4ece\u6570\u5b57\u4e16\u754c\u8fc8\u5411\u7269\u7406\u4e16\u754c\u7684\u5173\u952e\u80fd\u529b\uff0c\u5e76\u4e14\u6784\u5efa\u9762\u5411\u7269\u7406\u4e16\u754c\u7684\u4eba\u5de5\u667a\u80fd\u57fa\u5ea7\u6a21\u578b\u30022025\u5e7410\u6708\u6b63\u5f0f\u53d1\u5e03\u7684<\/span>\u609f\u754c\u00b7Emu3.5<\/span>\u4ec5\u57fa\u4e8e\u201c\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u5143\uff08Next-Token Prediction\uff09\u201d\uff0c\u5b9e\u73b0\u4e86\u5927\u89c4\u6a21\u6587\u672c\u3001\u56fe\u50cf\u548c\u89c6\u9891\u7684\u7edf\u4e00\u5b66\u4e60\uff0c\u5b9e\u73b0\u4e86\u591a\u6a21\u6001\u7406\u89e3\u548c\u751f\u6210\u4efb\u52a1\u7684\u7edf\u4e00\u5b66\u4e60\uff0c<\/span>\u8fd9\u4e00\u539f\u521b\u6027\u7684\u6210\u679c\u5728\u4eca\u5e741\u6708\u4efd\u520a\u53d1\u4e8eNature\u6b63\u520a\uff0c\u521b\u9020\u4e86\u56fd\u4ea7\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u4f17\u591a\u7eaa\u5f55\u3002<\/span><\/p>\n

\u4eca\u5e74\uff0c\u667a\u6e90\u5927\u4f1a\u4e5f\u5e26\u6765\u4e86\u4e00\u7cfb\u5217\u521b\u65b0\u6210\u679c\u53d1\u5e03\uff1a<\/span>\u609f\u754c\u00b7Brain\u03bc1.0\u662f\u5168\u7403\u9996\u4e2a\u7406\u89e3\u4e0e\u751f\u6210\u7edf\u4e00\u7684\u591a\u6a21\u6001\u795e\u7ecf\u79d1\u5b66\u5927\u6a21\u578b<\/span>\uff0c\u5c06Next-Token Prediction\u8303\u5f0f\u6269\u5c55\u5230\u795e\u7ecf\u79d1\u5b66\u9886\u57df\u6240\u6784\u5efa\u7684\u591a\u6a21\u6001\u8111\u79d1\u5b66\u901a\u7528\u57fa\u5ea7\uff0c\u7531\u667a\u6e90\u8054\u5408\u6e05\u534e\u56e2\u961f\u57fa\u4e8e<\/span>\u609f\u754c\u00b7Brain\u03bc\u5f00\u5c55\u7684\u7814\u7a76\u6210\u679c\u4e5f\u5df2\u520a\u53d1\u4e8eScience<\/span>\uff1b\u4e0e\u609f\u754c\u00b7Brain\u03bc1.0\u4e00\u540c\u53d1\u5e03\u7684\u8fd8\u6709\u5168\u7403\u6700\u5927\u6700\u5168\u7684AI-Ready\u795e\u7ecf\u79d1\u5b66\u6570\u636e\u96c6\u548c\u5168\u7403\u6700\u5927\u7684AI-Ready\u6570\u636e\u5e73\u53f0BrainToken\uff1b<\/span>\u609f\u754c\u00b7OpenComplex2.5\u662f\u53ef\u6cdb\u5316\u3001\u7269\u7406\u771f\u5b9e\u7684\u4e0b\u4e00\u4ee3AI\u9a71\u52a8\u836f\u7269\u53d1\u73b0\u6a21\u578b<\/span>\uff0c\u80fd\u7cbe\u786e\u89e3\u6790IDP\u7075\u6d3b\u6784\u8c61\uff0c\u7cfb\u7edf\u6027\u8d4b\u80fd\u521b\u65b0\u836f\u7269\u7814\u53d1\u5168\u94fe\u8def\uff0c\u4ee5\u5355\u4e00\u6a21\u578b\u8986\u76d6\u5236\u836f\u56db\u5927\u5173\u952e\u6b65\u9aa4\u3002<\/span>\u609f\u754c\u00b7Physis-v0.1\u662f\u5168\u7403\u9996\u4e2a\u901a\u7528\u4e16\u754c\u57fa\u5ea7\u6a21\u578b<\/span>\uff0c\u4ee5\u7edf\u4e00\u7269\u7406\u72b6\u6001\u5b66\u4e60\uff0c\u5b9e\u73b0\u7269\u7406\u6b63\u786e\u3001\u52a8\u4f5c\u56e0\u679c\u53ef\u6eaf\u3001\u957f\u7a0b\u4e00\u81f4\u3001\u901a\u7528\u6cdb\u5316\uff0c\u6700\u7ec8\u8fbe\u5230\u5168\u5782\u7c7b\u573a\u666f\u5e94\u7528\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\u667a\u80fd\u4f53<\/span><\/p>\n

\u9488\u5bf9\u5177\u8eab\u667a\u80fd\u9762\u4e34\u7684\u786c\u4ef6\u4e0d\u6210\u719f\u3001\u6570\u636e\u77ed\u7f3a\u3001\u6a21\u578b\u80fd\u529b\u5f31\u3001\u843d\u5730\u5e94\u7528\u96be\u7684\u56db<\/span>\u5927\u6311\u6218\uff0c\u667a\u6e90\u6784\u5efa\u4e86\u81ea\u5e95\u5411\u4e0a\u7684\u5168\u6808\u5177\u8eab\u667a\u80fd\u6280\u672f\u4f53\u7cfb\uff0c\u5e76\u5148\u540e\u53d1\u5e03\u4e86<\/span>\u609f\u754c\u00b7RoboBrain<\/span>\u548c<\/span>\u609f\u754c\u00b7RoboOS<\/span>\u3002\u667a\u6e90\u6b63\u5728\u7814\u53d1\u4e2d\u7684<\/span>\u609f\u754c\u00b7RoboBrain Orca\uff0c\u4ee5\u9884\u6d4b\u4e0b\u4e00\u4e2a\u7269\u7406\u72b6\u6001\u4e3a\u6838\u5fc3\u6765\u6784\u5efa\u5177\u8eab\u5927\u8111<\/span>\uff0c\u878d\u5408\u4e86\u5927\u91cfEgo-centric\u4ea4\u4e92\u6570\u636e\uff0c\u5f3a\u5316\u4e16\u754c\u6a21\u578b\u7684\u5177\u8eab\u8868\u5f81\uff0c\u63d0\u5347\u4e0b\u6e38\u5c11\u6837\u672c\u548c\u8de8\u573a\u666f\u6cdb\u5316\u7684\u80fd\u529b\u3002\u540c\u65f6\uff0c\u7ed3\u5408\u667a\u6e90\u7814\u7a76\u9662\u4f5c\u4e3a\u79d1\u7814\u673a\u6784\u7684\u5c5e\u6027\u4ee5\u53ca\u5728\u79d1\u7814\u9879\u76ee\u4e0a\u7684\u5e03\u5c40\uff0c\u667a\u6e90\u63a8\u51fa\u4e86\u56db\u6b3e\u81ea\u4e3b\u7814\u53d1\u7684\u667a\u80fd\u4f53\uff0c\u5b83\u4eec\u5206\u522b\u9762\u5411\u5fc3\u810f\u8f85\u52a9\u8bca\u65ad\u3001\u79d1\u5b66\u53d1\u73b0\u3001\u4e2a\u4eba\u4e13\u5c5e\u52a9\u7406\u4ee5\u53ca\u751f\u7269\u5b89\u5168\u9632\u62a4\u7b49\u9886\u57df\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\u57fa\u7840\u8f6f\u786c\u4ef6\u751f\u6001<\/span><\/p>\n

\u667a\u6e90\u4e0e\u5f00\u6e90\u793e\u533a\u5171\u5efa\u4e86\u4f17\u667aFlagOS\uff0c\u5c06\u4f01\u4e1a\u9762\u4e34\u7684\u201cM\u6b3e\u6a21\u578b\u4e0eN\u6b3e\u82af\u7247\u201d\u9002\u914d\u96be\u9898\u7b80\u5316\u4e3a\u201c\u591a\u6a21\u578b+\u591a\u82af\u7247\u201d\u7684\u7edf\u4e00\u63a5\u5165\u89e3\u51b3\u65b9\u6848\u3002FlagOS2.1\u80fd\u591f\u652f\u630118\u5bb6\u82af\u7247\u5382\u5546\u768432\u6b3e\u82af\u7247\uff0c\u662f\u5168\u7403\u8986\u76d6\u82af\u7247\u6570\u91cf\u6700\u591a\u7684\u8ba1\u7b97\u7cfb\u7edf\u8f6f\u4ef6\u6808\u3002FlagOS\u7684\u7b97\u5b50\u603b\u6570\u5df2\u8d85\u8fc7600\u4e2a\uff0c\u5e76\u4e14\u4ecd\u7136\u5728\u5feb\u901f\u589e\u957f\u3002\u540c\u65f6FlagOS\u8fd8\u80fd\u591f\u652f\u630118\u5bb6\u82af\u7247\u5382\u5546\u7684\u7edf\u4e00\u7f16\u8bd1\u5668\u548c12\u5bb6\u82af\u7247\u5382\u5546\u7684\u7edf\u4e00\u901a\u4fe1\u5e93\u3002\u76ee\u524d\uff0cFlagOS\u7684\u751f\u6001\u6210\u5458\u5df2\u7ecf\u8d85\u8fc780\u4f59\u5bb6\uff0c\u5168\u7403\u4e0b\u8f7d\u91cf\u8d85\u8fc737.5\u4e07\u6b21\uff0c\u89e6\u53ca\u5f00\u53d1\u80055.6\u4e07\u4eba\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\u609f\u754c\u7cfb\u5217\u5927\u6a21\u578b\uff1a\u9762\u5411\u7269\u7406\u4e16\u754c\u6784\u5efa\u7684\u4eba\u5de5\u667a\u80fd\u57fa\u5ea7\u6a21\u578b<\/span><\/p>\n

\u5982\u4eca\uff0c\u968f\u7740\u591a\u6a21\u6001\u6a21\u578b\u7684\u7814\u7a76\u6df1\u5165\uff0c\u4eba\u5de5\u667a\u80fd\u6b63\u7ecf\u5386\u4e00\u573a\u91cd\u5927\u7684\u8303\u5f0f\u53d8\u9769\uff0c\u6b63\u5728\u4ece\u201c\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u5143\u201d\u6f14\u8fdb\u5230\u201c\u9884\u6d4b\u4e0b\u4e00\u4e2a\u7269\u7406\u72b6\u6001\u201d\uff0c\u8fd9\u662f\u4e16\u754c\u6a21\u578b\u7684\u6838\u5fc3\u672c\u8d28\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u667a\u6e90\u7814\u7a76\u9662\u662f\u56fd\u5185\u6700\u65e9\u63d0\u51fa\u5e76\u5f00\u5c55\u4e16\u754c\u6a21\u578b\u7814\u7a76\u7684\u79d1\u7814\u673a\u6784\u3002<\/span>2023\u5e74\u667a\u6e90\u5927\u4f1a\u4e0a\uff0c\u6768\u7acb\u6606\uff08Yann LeCun\uff09\u5c31\u9610\u8ff0\u4e86\u65b0\u4e00\u4ee3\u4e16\u754c\u6a21\u578b\u7684\u6982\u5ff5\uff1b2024\u5e74\u667a\u6e90\u5927\u4f1a\u4e0a\uff0c\u667a\u6e90\u7814\u7a76\u9662\u63d0\u51fa\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u6280\u672f\u8def\u7ebf\u9884\u5224\uff0c\u660e\u786e\u6307\u51fa\u4e16\u754c\u6a21\u578b\u662f\u4e0b\u4e00\u4ee3\u5927\u6a21\u578b\u6280\u672f\uff1b2024\u5e74\u53d1\u5e03\u7684\u609f\u754c\u00b7Emu3\u548c2025\u5e74\u53d1\u5e03\u7684\u609f\u754c\u00b7Emu3.5\uff0c\u66f4\u662f\u5168\u7403\u9996\u4e2a\u539f\u751f\u591a\u6a21\u6001\u4e16\u754c\u6a21\u578b\u3002\u57fa\u4e8e\u5728\u5927\u6a21\u578b\u9886\u57df\u6301\u7eed\u7684\u6280\u672f\u79ef\u7d2f\u4e0e\u524d\u77bb\u5e03\u5c40\uff0c<\/span>2026\u5e74\u667a\u6e90\u63a8\u51fa\u4e86\u609f\u754c\u00b7Physis-v0.1<\/span>\u3002\u609f\u754c\u00b7Physis\u7684\u8bde\u751f\u6b63\u662f\u57fa\u4e8e\u667a\u6e90\u5bf9\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u8def\u5f84\u7684\u5224\u65ad\u4ee5\u53ca\u4ece\u201c\u609f\u9053\u201d\u5230\u201c\u609f\u754c\u201d\u7684\u6280\u672f\u4f20\u627f\u4e0e\u5ef6\u7eed\u3002\u968f\u7740\u5927\u8bed\u8a00\u4e0e\u591a\u6a21\u6001\u6280\u672f\u65e5\u8d8b\u6210\u719f\uff0c\u672a\u6765\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u91cd\u5fc3\u5c06\u8fdb\u5165\u4e16\u754c\u6a21\u578b\u65f6\u4ee3\u3002<\/span><\/p>\n

\u00a0<\/p>\n

<\/a><\/p>\n

\u667a\u6e90\u8ba4\u4e3a\uff0c\u73b0\u6709\u4e16\u754c\u6a21\u578b\u76f8\u5173\u7684\u6280\u672f\u8def\u7ebf\u53ef\u5206\u4e3a\u56db\u7c7b\uff1a<\/span>\u7b2c\u4e00\u7c7b\u662f\u4ee5\u8bed\u8a00\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\u6a21\u578b<\/span>\uff0c\u5305\u62ecVLM\u3001VLA\uff0c\u6a21\u578b\u5728\u6587\u672c\u7a7a\u95f4\u4e2d\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\uff0c\u5b66\u5230\u7684\u662f\u8bed\u8a00\u63cf\u8ff0\u7684\u4e16\u754c\uff0c\u5e76\u4e0d\u80fd\u7406\u89e3\u80cc\u540e\u7684\u7269\u7406\u540e\u679c\uff1b<\/span>\u7b2c\u4e8c\u7c7b\u662f\u4ee5\u50cf\u7d20\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\u6a21\u578b<\/span>\uff0c\u50cfSora\u548cSeedance\u7b49\u89c6\u9891\u751f\u6210\u7c7b\u6a21\u578b\uff0c\u5728\u89c6\u89c9\u7a7a\u95f4\u4e2d\u5b66\u4e60\u89c6\u9891\u6216\u56fe\u50cf\uff0c\u5b66\u5230\u7684\u662f\u50cf\u7d20\u63cf\u8ff0\u7684\u4e16\u754c\uff1b<\/span>\u7b2c\u4e09\u7c7b\u662f\u4ee5\u4e09\u7ef4\u7ed3\u6784\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\u6a21\u578b<\/span>\uff0c\u5305\u62ec3D\u91cd\u5efa\u4ee5\u53ca\u674e\u98de\u98de\u56e2\u961f\u7684World Labs Marble\u6a21\u578b\uff0c\u4e0d\u8fc7\u6a21\u578b\u91cd\u5efa3D\u7a7a\u95f4\u4e0d\u7b49\u4e8e\u7406\u89e3\u4e16\u754c\uff0c\u51e0\u4f55\u7ed3\u6784\u4e5f\u4e0d\u4ee3\u8868\u7269\u7406\u72b6\u6001\uff1b<\/span>\u7b2c\u56db\u7c7b\u662f\u4ee5\u89c6\u89c9\u8868\u5f81\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\u6a21\u578b<\/span>\uff0c\u6bd4\u5982\u6768\u7acb\u6606\u7684JEPA\u7cfb\u5217\u6a21\u578b\uff0c\u9884\u6d4b\u7684\u662f\u89c6\u89c9\u8868\u5f81\u7684\u538b\u7f29\uff0c\u4f46\u89c6\u89c9\u5d4c\u5165\u6f14\u5316\u4e0d\u7b49\u4e8e\u7269\u7406\u89c4\u5f8b\u6f14\u5316\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u5728\u667a\u6e90\u770b\u6765\uff0c<\/span>\u4e16\u754c\u6a21\u578b\u4f5c\u4e3a\u9762\u5411\u771f\u5b9e\u7269\u7406\u4e16\u754c\u7684\u4e0b\u4e00\u4ee3\u57fa\u5ea7\u6a21\u578b\uff0c\u4ee5\u201c\u9884\u6d4b\u4e0b\u4e00\u7269\u7406\u72b6\u6001\u201d\u4e3a\u6838\u5fc3\uff0c\u4ee3\u8868\u7740\u4eba\u5de5\u667a\u80fd\u7684\u4e0b\u4e00\u4e2a\u91cd\u8981\u8303\u5f0f\u8dc3\u8fc1<\/span>\u3002\u4e16\u754c\u6a21\u578b\u4e0d\u4ec5\u80fd\u611f\u77e5\u3001\u7406\u89e3\u3001\u63a8\u7406\u771f\u5b9e\u7269\u7406\u4e16\u754c\u7684\u65f6\u95f4\u3001\u7a7a\u95f4\u3001\u7269\u7406\u89c4\u5f8b\u548c\u7269\u7406\u5e38\u8bc6\uff0c\u540c\u65f6\u80fd\u6db5\u76d6\u6587\u672c\u3001\u89c6\u9891\u3001\u6df1\u5ea6\u3001\u529b\u89c9\u3001\u611f\u77e5\u7b49\u5168\u6a21\u6001\u6570\u636e\uff0c\u8fd8\u5177\u5907\u4e3b\u52a8\u4ea4\u4e92\u80fd\u529b\uff0c\u80fd\u591f\u652f\u6491\u5404\u79cd\u7269\u7406\u4e16\u754c\u7684\u4e0b\u6e38\u5e94\u7528<\/span>\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\u00a0<\/p>\n

1 <\/span>\u667a\u6e90\u201c\u609f\u754c\u201d\u7cfb\u5217\u57fa\u5ea7\u5927\u6a21\u578b<\/span> <\/span><\/p>\n

\u63a8\u52a8\u6570\u5b57\u4e16\u754c\u548c\u7269\u7406\u4e16\u754c\u52a0\u901f\u878d\u5408<\/span><\/p>\n

\u00a0<\/p>\n

\u609f\u754c\u00b7Emu<\/span><\/p>\n

\u609f\u754c\u00b7Emu\u662f\u667a\u6e90\u4ece\u201c\u609f\u9053\u201d\u8fc8\u5411\u201c\u609f\u754c\u201d\u7684\u6807\u5fd7\u6027\u91cc\u7a0b\u7891\u3002Emu3\u4e8e2026\u5e741\u6708\u767b\u4e0aNature\u6b63\u520a\uff0c\u662f\u6211\u56fd\u79d1\u7814\u673a\u6784\u4e3b\u5bfc\u7684\u5927\u6a21\u578b\u6210\u679c\u9996\u6b21\u5728Nature\u6b63\u520a\u53d1\u8868\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0cEmu3.5\u5b8c\u6210\u5173\u952e\u5347\u7ea7\uff0c\u4ece\u201c\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u5143\u201d\u8fdb\u4e00\u6b65\u6269\u5c55\u5230\u8de8<\/span>\u89c6\u89c9\u4e0e\u8bed\u8a00\u5e8f\u5217\u7684\u201c\u4e0b\u4e00\u72b6\u6001\u9884\u6d4b\u201d\uff0c\u4ee5\u7eaf\u81ea\u56de\u5f52\u6846\u67b6\u539f\u751f\u5b9e\u73b0\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7684\u7edf\u4e00\u7406\u89e3\u4e0e\u751f\u6210\uff0c\u6253\u7834\u4f20\u7edf\u591a\u6a21\u6001\u6280\u672f\u8def\u7ebf\u7684\u6a21\u6001\u5b64\u5c9b\u4e0e\u67b6\u6784\u5272\u88c2\u3002\u5b83\u5185\u7f6e\u65f6\u7a7a\u5173\u7cfb\u3001\u56e0\u679c\u903b\u8f91\u4e0e\u7269\u7406\u4e16\u754c\u6f14\u5316\u89c4\u5f8b\u5efa\u6a21\u80fd\u529b\uff0c\u4e0d\u4ec5\u653b\u514b\u4e86\u751f\u6210\u5185\u5bb9\u8fdd\u80cc\u771f\u5b9e\u4e16\u754c\u7269\u7406\u89c4\u5219\u7684\u884c\u4e1a\u75db\u70b9\uff0c\u66f4\u8865\u9f50\u4e86AI\u4ece\u6570\u5b57\u4e16\u754c\u8d70\u5411\u7269\u7406\u4e16\u754c\u7684\u6280\u672f\u7f3a\u5931\uff0c\u517c\u5177\u9876\u7ea7\u5b66\u672f\u4ef7\u503c\u4e0e\u5e95\u5c42\u4ea7\u4e1a\u652f\u6491\u4ef7\u503c\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u00a0<\/p>\n

\u609f\u754c\u00b7Brain\u03bc<\/span><\/p>\n

\u609f\u754c\u00b7Brain\u03bc1.0\u662f\u5168\u7403\u9996\u4e2a\u7406\u89e3\u4e0e\u751f\u6210\u7edf\u4e00\u7684\u591a\u6a21\u6001\u795e\u7ecf\u79d1\u5b66\u5927\u6a21\u578b\uff0c\u65e8\u5728\u4ece\u4e16\u754c\u6a21\u578b\u51fa\u53d1\uff0c\u6784\u5efa\u591a\u6a21\u6001\u8111\u79d1\u5b66\u901a\u7528\u57fa\u5ea7\u3002\u6a21\u578b\u53ef\u5c06\u4eba\u7c7b\u3001\u7315\u7334\u3001\u5c0f\u9f20\u8de8\u7269\u79cd\uff0cEEG\u3001fMRI\u3001MEG\u3001fNIRS\u3001\u795e\u7ecf\u50cf\u7d20\u3001\u9499\u6210\u50cf\u7b49\u5168\u6a21\u6001\u8111\u4fe1\u53f7\uff0c\u7edf\u4e00\u7f16\u7801\u4e3a\u6807\u51c6Token\uff0c\u5b9e\u73b0\u6570\u636e\u683c\u5f0f\u5f52\u4e00\uff0c\u5e76\u901a\u8fc7\u591a\u6a21\u6001\u5bf9\u9f50\uff0c\u5c06\u8111\u4fe1\u53f7Token\u4e0e\u8bed\u8a00\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u901a\u7528\u6a21\u6001\u5bf9\u9f50\uff0c\u5d4c\u5165\u9884\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u5145\u5206\u91ca\u653e\u5927\u6a21\u578b\u77e5\u8bc6\u8868\u8fbe\u4e0e\u6cdb\u5316\u80fd\u529b\u3002<\/span><\/p>\n

\u6b64\u5916\uff0c\u5168\u7403\u6700\u5927\u7684AI-Ready\u795e\u7ecf\u79d1\u5b66\u6570\u636e\u5e73\u53f0\u609f\u754c\u00b7BrainToken\uff0c\u6c47\u805a\u5168\u7403\u5f00\u6e90\u795e\u7ecf\u79d1\u5b66\u6570\u636e\u5e76\u5b8c\u6210\u5168\u91cfToken\u5316\u603b\u91cf\u7a81\u7834\u4e07\u4ebf\u7ea7\u522b\u3002Brain\u03bc1.0\u53ef\u5229\u7528\u6570\u636eToken\u5316\uff0c\u89e3\u51b3\u795e\u7ecf\u79d1\u5b66\u9886\u57df\u6570\u636e\u5b64\u5c9b\uff08\u590d\u6742\u3001\u7a00\u758f\u3001\u4e0d\u5bf9\u9f50\u7b49\uff09\u95ee\u9898\uff0c\u964d\u4f4e\u795e\u7ecf\u75be\u75c5\u8bca\u65ad\u6210\u672c\uff0c\u8f85\u52a9\u7b5b\u67e5\u8bca\u65ad\u963f\u5c14\u5179\u6d77\u9ed8\u75c7\u3001\u6291\u90c1\u75c7\u3001\u5e15\u91d1\u68ee\u7b49\u75be\u75c5\u3002\u76ee\u524d\uff0c\u609f\u754c\u00b7Brain\u03bc\u5df2\u7528\u4e8eAI\u8f85\u52a9\u79d1\u5b66\u5bb6\u5206\u6790\u6570\u636e\uff0c\u652f\u6491\u201c\u8bb0\u5fc6-\u7761\u7720\u201d\u8c03\u63a7\u673a\u5236\u7814\u7a76\u6210\u679c\u767b\u520aScience\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u00a0<\/p>\n

\u609f\u754c\u00b7OpenComplex<\/span><\/p>\n

\u609f\u754c\u00b7OpenComplex2.5\u662f\u4e0b\u4e00\u4ee3AI\u9a71\u52a8\u836f\u7269\u53d1\u73b0\u6a21\u578b\uff0c\u91cd\u70b9\u89e3\u51b3\u56fa\u6709\u65e0\u5e8f\u86cb\u767d\uff08IDP\uff09\u52a8\u6001\u6784\u8c61\u96be\u4ee5\u89e3\u6790\u7684\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u53ef\u6cdb\u5316\u3001\u7269\u7406\u771f\u5b9e\u7684\u7aef\u5230\u7aef\u5168\u539f\u5b50\u5206\u5e03\u5efa\u6a21\uff0c\u7cbe\u51c6\u6355\u6349IDP\u7075\u6d3b\u3001\u591a\u53d8\u7684\u6784\u8c61\u72b6\u6001\uff0c\u7a81\u7834\u4f20\u7edf\u9759\u6001\u7ed3\u6784\u5206\u6790\u5728\u9ad8\u52a8\u6001\u9776\u70b9\u7814\u7a76\u4e2d\u7684\u5c40\u9650\uff0c\u4e3a\u795e\u7ecf\u9000\u884c\u6027\u75be\u75c5\u7b49\u96be\u6210\u836f\u9776\u70b9\u7814\u7a76\u63d0\u4f9b\u65b0\u7684\u6280\u672f\u8def\u5f84\u3002<\/span><\/p>\n

\u6a21\u578b\u7edf\u4e00\u8986\u76d6\u836f\u7269\u7814\u53d1\u4e2d\u7684\u56db\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a\u53e3\u888b\u8bc6\u522b\u3001\u53cd\u5411\u7b5b\u9009\u3001\u7ed3\u6784\u9884\u6d4b\u548c\u4eb2\u548c\u529b\u9884\u6d4b\u3002\u5728\u53e3\u888b\u8bc6\u522b\u73af\u8282\uff0c\u5728\u9776\u70b9\u86cb\u767d\u4e2d\u5b9a\u4f4d\u53ef\u6210\u836f\u53e3\u888b\uff0c\u5b9e\u73b0\u9ad8\u8d28\u91cf\u7684\u53e3\u888b\u68c0\u6d4b\u3001\u5bf9\u591a\u6837\u5316\u9776\u70b9\u5177\u6709\u9c81\u68d2\u6027\u3001\u63d0\u5347\u547d\u4e2d\u53d1\u73b0\u6548\u7387\uff1b\u5728\u53cd\u5411\u7b5b\u9009\u73af\u8282\uff0c\u4e3a\u7ed9\u5b9a\u5316\u5408\u7269\u5bfb\u627e\u6f5c\u5728\u9776\u70b9\uff0c\u5b9e\u73b0\u57fa\u4e8e\u5927\u89c4\u6a21\u9776\u70b9\u5e93\u641c\u7d22\u3001\u5bf9\u7cbe\u51c6\u7684\u9776\u70b9\u6392\u5e8f\u3001\u52a0\u901f\u5316\u5408\u7269\u518d\u5229\u7528\u548c\u8131\u9776\u8bc4\u4f30\uff1b\u5728\u7ed3\u6784\u9884\u6d4b\u73af\u8282\uff0c\u9884\u6d4b\u86cb\u767d-\u914d\u4f53\u590d\u5408\u7269\u7684\u4e09\u7ef4\u7ed3\u6784\uff0c\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u4e09\u7ef4\u7ed3\u6784\u9884\u6d4b\u3001\u6355\u6349\u5173\u952e\u76f8\u4e92\u4f5c\u7528\u3001\u53ef\u9760\u7528\u4e8e\u4e0b\u6e38\u5206\u6790\uff1b\u5728\u4eb2\u548c\u529b\u9884\u6d4b\u73af\u8282\uff0c\u53ef\u51c6\u786e\u4f30\u7b97\u7ed3\u5408\u4eb2\u548c\u529b\u76f8\u5173\u6307\u6807\u7684\u76f8\u5bf9\u53d8\u5316\u8d8b\u52bf\uff0c\u5e76\u53ef\u6cdb\u5316\u81f3\u4e0d\u540c\u5316\u5b66\u7a7a\u95f4\u548c\u9776\u70b9\u7c7b\u578b\uff0c\u652f\u6301\u5148\u5bfc\u5316\u5408\u7269\u7b5b\u9009\u4e0e\u4f18\u5316\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u00a0<\/p>\n

\u609f\u754c\u00b7Physis<\/span><\/p>\n

\u609f\u754c\u00b7Physis-v0.1\u662f\u5168\u7403\u9996\u6b3e\u901a\u7528\u4e16\u754c\u57fa\u5ea7\u6a21\u578b\uff0c\u6784\u7b51\u771f\u5b9e\u7269\u7406\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5e95\u5c42\u6838\u5fc3\u5f15\u64ce\uff0c\u91cd\u5851AI\u7269\u7406\u611f\u77e5\u4e0e\u63a8\u6f14\u7684\u5e95\u5c42\u6280\u672f\u4f53\u7cfb\u3002\u609f\u754c\u00b7Physis-v0.1\u5f7b\u5e95\u6253\u7834\u4f20\u7edfAI\u5782\u7c7b\u573a\u666f\u4e13\u7528\u7684\u6280\u672f\u74f6\u9888\uff0c\u9488\u5bf9\u6027\u89e3\u51b3\u884c\u4e1a\u5171\u6027\u96be\u9898\uff0c\u80fd\u6709\u6548\u5f25\u8865\u4e3b\u6d41\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e0d\u61c2\u771f\u5b9e\u7269\u7406\u89c4\u5219\u3001\u7269\u7406\u63a8\u6f14\u7ed3\u679c\u53ef\u4fe1\u5ea6\u4f4e\u3001\u957f\u7a0b\u65f6\u5e8f\u8bb0\u5fc6\u7f3a\u5931\u7684\u6838\u5fc3\u77ed\u677f\uff0c\u4ee5\u901a\u7528\u57fa\u5ea7\u80fd\u529b\u5b9e\u73b0\u5168\u573a\u666f\u7269\u7406\u4ea4\u4e92\u3001\u611f\u77e5\u4e0e\u51b3\u7b56\u7684\u7edf\u4e00\uff0c\u4ece\u6839\u6e90\u63d0\u5347AI\u7269\u7406\u63a8\u7406\u7684\u771f\u5b9e\u6027\u4e0e\u53ef\u9760\u6027\u3002<\/span><\/p>\n

\u4f9d\u6258\u72ec\u521b\u6280\u672f\u67b6\u6784\u6784\u5efa\u884c\u4e1a\u9886\u5148\u58c1\u5792\uff0c\u609f\u754c\u00b7Physis-v0.1\u4ee5\u7269\u7406\u9690\u7a7a\u95f4\u8868\u5f81\u66ff\u4ee3\u4f20\u7edf\u50cf\u7d20\u3001\u5e27\u7ea7\u9884\u6d4b\u65b9\u6848\uff0c\u5b9e\u73b0\u8de8\u573a\u666f\u901a\u7528\u7269\u7406\u89c4\u5f8b\u5f3a\u5316\u5b66\u4e60\u3002\u642d\u8f7d\u4e13\u5c5e\u7269\u7406\u72b6\u6001\u7f16\u7801\u5668\uff0c\u53ef\u5b8c\u6210\u89c6\u9891\u3001\u6df1\u5ea6RGB\u30013D\u70b9\u4e91\u3001\u529b\u89e6\u53cd\u9988\u7b49\u5168\u6a21\u6001\u4fe1\u606f\u538b\u7f29\uff0c\u7edf\u4e00\u8f6c\u5316\u4e3a\u6807\u51c6\u5316\u9690\u7a7a\u95f4\u7269\u7406\u72b6\u6001\u00a0Latent State\u3002\u6a21\u578b\u652f\u630150+\u590d\u6742\u7269\u7406\u573a\u666f\u957f\u7a0b\u63a8\u7406\uff0c\u5177\u5907\u7269\u7406\u4e00\u81f4\u6027\u3001\u52a8\u4f5c\u56e0\u679c\u6027\u3001\u957f\u7a0b\u53ef\u63a8\u6f14\u6027\u3001\u901a\u7528\u6cdb\u5316\u6027\u56db\u5927\u6838\u5fc3\u80fd\u529b\uff0c\u51ed\u501f\u9ad8\u6548\u7684\u63a8\u7406\u6548\u7387\u4e0e\u6781\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u8fbe\u5230\u884c\u4e1a\u9886\u5148\u6c34\u5e73\uff0c\u53ef\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4e25\u8083\u5de5\u4e1a\u3001\u5177\u8eab\u667a\u80fd\u3001\u7269\u7406\u4eff\u771f\u3001\u79d1\u5b66\u7814\u7a76\u7b49\u771f\u5b9e\u7269\u7406\u573a\u666f\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u00a0<\/p>\n

\u609f\u754c\u00b7RoboBrain Orca<\/span><\/p>\n

\u609f\u754c\u00b7RoboBrain Orca\u00a0\u662f\u4ee5\u4e0b\u4e00\u4e2a\u7269\u7406\u72b6\u6001\u9884\u6d4b\u4e3a\u6838\u5fc3\u7684\u5177\u8eab\u5927\u8111\uff0c\u6784\u5efa\u00a0\u201c\u7edf\u4e00\u8868\u5f81\u00a0\u2014\u00a0\u5efa\u6a21\u00a0\u2014\u00a0\u9884\u6d4b\u00a0\u2014\u00a0\u4ea4\u4e92\u201d\u00a0\u5b8c\u6574\u95ed\u73af\uff0c\u5b9e\u73b0\u4ece\u00a0Next Token \/ Frame \/ Action Prediction\u00a0\u5347\u7ea7\u4e3a\u00a0Next Physical State Prediction\uff0c\u5f7b\u5e95\u6253\u7834\u4f20\u7edfAI\u4ec5\u80fd\u7406\u89e3\u6587\u672c\u7684\u5c40\u9650\uff0c\u63a8\u52a8\u00a0AI\u00a0\u4ece\u7406\u89e3\u6587\u672c\u8d70\u5411\u611f\u77e5\u3001\u9884\u6d4b\u4e0e\u4ea4\u4e92\u7269\u7406\u4e16\u754c\uff0c\u5e76\u878d\u5408\u5927\u91cfEgo-centric\u4ea4\u4e92\u6570\u636e\uff0c\u5f3a\u5316\u4e86\u4e16\u754c\u6a21\u578b\u7684\u5177\u8eab\u8868\u5f81\uff0c\u6709\u6548\u63d0\u5347\u4e0b\u6e38\u5c11\u6837\u672c\u4e0e\u8de8\u573a\u666f\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/span><\/p>\n

\u609f\u754c\u00b7RoboBrain Orca\u5177\u5907\u7edf\u4e00\u8868\u5f81\u3001\u56e0\u679c\u63a8\u6f14\u3001\u6a21\u6001\u89e3\u7801\u4e09\u5927\u6838\u5fc3\u80fd\u529b\uff0c\u53ef\u540c\u65f6\u751f\u6210\u8bed\u8a00\u601d\u8003\u3001\u89c6\u89c9\u9884\u6d4b\u4e0e\u52a8\u4f5c\u51b3\u7b56\uff0c\u5b9e\u73b0\u201c\u60f3\u3001\u770b\u3001\u52a8\u201d\u4e09\u4f4d\u4e00\u4f53\uff0c\u8d4b\u4e88\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\u6253\u901a\u201c\u8ba4\u77e5\u2014\u9884\u6d4b\u2014\u884c\u52a8\u201d\u5b8c\u6574\u94fe\u8def\u7684\u80fd\u529b\uff0c\u652f\u6491\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\u5728\u7269\u6d41\u573a\u666f\u3001\u9152\u5e97\u670d\u52a1\u573a\u666f\u7b49\u771f\u5b9e\u73af\u5883\u4e2d\u7684\u957f\u671f\u81ea\u4e3b\u4f5c\u4e1a\u3002<\/span><\/p>\n

<\/a><\/p>\n

<\/p>\n

2\u667a\u80fd\u4f53\u84ec\u52c3\u53d1\u5c55<\/span><\/p>\n

\u667a\u6e90\u5f62\u6210\u591a\u5c42\u6b21\u5e03\u5c40\u4e0e\u6210\u679c<\/span><\/p>\n

\u81ea2024\u5e74\u8d77\uff0c\u667a\u6e90\u5927\u4f1a\u4fbf\u7387\u5148\u5173\u6ce8\u667a\u80fd\u4f53\u65b9\u5411\uff0c\u5256\u6790 LLM \u4e0e Agent \u7ed3\u5408\u6240\u5e26\u6765\u7684\u65b0\u7cfb\u7edf\u8303\u5f0f\u30022025\u5e74\uff0c\u5927\u4f1a\u8fdb\u4e00\u6b65\u63a2\u8ba8\u201c\u81ea\u4e3b\u667a\u80fd\u4f53\u201d\u8fd9\u4e00\u8bae\u9898\uff0c\u63a8\u52a8 Agent \u4ece\u201c\u6a21\u578b\u5e94\u7528\u201d\u8d70\u5411\u201c\u667a\u80fd\u7cfb\u7edf\u201d\u30022026\u667a\u6e90\u5927\u4f1a\u8ba8\u8bba\u91cd\u70b9\u518d\u6b21\u5347\u7ea7\uff0c\u5173\u6ce8AI\u5982\u4f55\u7a33\u5b9a\u3001\u6301\u7eed\u3001\u5b89\u5168\u5730\u4e0e\u73b0\u5b9e\u73af\u5883\u4ea4\u4e92\uff0c\u5e76\u771f\u6b63\u53c2\u4e0e\u5de5\u4f5c\u6d41\u4e0e\u793e\u4f1a\u7cfb\u7edf\u8fd0\u884c\u3002\u76ee\u524d\uff0c\u667a\u6e90\u57fa\u4e8e\u6df1\u539a\u6280\u672f\u5e95\u8574\u5f62\u6210\u591a\u5c42\u6b21\u667a\u80fd\u4f53\u5e03\u5c40\u4e0e\u6210\u679c\uff0c\u63a8\u51fa\u8986\u76d6\u5fc3\u810f\u8f85\u52a9\u8bca\u65ad\u3001\u79d1\u5b66\u53d1\u73b0\u3001\u4e2a\u4eba\u4e13\u5c5e\u52a9\u7406\u4ee5\u53ca\u751f\u7269\u5b89\u5168\u9632\u62a4\u7684\u667a\u80fd\u4f53\u77e9\u9635\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u00a0<\/p>\n

BAAI Cardiac Agent<\/span><\/p>\n

BAAI Cardiac Agent\u662f\u5168\u7403\u9996\u4e2a\u9762\u5411\u5fc3\u810f\u78c1\u5171\u632f\u7684\u8f85\u52a9\u8bca\u65ad\u667a\u80fd\u4f53\uff0c\u4f9d\u6258\u5b89\u8d1e\u533b\u9662\u4e24\u5343\u4f59\u4f8b\u5fc3\u8840\u7ba1\u60a3\u8005\u8d853\u4e07\u6761\u5f71\u50cf-\u6587\u672c\u914d\u5bf9\u591a\u6a21\u6001\u6570\u636e\uff0c\u6784\u5efa\u4e00\u7ad9\u5f0f\u201c\u7ed3\u6784\u5206\u5272-\u529f\u80fd\u8bc4\u4f30-\u75be\u75c5\u8bca\u65ad-\u667a\u80fd\u5316\u62a5\u544a\u201d\u667a\u80fd\u4f53\uff0c\u63a8\u52a8\u4f18\u8d28\u5fc3\u8840\u7ba1\u533b\u7597\u80fd\u529b\u666e\u60e0\u53ef\u53ca\u3002BAAI Cardiac Agent\u4e0d\u4ec5\u80fd\u663e\u8457\u63d0\u5347CMR\u5f71\u50cf\u7684\u89e3\u8bfb\u6548\u7387\uff0c\u540c\u65f6\u878d\u5408\u5b89\u8d1e\u533b\u9662\u5fc3\u810f\u4e13\u79d1\u533b\u5e08\u7684\u4e34\u5e8a\u8bca\u7597\u7ecf\u9a8c\uff0c\u5176Agent-Expert\u7cfb\u7edf\u590d\u523b\u4e13\u5bb6\u56e2\u961f\u534f\u4f5c\u5f0f\u8bca\u7597\u6d41\u7a0b\uff0c\u6700\u7ec8\u5b9e\u73b0\u5fc3\u810f\u75be\u75c5\u8bca\u65ad\u7cbe\u786e\u5ea6\u8fbe\u5230\u5b89\u8d1e\u533b\u9662\u9876\u5c16\u5fc3\u8840\u7ba1\u533b\u751f\u7684\u8bca\u65ad\u6c34\u5e73\uff0cAUC\u8d850.93\u3002<\/span><\/p>\n

\u00a0<\/p>\n

AREX<\/span><\/p>\n

AREX\u662f\u9762\u5411\u79d1\u5b66\u53d1\u73b0\u7684\u81ea\u4e3b\u7814\u7a76\u667a\u80fd\u4f53\uff0c\u81f4\u529b\u4e8e\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u4ece\u6a21\u4eff\u5b66\u4e60\u5411\u81ea\u4e3b\u5b66\u4e60\u8de8\u8d8a\uff0c\u8ba9AI\u5b66\u4f1a\u81ea\u6211\u63d0\u5347\u3002\u5b83\u9762\u5411\u79d1\u7814\u8fc7\u7a0b\u4e2d\u521b\u65b0\u601d\u8def\u7a00\u7f3a\u3001\u8bbe\u8ba1\u5b9e\u73b0\u7f13\u6162\u3001\u5b9e\u9a8c\u8bba\u8bc1\u7e41\u7410\u7b49\u75db\u70b9\uff0c\u5168\u9762\u964d\u4f4e\u79d1\u7814\u5168\u6d41\u7a0b\u5bf9\u4eba\u7c7b\u53c2\u4e0e\u7684\u4f9d\u8d56\uff0c\u8f85\u52a9\u4eba\u7c7b\u7814\u7a76\uff0c\u5b9e\u73b0\u81ea\u4e3b\u79d1\u5b66\u53d1\u73b0\u3002\u672a\u6765\uff0cAREX\u53ef\u670d\u52a1\u4e8e\u6587\u732e\u8c03\u7814\u3001\u601d\u8def\u62d3\u5c55\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u7ed3\u679c\u8bba\u8bc1\u4e0e\u8bba\u6587\u64b0\u5199\u7b49\u79d1\u7814\u5168\u6d41\u7a0b\uff0c\u4e5f\u53ef\u7528\u4e8e\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u7684\u5168\u6d41\u7a0b\u5feb\u901f\u6784\u5efa\u3001\u81ea\u4e3b\u4f18\u5316\u4e0e\u8fed\u4ee3\uff0c\u5e76\u8fdb\u4e00\u6b65\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8d4b\u80fd\u57fa\u7840\u5b66\u79d1\u524d\u6cbf\u95ee\u9898\u7684\u81ea\u4e3b\u63a2\u7d22\u4e0e\u79d1\u5b66\u53d1\u73b0\u3002<\/span><\/p>\n

\u00a0<\/p>\n

SoulAgent<\/span><\/p>\n

SoulAgent\u662f\u9762\u5411\u4e2a\u4eba\u7528\u6237\u7684\u4e13\u5c5e\u667a\u80fd\u4f53\uff0c\u91c7\u7528\u5168\u65b0\u81ea\u7814\u67b6\u6784\uff0c\u5b9e\u73b0 Token \u6210\u672c\u8282\u770130%\uff0c\u8d44\u6e90\u5360\u7528\u964d\u4f4e80%\u3002SoulAgent \u57fa\u4e8e\u7528\u6237\u753b\u50cf\u548cskill\u7684\u81ea\u8fdb\u5316\uff0c\u53ef\u6301\u7eed\u6210\u957f\u4e3a\u7528\u6237\u7684\u4e13\u5c5e\u6570\u5b57\u4e13\u5bb6\uff0c\u6ee1\u8db3\u7528\u6237\u4e2a\u6027\u5316\u670d\u52a1\u3001\u957f\u671f\u8bb0\u5fc6\u7559\u5b58\u3001\u9ad8\u79c1\u5bc6\u5b89\u5168\u7684\u667a\u80fd\u52a9\u624b\u6838\u5fc3\u9700\u6c42\uff0c\u6709\u6548\u89e3\u51b3\u4f20\u7edf\u901a\u7528AI\u52a9\u624b\u4e0d\u61c2\u7528\u6237\u4e60\u60ef\u3001\u54cd\u5e94\u9002\u914d\u6162\u3001\u7528\u6237\u6570\u636e\u65e0\u4fdd\u969c\u3001\u65e0\u6cd5\u5b9e\u73b0\u957f\u671f\u6df1\u5ea6\u534f\u4f5c\u7684\u884c\u4e1a\u75db\u70b9\uff0c\u6253\u9020\u4e13\u5c5e\u5316\u548c\u4e2a\u6027\u5316\u7684\u667a\u80fd\u670d\u52a1\u4f53\u9a8c\u3002\u5728\u667a\u6e90\u5927\u4f1a\u4e0a\uff0cSoulAgent \u5e2e\u52a9\u53c2\u4f1a\u8005\u5b9e\u65f6\u542c\u4f1a\u3001\u6355\u6349\u5927\u4f1a\u91cd\u70b9\u3001\u63d0\u70bc\u524d\u6cbf\u89c2\u70b9\u4e0e\u4e13\u5bb6\u6d1e\u5bdf\uff0c\u5728\u5e76\u884c\u4f1a\u8bae\u4e2d\u6253\u9020\u968f\u65f6\u201c\u5728\u573a\u201d\u7684\u667a\u80fd\u5206\u8eab\u3002<\/span><\/p>\n

\u00a0<\/p>\n

\u9762\u5411\u6709\u5bb3\u86cb\u767d\u83b7\u53d6\u7684\u98ce\u9669\u53d1\u73b0\u667a\u80fd\u4f53<\/span><\/p>\n

\u667a\u6e90\u63a8\u51fa\u9762\u5411\u6709\u5bb3\u86cb\u767d\u83b7\u53d6\u7684\u98ce\u9669\u53d1\u73b0\u667a\u80fd\u4f53\uff0c\u9996\u6b21\u6253\u901a\u201c\u8ba1\u7b97\u673a\u6a21\u62df\u63a8\u6f14\u201d<\/span>\u4e0e\u201c\u771f\u5b9e\u5b9e\u9a8c\u9a8c\u8bc1\u201d\u7684\u5b8c\u6574\u94fe\u6761\uff08\u5e72\u6e7f\u5b9e\u9a8c\u95ed\u73af\uff09\uff0c\u9a8c\u8bc1\u4e86\u5148\u8fdbAI\u667a\u80fd\u4f53\u80fd\u591f\u8f85\u52a9\u7ed5\u8fc7\u751f\u7269\u5b89\u5168\u7b5b\u67e5\u673a\u5236\uff0c\u5c06\u76ee\u6807\u6709\u5bb3\u86cb\u767d\u5e8f\u5217\u62c6\u5206\u4e3a\u591a\u4e2aDNA\u7247\u6bb5\u5e76\u7ec4\u88c5\uff0c\u6700\u7ec8\u6210\u529f\u83b7\u53d6\u6709\u5bb3\u86cb\u767d\u57fa\u56e0\u5e8f\u5217\u3002\u9488\u5bf9\u4f20\u7edfAI\u751f\u7269\u5b89\u5168\u8bc4\u4f30\u591a\u4e3a\u4e8b\u540e\u88ab\u52a8\u54cd\u5e94\uff0c\u4e14\u653b\u51fb\u8def\u5f84\u96be\u4ee5\u5b8c\u6574\u590d\u73b0\u7684\u95ee\u9898\uff0c\u8be5\u7cfb\u7edf\u901a\u8fc7\u4e3b\u52a8\u6a21\u62df\u653b\u51fb\u8005\u884c\u4e3a\uff0c\u63d0\u524d\u8bc6\u522b\u667a\u80fd\u4f53\u5728\u751f\u7269\u77e5\u8bc6\u83b7\u53d6\u3001\u6709\u5bb3\u86cb\u767d\u5e8f\u5217\u8bbe\u8ba1\u7b49\u73af\u8282\u7684\u8106\u5f31\u6027\uff0c\u5c06\u98ce\u9669\u9632\u63a7\u4ece\u201c\u4e8b\u540e\u8865\u6551\u201d\u8f6c\u4e3a\u201c\u4e8b\u524d\u6f14\u7ec3\u201d\u3002<\/span><\/p>\n

<\/p>\n

3\u5168\u9762\u5347\u7ea7\u81f3FlagOS 2.1<\/span><\/p>\n

\u6253\u9020\u666e\u9002\u3001\u9ad8\u6548\u3001\u667a\u80fd\u7684\u667a\u7b97\u57fa\u5ea7<\/span><\/p>\n

<\/a><\/p>\n

\u4f17\u667aFlagOS\u662f\u667a\u6e90\u7814\u7a76\u9662\u7275\u5934\u6253\u9020\u7684\u7edf\u4e00\u667a\u7b97\u7cfb\u7edf\u8f6f\u4ef6\u6808\uff0c\u81f4\u529b\u4e8e\u5f7b\u5e95\u7834\u89e3\u201c\u591a\u6a21\u578b\u00d7\u591a\u82af\u7247\u201d\u7684\u9002\u914d\u96be\u9898\u3002\u4f5c\u4e3a\u5f53\u524d\u5168\u7403\u652f\u6301\u82af\u7247\u79cd\u7c7b\u6700\u591a\u7684\u667a\u7b97\u7cfb\u7edf\u8f6f\u4ef6\u6808\uff0cFlagOS\u7edf\u4e00\u9002\u914d18\u5bb6\u82af\u7247\u54c1\u724c\u768432\u6b3e\u82af\u7247\u578b\u53f7\uff0c\u8986\u76d6NVIDIA\u3001NPU\u3001GPGPU\u3001DSA\u3001RISC-V AI\u3001ARM\u7b49\u591a\u79cd\u67b6\u6784\uff0c\u652f\u6301\u201c\u591a\u79cd\u6a21\u6001\u201d\u201c\u591a\u79cd\u573a\u666f\u201d\u5927\u6a21\u578b\u5728\u591a\u79cdAI\u82af\u7247\u8fc1\u79fb\u90e8\u7f72\u3002\u901a\u8fc7FlagOS\u7684\u901a\u7528\u7b97\u5b50\u5e93\u3001\u7edf\u4e00AI\u7f16\u8bd1\u5668\u3001\u81ea\u52a8\u7b97\u5b50\u751f\u6210\u5de5\u5177\u3001vLLM\u591a\u82af\u7247\u7edf\u4e00\u63d2\u4ef6\u7b49\u5173\u952e\u7ec4\u4ef6\uff0c\u652f\u630190%\u4ee5\u4e0a\u4e3b\u6d41\u5f00\u6e90\u5927\u6a21\u578b\u7684\u591a\u82af\u7247\u90e8\u7f72\uff0c\u5305\u62ecDeepSeek\u3001Qwen\u3001\u9762\u58c1MiniCPM\u3001\u667a\u8c31GLM\u3001MiniMaX\u3001\u6df7\u5143\u3001\u9636\u8dc3Step\u7b49\u3002\u53d1\u5e03\u5373\u591a\u82af\u9002\u914d\uff0cDAY 0\u5373\u5b9e\u73b0DeepSeek V4\u3001Qwen3.6\u3001MiniMaX M2.7\u3001MiniCPM-o4.5\u3001\u00a0MiniCPM5-1B\u6df7\u5143Hy-MT2\u7b49\u5927\u6a21\u578b\u7684\u591a\u6b3e\u82af\u7247\u9002\u914d\u3002<\/span><\/p>\n

\u540c\u65f6\uff0cFlagOS\u4f5c\u4e3a\u5168\u7403\u8986\u76d6\u82af\u7247\u6570\u91cf\u6700\u591a\u7684\u667a\u7b97\u7cfb\u7edf\u8f6f\u4ef6\u6808\uff0c\u6784\u5efa\u4e86\u4ece\u5e95\u5c42\u7b97\u5b50\u5230\u4e0a\u5c42\u6846\u67b6\u63a5\u5165\u7684\u5b8c\u6574\u6280\u672f\u4f53\u7cfb\u3002\u5728\u7aef\u5230\u7aef\u6027\u80fd\u6781\u81f4\u4f18\u5316\u65b9\u9762\uff0cFlagOS\u62d3\u5c55Triton-TLE\u8bed\u8a00\u80fd\u529b\uff0c\u5df2\u652f\u6301\u534e\u4e3a\u6607\u817e\u3001\u6d77\u5149\u3001\u6469\u5c14\u7ebf\u7a0b\u3001\u6e05\u5fae\u667a\u80fd\u3001\u82f1\u4f1f\u8fbe\u7b49\u591a\u6b3e\u82af\u7247\uff0c\u6781\u81f4\u4f18\u5316\u5927\u6a21\u578b\u5173\u952e\u7b97\u5b50\u6027\u80fd\uff1b\u516b\u5927\u7b97\u5b50\u5e93\u603b\u6570\u8d85600\u4e2a\uff0c\u5b9e\u73b0\u4ece\u201c\u5927\u6a21\u578b\u4e13\u7528\u201d\u5230\u201c\u79d1\u5b66\u8ba1\u7b97\u201d\u7684\u80fd\u529b\u5ef6\u4f38\uff0c\u6838\u5fc3\u7ec4\u4ef6\u5df2\u8fdb\u5165PyTorch\u57fa\u91d1\u4f1a\u751f\u6001\u9879\u76ee\uff1bFlagCX\u00a0\u901a\u4fe1\u5e93\uff0c\u7edf\u4e00\u8fde\u901a10\u6b3e\u82af\u7247\uff0c\u5e76\u5b9e\u73b0\u5168\u7403AI\u82af\u7247\u901a\u4fe1\u7684ITU\u56fd\u9645\u6807\u51c6\u4e0e\u56fd\u5bb6\u6807\u51c6\u201c\u53cc\u7acb\u9879\u201d\u3002<\/span><\/p>\n

FlagRelease\u53d1\u5e03Express\u201c\u9ad8\u901f\u201d\u955c\u50cf\u7248\u672c\uff0c\u53ef\u4e00\u952e\u5b89\u88c5\u4f7f\u7528\uff0c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u9ad8\u901f\u63a8\u7406\u3002FlagCICD\uff0c\u9996\u4e2aAI\u591a\u82af\u7247\u5f00\u6e90\u96c6\u6210\u6d4b\u8bd5\u53d1\u7248\u5e73\u53f0\u3002\u5728\u524d\u6cbf\u63a2\u7d22\u5c42\u9762\uff0cFlagQuantum\uff0c\u9ad8\u6027\u80fd\u91cf\u5b50\u7535\u8def\u6a21\u62df\u6846\u67b6\uff0c\u5728\u591a\u79cdAI\u82af\u7247\u3001\u53ca\u91cf\u5b50\u7535\u8def\u7684\u673a\u5668\u5b66\u4e60\uff0c\u8fc8\u51fa\u201c\u91cf\u667a\u878d\u5408\u201d\u7684\u7b2c\u4e00\u6b65\u3002<\/span><\/p>\n

<\/p>\n

4\u56fe\u7075\u5956\u5f97\u4e3b\u4e0e\u4e2d\u56fdAI\u9886\u519b\u8005<\/span><\/p>\n

\u5171\u8bdd\u4eba\u5de5\u667a\u80fd\u672a\u6765<\/span><\/p>\n

2026\u5317\u4eac\u667a\u6e90\u5927\u4f1a\u5f00\u5e55\u5f0f\u4e0a\uff0c\u56fe\u7075\u5956\u5f97\u4e3b\u3001\u7f8e\u56fd\u56fd\u5bb6\u5de5\u7a0b\u9662\u9662\u58eb\u3001IEEE\u4f1a\u58ebWhitfield Diffie\uff0c\u56fe\u7075\u5956\u5f97\u4e3b\u3001\u9a6c\u8428\u8bf8\u585e\u5927\u5b66\u963f\u9ed8\u65af\u7279\u5206\u6821\u8363\u8a89\u9000\u4f11\u6559\u6388Andrew Barto\u5206\u522b\u505a\u4e3b\u9898\u62a5\u544a\u3002<\/span><\/p>\n

<\/a><\/p>\n

Whitfield Diffie\u4ee5<\/span>Security For AI Agents\uff0cSecurity Against AI Agents<\/span>\uff08\u62a4AI\u667a\u80fd\u4f53\u4e4b\u5b89\uff0c\u5fa1AI\u667a\u80fd\u4f53\u4e4b\u9669\uff09\u4e3a\u9898\u8fdb\u884c\u5206\u4eab\u3002\u4ed6\u63d0\u51fa\uff0c\u5f53\u524d\u201c\u63a7\u5236\u8bba\uff08\u53cd\u9988\uff09\u201d\u5f0f\u7684\u505a\u6cd5\u662f\u5728\u7a0b\u5e8f\u5931\u8d25\u65f6\u8fdb\u884c\u4fee\u590d\uff0c\u800c\u672a\u6765\u7684\u613f\u666f\u5e94\u662f\u5f00\u53d1\u5f62\u5f0f\u5316\u65b9\u6cd5\uff0c\u4ee5\u5927\u5e45\u63d0\u5347\u7a0b\u5e8f\u6309\u9884\u671f\u8fd0\u884c\u7684\u53ef\u9760\u6027\u3002Diffie\u5bf9\u6bd4\u4e86\u5bc6\u7801\u7cfb\u7edf\u56e0\u7a0b\u5e8f\u89c4\u6a21\u6781\u5c0f\u800c\u53ef\u5145\u5206\u7814\u7a76\u9a8c\u8bc1\u7684\u4f18\u52bf\uff0c\u6307\u51fa\u5178\u578b\u7684\u8ba1\u7b97\u673a\u7a0b\u5e8f\u2014\u2014\u5305\u62ec\u7f16\u8bd1\u5668\u3001\u64cd\u4f5c\u7cfb\u7edf\u3001\u5e94\u7528\u548c\u667a\u80fd\u4f53\u2014\u2014\u89c4\u6a21\u8981\u5927\u5f97\u591a\uff0c\u901a\u5e38\u5df2\u8d85\u51fa\u4eba\u7c7b\u7684\u9a8c\u8bc1\u80fd\u529b\uff0c\u4eba\u4eec\u671f\u671b\u8fd9\u4e9b\u4efb\u52a1\u672a\u6765\u53ef\u7531AI\u5b8c\u6210\u3002\u4ed6\u5f3a\u8c03\uff0c\u5f53\u524d\u7f16\u7a0b\u5b9e\u8df5\u4e2d\uff0c\u5bf9\u667a\u80fd\u4f53\u7684\u9650\u5236\uff08Confinement\uff09\u2014\u2014\u5373\u4fdd\u8bc1\u667a\u80fd\u4f53\u53ea\u80fd\u8bbf\u95ee\u6388\u6743\u8d44\u6e90\u2014\u2014\u5728\u73b0\u6709\u7f16\u7a0b\u4e2d\u4ecd\u505a\u5f97\u4e0d\u8db3\u3002<\/span><\/p>\n

<\/a><\/p>\n

Andrew Barto\u4ee5<\/span>Rediscovering\u00a0Reinforcement Learning<\/span>\uff08\u91cd\u65b0\u53d1\u73b0\u5f3a\u5316\u5b66\u4e60\uff09\u4e3a\u9898\uff0c\u5c06\u8fd9\u4e00\u8303\u5f0f\u7684\u672c\u8d28\u5f52\u7ed3\u4e3a\u201c\u63a7\u5236\u3001\u641c\u7d22\u4e0e\u8054\u60f3\u8bb0\u5fc6\u201d\u7684\u4e09\u4f4d\u4e00\u4f53\u2014\u2014\u5b83\u65e2\u662f\u201c\u5e26\u7740\u6279\u8bc4\u5bb6\u7684\u5b66\u4e60\u201d\uff0c\u4e5f\u662f\u201c\u8bd5\u9519\u5b66\u4e60\u201d\uff0c\u6838\u5fc3\u5728\u4e8e\u201c\u7f13\u5b58\u641c\u7d22\u7ed3\u679c\u201d\u800c\u65e0\u9700\u6301\u7eed\u641c\u7d22\u3002\u4ed6\u6307\u51fa\uff0c\u201c\u673a\u5668\u5b66\u4e60\u6700\u521d\u5c31\u662f\u5f3a\u5316\u5b66\u4e60\u201d\uff0c\u800c\u201c\u7a81\u89e6\u53ef\u5851\u6027\u5b9e\u73b0\u4e86\u6548\u679c\u5f8b\u201d\uff1bSchultz\u7b49\u4eba\u7684\u201c\u5956\u52b1\u9884\u6d4b\u8bef\u5dee\u5047\u8bf4\u201d\u5219\u5370\u8bc1\uff0c\u4e2d\u8111\u591a\u5df4\u80fa\u795e\u7ecf\u5143\u7684\u76f8\u4f4d\u6027\u6d3b\u52a8\u6240\u7f16\u7801\u7684\uff0c\u6b63\u662f\u201c\u65b0\u65e7\u9884\u671f\u672a\u6765\u5956\u52b1\u4e4b\u95f4\u7684\u8bef\u5dee\u201d\u3002Barto\u00a0\u5f3a\u8c03\uff0c\u201c\u5f3a\u5316\u5b66\u4e60\u4e0e\u795e\u7ecf\u7f51\u7edc\u7684\u8ba1\u7b97\u7814\u7a76\u4ece\u4e00\u5f00\u59cb\u4fbf\u7d27\u5bc6\u4ea4\u7ec7\u201d\uff0c\u4e8c\u8005\u201c\u5747\u53d1\u7aef\u4e8e\u5927\u8111\u5982\u4f55\u8fd0\u4f5c\u4e0e\u5b66\u4e60\u7684\u5047\u8bf4\u201d\uff0c\u800c\u201c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u8ba1\u7b97\u80fd\u529b\u4e0e\u5927\u8111\u5956\u52b1\u7cfb\u7edf\u7684\u6700\u65b0\u6210\u679c\u76f8\u7ed3\u5408\uff0c\u6307\u660e\u4e86\u4e0b\u4e00\u8f6e\u8fdb\u5c55\u7684\u65b9\u5411\u201d\u3002\u6700\u540e\uff0c\u4ed6\u4ee5\u201c\u5c0f\u5fc3\u4f60\u8bb8\u7684\u613f\u2014\u2014\u4f60\u53ef\u80fd\u771f\u7684\u4f1a\u5f97\u5230\u5b83\u201d\u53d1\u51fa\u8b66\u793a\uff0c\u63d0\u9192\u4eba\u4eec\u8b66\u60d5\u5956\u52b1\u4fe1\u53f7\u8bbe\u8ba1\u4e2d\u7684\u201c\u53cd\u5e38\u5b9e\u4f8b\u5316\u201d\u98ce\u9669\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u667a\u6e90\u7814\u7a76\u9662\u7406\u4e8b\u957f\u9ec4\u94c1\u519b\u4e0e\u4e4b\u6c5f\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\u3001\u963f\u91cc\u4e91\u521b\u59cb\u4eba\u738b\u575a\u56f4\u7ed5\u201c\u603b\u6709\u4eba\u6bd4\u65f6\u4ee3\u65e9\u5341\u5e74\u201d\u5c55\u5f00\u64ad\u5ba2\u73b0\u573a\u5bf9\u8bdd\uff0c\u7531\u300a\u6f2b\u8c08\u00a0Light the Star\u300b\u521b\u59cb\u4eba\u536b\u8bd7\u5a55\u4e3b\u6301\u3002\u5bf9\u8bdd\u4ece\u4e2d\u56fdAI\u8303\u5f0f\u6f14\u8fdb\u51fa\u53d1\uff0c\u63a2\u8ba8\u4e86\u4e2d\u56fd\u5927\u6a21\u578b\u5982\u4f55\u4ece\u8ffd\u8d76\u9a8c\u8bc1\u8d70\u5411\u8def\u7ebf\u9009\u62e9\u3001\u4f53\u7cfb\u6784\u5efa\u4e0e\u8303\u5f0f\u521b\u65b0\uff0c\u5982\u4f55\u7a81\u7834\u4e92\u8054\u7f51\u6587\u672c\u6570\u636e\u5929\u82b1\u677f\u4e0e\u7b97\u529b\u8352\u7684\u6781\u9650\u72b6\u6001\uff0c\u4ee5\u53ca\u4ece\u201c\u8ddf\u968f\u56fd\u9645\u4e3b\u6d41\u8303\u5f0f\u201d\u8d70\u5411\u201c\u5f62\u6210\u81ea\u8eab\u95ee\u9898\u610f\u8bc6\u201d\u7684\u539f\u521b\u8303\u5f0f\u8dc3\u8fc1\u7b49\u8bae\u9898\u3002\u5bf9\u8bdd\u8fd8\u805a\u7126Agent\u65f6\u4ee3\u7684\u65b0\u8303\u5f0f\u2014\u2014\u4ece\u63a8\u7406\u65f6\u4ee3\u8fc8\u5165Agent\u65f6\u4ee3\uff0c\u6d77\u91cf\u9ad8\u5e76\u53d1\u667a\u80fd\u4f53\u5bf9\u771f\u5b9e\u4e16\u754c\u4ea7\u751f\u7684\u76f4\u63a5\u5f71\u54cd\u4e0e\u98ce\u9669\u3002\u9762\u5bf9AI\u00a0\u4ece\u201c\u5ba2\u4f53\u201d\u5411\u201c\u4e3b\u4f53\u201d\u6f14\u8fdb\uff0c\u4e24\u4f4d\u5609\u5bbe\u4e5f\u5206\u4eab\u4e86\u5bf9\u4eba\u4e0eAI\u5173\u7cfb\u3001\u4eba\u7c7b\u6587\u660e\u4e0eAI\u6587\u660e\u5982\u4f55\u5171\u5b58\u7684\u957f\u671f\u601d\u8003\u3002<\/span><\/p>\n

<\/a><\/p>\n

\u5728\u201c\u91cd\u6784\u4e16\u754c\u2014\u2014\u4e2d\u56fd\u5927\u6a21\u578b\u5dc5\u5cf0\u5bf9\u8bdd\u201d\u5706\u684c\u73af\u8282\uff0c\u667a\u6e90\u7814\u7a76\u9662\u9662\u957f\u738b\u4ef2\u8fdc\u4e0e\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u6559\u6388\u3001\u751f\u6570\u79d1\u6280\u521b\u59cb\u4eba\u6731\u519b\uff0c\u5c0f\u7c73\u96c6\u56e2MiMo\u8d1f\u8d23\u4eba\u7f57\u798f\u8389\uff0c\u4ee5\u53ca\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u6559\u6388\u3001\u9762\u58c1\u667a\u80fd\u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u79d1\u5b66\u5bb6\u5218\u77e5\u8fdc\uff0c\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u6821\u957f\u8bb2\u5e2d\u6559\u6388\u3001\u4eba\u5de5\u667a\u80fd\u4ea4\u53c9\u7814\u7a76\u9662\u9662\u957f\u5b89\u6ce2\u7b49\u884c\u4e1a\u9886\u519b\u8005\uff0c\u56f4\u7ed5\u8d85\u7ea7\u6a21\u578b\u80fd\u529b\u6f14\u8fdb\u3001AI\u81ea\u8fdb\u5316\u3001\u591a\u6a21\u6001\u4e0e\u4e16\u754c\u6a21\u578b\u7b49\u6838\u5fc3\u8bae\u9898\u6df1\u5165\u4ea4\u6d41\uff0c\u5171\u540c\u63a2\u8ba8\u4e86\u6570\u5b57\u4e16\u754c\u5411\u7269\u7406\u4e16\u754c\u8de8\u8d8a\u7684\u91cd\u6784\u903b\u8f91\u3002\u5609\u5bbe\u4eec\u8ba4\u4e3a\uff0c\u8d85\u7ea7\u6a21\u578b\u4e0e\u667a\u80fd\u4f53\u7cfb\u7edf\u6b63\u8fdb\u4e00\u6b65\u91ca\u653e\u66f4\u5927\u52bf\u80fd\uff0c\u81ea\u8fdb\u5316\u6709\u671b\u6210\u4e3a\u9a71\u52a8\u667a\u80fd\u8dc3\u8fc1\u7684\u65b0\u5f15\u64ce\uff0c\u591a\u6a21\u6001\u4e0e\u4e16\u754c\u6a21\u578b\u7684\u52a0\u901f\u6210\u719f\u6709\u671b\u63a8\u52a8AI\u771f\u6b63\u4ece\u6570\u5b57\u7a7a\u95f4\u8d70\u5411\u7269\u7406\u4e16\u754c\u3002\u5728\u91cd\u6784\u4e16\u754c\u7684\u8fdb\u7a0b\u4e2d\uff0c\u540c\u65f6\u5e94\u8be5\u4e3a\u9752\u5e74\u4eba\u624d\u521b\u9020\u66f4\u5e7f\u9614\u7684\u63a2\u7d22\u7a7a\u95f4\u3002<\/span><\/p>\n

<\/p>\n

5<\/span> <\/span>\u667a\u6e90AI\u79d1\u7814\u4f53\u9a8c\u533a<\/span><\/p>\n

\u542f\u672a\u6765\u4e4b\u667a\uff0c\u6eaf\u521b\u65b0\u4e4b\u6e90<\/span><\/p>\n

2026\u5e74\u667a\u6e90\u5927\u4f1a\u671f\u95f4\uff0c\u667a\u6e90AI\u79d1\u7814\u4f53\u9a8c\u533a\u4ee5\u201c\u542f\u672a\u6765\u4e4b\u667a\uff0c\u6eaf\u521b\u65b0\u4e4b\u6e90\u201d\u4e3a\u4e3b\u9898\uff0c\u96c6\u4e2d\u5448\u73b0SoulAgent\u3001\u5177\u8eab\u667a\u80fd\u3001\u4f17\u667aFlagOS\u3001AI for Life Science\u56db\u5927\u677f\u5757\u7684\u524d\u6cbf\u6210\u679c\u3002\u89c2\u4f17\u5728\u73b0\u573a\u901a\u8fc7\u4eb2\u624b\u64cd\u4f5c\u3001\u6c89\u6d78\u4f53\u9a8c\u548c\u73b0\u573a\u4ea4\u6d41\uff0c\u8fd1\u8ddd\u79bb\u611f\u53d7AI\u5982\u4f55\u843d\u5730\u771f\u5b9e\u573a\u666f\u3001\u670d\u52a1\u4ea7\u4e1a\u4e0e\u751f\u6d3b\u3002<\/span><\/p>\n

SoulAgent\u662f\u667a\u6e90\u63a8\u51fa\u7684\u9762\u5411\u4e2a\u4eba\u7684\u8d8a\u7528\u8d8a\u61c2\u4f60\u7684\u4e13\u5c5e\u667a\u80fd\u4f53\u3002\u5728SoulAgent\u4f53\u9a8c\u533a\uff0c\u89c2\u4f17\u73b0\u573a\u9886\u53d6\u667a\u80fd\u4f53\uff0c\u4f53\u9a8c\u8de8\u4f1a\u573a\u540c\u6b65\u542c\u4f1a\u3001\u4e0e\u9876\u5c16\u5b66\u8005\u7684AI\u5206\u8eab\u5b9e\u65f6\u5bf9\u8bdd\u3002\u968f\u7740\u6301\u7eed\u4f7f\u7528\uff0cSoulAgent\u4e5f\u4f1a\u4e0d\u65ad\u6210\u957f\uff0c\u9010\u6b65\u6210\u4e3a\u61c2\u7528\u6237\u7684\u4e2a\u4ebaAI\u4f19\u4f34\u3002<\/span><\/p>\n

\u5177\u8eab\u667a\u80fd\u4f53\u9a8c\u533a\u8ba9\u89c2\u4f17\u8fd1\u8ddd\u79bb\u611f\u53d7AI\u5982\u4f55\u4e0e\u7269\u7406\u4e16\u754c\u4ea4\u4e92\u3002\u5728\u4e52\u4e53\u7403\u4eba\u673a\u5bf9\u6218\u4f53\u9a8c\u533a\uff0c\u89c2\u4f17\u4eb2\u81ea\u4e0a\u573a\uff0c\u4e0e\u642d\u8f7dSpikePingPong\u7cfb\u7edf\u7684\u4eba\u5f62\u673a\u5668\u4eba\u5207\u78cb\u7403\u6280\u3002SpikePingPong\u662f\u7531\u667a\u6e90\u7814\u7a76\u9662\u4e0e\u5317\u4eac\u5927\u5b66\u8054\u5408\u63a8\u51fa\u7684\u5168\u7403\u9996\u4e2a\u8de8\u672c\u4f53\u7684\u4eba\u5f62<\/span>\u673a\u5668\u4eba\u5168\u81ea\u4e3b\u4e52\u4e53\u7403\u5bf9\u6253\u7cfb\u7edf\uff0c\u901a\u8fc7\u9ad8\u9891\u89c6\u89c9\u611f\u77e5\u3001\u7403\u8def\u9884\u6d4b\u3001\u5b9e\u65f6\u7b56\u7565\u51b3\u7b56\u4e0e\u673a\u5668\u4eba\u8fd0\u52a8\u63a7\u5236\uff0c\u4f7f\u673a\u5668\u4eba\u770b\u5f97\u51c6\u3001\u53cd\u5e94\u5feb\u3001\u6253\u5f97\u7a33\uff0c\u8be5\u7b97\u6cd5\u5df2\u9002\u914d\u667a\u5143\u7075\u7280X2\u3001\u8fdc\u5f81A3\u3001\u5b87\u6811G1\u7b49\u591a\u7c7b\u4eba\u5f62\u673a\u5668\u4eba\u5e73\u53f0\u3002\u5728\u9152\u5e97\u5168\u573a\u666f\u6e05\u6d01\u4f53\u9a8c\u533a\uff0c\u89c2\u4f17\u8fd1\u8ddd\u79bb\u56f4\u89c2\u673a\u5668\u4eba\u81ea\u4e3b\u5b8c\u6210\u4e00\u7cfb\u5217\u6e05\u6d01\u4efb\u52a1\uff0c\u8be5\u533a\u57df\u5c55\u793a\u4e86\u57fa\u4e8eRoboBrainX\u5177\u8eab\u901a\u7528\u6a21\u578b\u3001RoboClaw\u5177\u8eab\u4ea4\u4e92\u7cfb\u7edf\u548c\u661f\u6e90\u667aN5\u5177\u8eab\u7b97\u529b\u5e73\u53f0\u7684\u7aef\u4fa7\u90e8\u7f72\u65b9\u6848\uff0c\u5b9e\u73b0\u957f\u7a0b\u67d4\u6027\u7269\u4f53\u64cd\u4f5c\u7b49\u590d\u6742\u4efb\u52a1\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u5bf9\u4e91\u7aef\u7f51\u7edc\u7684\u4f9d\u8d56\u3002<\/span><\/p>\n

\u4f17\u667aFlagOS\u4f53\u9a8c\u533a\u56f4\u7ed5\u201c\u9762\u5411\u591a\u5143AI\u82af\u7247\u7684\u5f00\u6e90\u3001\u7edf\u4e00\u667a\u7b97\u7cfb\u7edf\u8f6f\u4ef6\u6808FlagOS\u201d\u5c55\u5f00\uff0c\u4ee5\u201c\u53ef\u89c6\u5316\u3001\u53ef\u4e92\u52a8\u3001\u53ef\u5e26\u8d70\u201d\u00a0\u4e3a\u6838\u5fc3\u7406\u5ff5\uff0c\u89c2\u4f17\u901a\u8fc7\u5b8c\u6210\u201c\u4e00\u952e\u542f\u52a8FlagOS\u7cfb\u7edf\u8f6f\u4ef6\u6808\u201d\u3001\u201cFlagOS\u77e5\u8bc6\u5927\u95ef\u5173\u201d\u3001\u201cFlagOS\u81ea\u52a8\u751f\u6210\u7b97\u5b50\u201d\u7b49\u4e92\u52a8\u4f53\u9a8c\uff0c\u76f4\u89c2\u611f\u53d7FlagOS\u8de8\u82af\u7247\u3001\u8de8\u573a\u666f\u9002\u914dAI\u6a21\u578b\u7684\u80fd\u529b\u3002<\/span><\/p>\n

AI for Life Science\u4f53\u9a8c\u533a\u5206\u4e3a\u4e09\u4e2a\u533a\u57df\uff1a\u5728\u5b89\u8d1e\u2014\u667a\u6e90\u5fc3\u810fAI\u533b\u9662\u4f53\u9a8c\u533a\uff0c\u89c2\u4f17\u6cbf\u60a3\u8005\u771f\u5b9e\u8bca\u7597\u8def\u5f84\uff0c\u4f9d\u6b21\u4f53\u9a8cAI\u5fc3\u7535\u56fe\u5206\u6790\u4e0e\u667a\u80fd\u529f\u80fd\u7b5b\u67e5\u3001\u900f\u660e\u5fc3\u810f\u4e0e\u7ed3\u6784\u75c5\u7076\u7cbe\u51c6\u5206\u6790\u3001BAAI Cardiac Agent\u3001AI\u624b\u672f\u8d4b\u80fd\u3002\u5728\u795e\u7ecf\u79d1\u5b66\u4f53\u9a8c\u533a\uff0c\u89c2\u4f17\u6df1\u5165\u4e86\u89e3BrainToken\u548c\u609f\u754c\u00b7Brain\u03bc1.0\uff0c\u611f\u53d7AI\u5982\u4f55\u8d4b\u80fd\u57fa\u7840\u79d1\u7814\u3001\u8111\u75be\u75c5\u8bca\u7597\u4e0e\u4e0b\u4e00\u4ee3\u8111\u673a\u63a5\u53e3\u6280\u672f\u3002AI\u836f\u7269\u53d1\u73b0\u4f53\u9a8c\u533a\u5219\u5448\u73b0\u4e86\u609f\u754c\u00b7OpenComplex2.5\uff0c\u5b83\u4f9d\u6258\u5355\u4e00\u6a21\u578b\u67b6\u6784\uff0c\u89e3\u51b3\u56db\u5927\u5173\u952e\u5236\u836f\u6b65\u9aa4\uff0c\u6838\u5fc3\u6307\u6807\u8d85\u8d8a\u56fd\u9645\u6807\u6746\u3002<\/span><\/p>\n

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