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\u201c\u5305\u62ecPhysical Intelligence\u5728\u5185\uff0c\u5982\u4eca\u7684\u5317\u7f8e\u5934\u90e8\u5177\u8eab\u667a\u80fd\u516c\u53f8\u79bb\u6210\u719f\u90fd\u8fd8\u6709\u4e0d\u77ed\u7684\u8ddd\u79bb\u3002\u6574\u4e2a\u9886\u57df\uff0c\u4e5f\u8fd8\u6ca1\u51fa\u73b0\u771f\u6b63\u7684\u5960\u57fa\u6027\u5de5\u4f5c\u3002\u201d<\/p>\n

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\u6bd4\u5982\uff0cRSS 2026\u57281\u670830\u65e5\u622a\u7a3f\uff0c4\u670827\u65e5\u516c\u5e03\u5f55\u7528\u7ed3\u679c\uff0c7\u670813\u65e5\u5728\u7ebf\u4e0b\u4e3e\u884c\u3002<\/p>\n

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RSS 2026\u5927\u4f1a\u7a0b\u5e8f\u4e3b\u5e2dMatei Ciocarlie\u5728\u5f00\u573a\u65f6\u95ee\u9053\uff1a<\/p>\n

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Physical Intelligence\u7684\u5b9e\u4e60\u751f\u8868\u793a\uff1aVLA\u548c\u4e16\u754c\u6a21\u578b\u5e76\u4e0d\u51b2\u7a81\uff0c\u53ef\u4ee5\u5168\u90fd\u8981\u3002\u4e0d\u540c\u4efb\u52a1\u9700\u8981\u8bed\u8a00\u63a8\u7406\u548c\u89c6\u9891\u9884\u6d4b\u4e24\u79cd\u80fd\u529b\uff1b\u81f3\u4e8e\u4e16\u754c\u6a21\u578b\u80fd\u5426\u50cf\u5ba3\u4f20\u4e2d\u90a3\u6837\u9884\u6d4b\u52a8\u4f5c\u540e\u679c\uff0c\u4ed6\u53cd\u95ee\uff1a\u201c\u4f60\u771f\u7684\u770b\u5230\u5b83\u505a\u5230\u8fd9\u4ef6\u4e8b\u4e86\u5417\uff1f\u201d<\/p>\n

EgoVerse\u6838\u5fc3\u4f5c\u8005Simar Kareer\u8ba4\u4e3a\uff1a\u673a\u5668\u4eba\u9886\u57df\u7f3a\u7684\u672a\u5fc5\u53ea\u662f\u66f4\u591a\u6570\u636e\uff0c\u771f\u6b63\u62c9\u5f00\u6a21\u578b\u5dee\u8ddd\u7684\u8fd8\u6709\u6570\u636e\u5982\u4f55\u7b5b\u9009\u3001\u914d\u6bd4\u548c\u6574\u7406\u3002<\/p>\n

Karen Liu\u5728\u95ed\u5e55Keynote\u4e2d\u628a\u673a\u5668\u4eba\u9886\u57df\u6982\u62ec\u4e3a\u201cModel-rich, Data-poor\u201d\uff1a\u8fc7\u53bb\u79ef\u7d2f\u7684\u4eff\u771f\u3001\u89c4\u5212\u548c\u89c6\u89c9\u6a21\u578b\u672a\u5fc5\u9002\u5408\u76f4\u63a5\u5145\u5f53\u673a\u5668\u4eba\u7b56\u7565\uff0c\u5374\u53ef\u4ee5\u76f8\u4e92\u7ec4\u5408\uff0c\u6210\u4e3a\u6301\u7eed\u751f\u4ea7\u8bad\u7ec3\u6570\u636e\u7684\u8001\u5e08\u3002<\/p>\n

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Wenzhen Yuan\u6307\u51fa\uff0c\u89e6\u89c9\u76ee\u524d\u5927\u591a\u4ecd\u4ee5\u9644\u52a0\u6a21\u6001\u63a5\u5165VLA\uff0c\u80cc\u540e\u7684\u96be\u9898\u4e0d\u4ec5\u5728\u4e8e\u6570\u636e\u7a00\u7f3a\uff1b\u4e0d\u540c\u89e6\u89c9\u4f20\u611f\u5668\u96be\u4ee5\u8fc1\u79fb\uff0c\u673a\u5668\u4eba\u7684\u6307\u5c16\u4e0e\u672b\u7aef\u6267\u884c\u5668\u5f62\u6001\u4e5f\u4f1a\u76f4\u63a5\u5f71\u54cd\u89e6\u89c9\u80fd\u5426\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n

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\u2026\u2026<\/p>\n

\u8fd9\u4e9b\u5224\u65ad\u672a\u5fc5\u4ee3\u8868\u884c\u4e1a\u5171\u8bc6\uff0c\u5176\u4e2d\u4e00\u4e9b\u751a\u81f3\u5f7c\u6b64\u51b2\u7a81\u3002<\/p>\n

\u4f46\u4e5f\u6b63\u662f\u8fd9\u4e9b\u5206\u6b67\uff0c\u8ba9\u6211\u4eec\u91cd\u65b0\u601d\u8003VLA\u3001\u4e16\u754c\u6a21\u578b\u3001\u6570\u636e\u3001\u672c\u4f53\u4e0e\u4ea7\u4e1a\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n

\u6570\u636e\uff0c\u5df2\u7ecf\u88ab\u516c\u8ba4\u4e3a\u5f53\u524d\u5177\u8eab\u667a\u80fd\u9886\u57df\u91cc\u6700\u91cd\u8981\u7684\u8bdd\u9898\u3002<\/p>\n

\u4f46\u6bcb\u5eb8\u8bb3\u8a00\uff0c\u65e0\u8bba\u662f\u5728\u5ba1\u7a3f\u4eba\u4ea6\u6216\u662f\u6295\u8d44\u4eba\u773c\u4e2d\uff0c\u6a21\u578b\u4f9d\u65e7\u6027\u611f\u3002<\/p>\n

\u5c31\u4eca\u5e74RSS\u7684\u6574\u4f53\u60c5\u51b5\u6765\u770b\uff0c\u8d1f\u8d23\u6293\u53d6\u64cd\u4f5c\u3001\u6a21\u4eff\u5b66\u4e60\u7684\u6587\u7ae0\u4ecd\u7136\u5360\u636e\u7edd\u5bf9\u7684\u9886\u5148\u5730\u4f4d\uff0c\u5927\u5bb6promo\u7684\u65f6\u5019\u4e5f\u6bd4\u8f83\u7231\u63d0\u5230\u81ea\u5bb6\u7684\u6a21\u578b\u3002<\/p>\n

\u90a3\u4e48\uff0c\u56de\u5230\u6700\u5f00\u59cb\u7684\u95ee\u9898\uff0cVLA\u8fd8\u662f\u4e16\u754c\u6a21\u578b\uff1f<\/p>\n

\u5728\u4e0eSergey Levine\uff08Physical Intelligence\uff09\u7684\u4e24\u4f4d\u535a\u58eb\u751f\u4ea4\u8c08\u65f6\uff0c\u6211\u4e5f\u628a\u8fd9\u4e2a\u95ee\u9898\u629b\u7ed9\u4e86\u4ed6\u4eec\u3002<\/p>\n

\u5176\u4e2d\u4e00\u4f4d\u7ed9\u51fa\u7684\u7b54\u6848\u662f\uff0c\u4e24\u6761\u8def\u7ebf\u5e76\u4e0d\u77db\u76fe\uff0c\u751a\u81f3\u53ef\u4ee5\u540c\u65f6\u63a8\u8fdb\uff08pi0.7\u5176\u5b9e\u5c31\u6709\u4e00\u4e2a\u4e16\u754c\u6a21\u578b\u7ec4\u4ef6\uff09\u3002<\/p>\n

\u5728\u4ed6\u770b\u6765\uff0c\u4e0d\u540c\u7684\u5177\u8eab\u4efb\u52a1\uff0c\u9002\u5408\u5904\u7406\u5b83\u4eec\u7684\u65b9\u5f0f\u4e5f\u4e0d\u4e00\u6837\uff0c\u6709\u4e9b\u4efb\u52a1\u5929\u7136\u66f4\u9002\u5408\u8bed\u8a00\u3002<\/p>\n

\u6bd4\u5982\u5904\u7406\u5bb6\u52a1\u65f6\uff0c\u673a\u5668\u4eba\u9700\u8981\u5148\u7406\u89e3\u4eba\u7684\u6307\u4ee4\uff0c\u518d\u501f\u52a9\u8bed\u8a00\u628a\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\u62c6\u6210\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u9010\u6b65\u89c4\u5212\u63a5\u4e0b\u6765\u7684\u884c\u52a8\u3002<\/p>\n

\u800c\u5f53\u4efb\u52a1\u53d8\u6210\u628a\u7269\u4f53\u4eceA\u70b9\u79fb\u52a8\u5230B\u70b9\u65f6\uff0c\u673a\u5668\u4eba\u4e5f\u53ef\u4ee5\u501f\u52a9\u56fe\u50cf\u6216\u89c6\u9891\u751f\u6210\u80fd\u529b\uff0c\u9884\u6d4b\u52a8\u4f5c\u7ed3\u679c\uff0c\u751f\u6210\u4e0b\u4e00\u6b65\u9700\u8981\u8fbe\u5230\u7684\u89c6\u89c9\u72b6\u6001\u3002<\/p>\n

\u53ea\u4e0d\u8fc7\uff0c\u5bf9PI\u81ea\u5df1\u800c\u8a00\uff0c\u8bed\u8a00\u4ecd\u7136\u627f\u62c5\u7740\u66f4\u91cd\u8981\u7684\u89d2\u8272\u3002<\/p>\n

\u8fd9\u53ef\u80fd\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u4eceSteerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control\u5230pi0.7\u4ee5\u6765\uff0c\u7814\u7a76\u8005\u59cb\u7ec8\u628aSteerable\u653e\u5728\u6838\u5fc3\u4f4d\u7f6e\u3002<\/p>\n

\u8fd9\u91cc\u7684Steerable\uff0c\u4e0d\u53ea\u662f\u8ba9\u673a\u5668\u4eba\u542c\u61c2\u4e00\u53e5\u4efb\u52a1\u6307\u4ee4\uff0c\u800c\u662f\u8ba9\u4eba\u7c7b\u6216\u4e0a\u5c42\u6a21\u578b\u80fd\u591f\u901a\u8fc7\u8bed\u8a00\u3001\u89c6\u89c9\u5b50\u76ee\u6807\u4e43\u81f3\u66f4\u7ec6\u7c92\u5ea6\u7684\u63a7\u5236\u4fe1\u53f7\uff0c\u6301\u7eed\u5f15\u5bfc\u673a\u5668\u4eba\u9009\u62e9\u548c\u7ec4\u5408\u52a8\u4f5c\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0cPI\u5e76\u4e0d\u6392\u65a5\u56fe\u50cf\u6216\u89c6\u9891\u751f\u6210\uff0c\u4f46\u66f4\u503e\u5411\u4e8e\u8ba9VLM\u627f\u62c5\u8bed\u4e49\u7406\u89e3\u548c\u4efb\u52a1\u63a8\u7406\uff0c\u518d\u901a\u8fc7\u8bed\u8a00\u6307\u4ee4\u3001\u89c6\u89c9\u5b50\u76ee\u6807\u7b49\u63a5\u53e3\uff0c\u628a\u9ad8\u5c42\u63a8\u7406grounding\u5230\u673a\u5668\u4eba\u7684\u5177\u4f53\u52a8\u4f5c\u4e0a\u3002<\/p>\n

\u6709\u610f\u601d\u7684\u662f\uff0c\u5728\u6211\u4eec\u7ec4\u7ec7\u7684\u665a\u5bb4\u4e0a\uff0c\u6211\u53c8\u78b0\u5230\u4e86\u4ed6\u4eec\u3002<\/p>\n

\u6211\u63d0\u5230\uff0c\u5728\u56fd\u5185\u8ba8\u8bba\u4e16\u754c\u6a21\u578b\u4e0eVLA\u7684\u533a\u522b\u65f6\uff0c\u6709\u4e00\u79cd\u9887\u4e3a\u6d41\u884c\u7684\u6982\u62ec\uff1a<\/p>\n

VLA\u6839\u636e\u6570\u636e\u8f93\u5165\u548c\u8bed\u8a00\u6307\u4ee4\u76f4\u63a5\u8f93\u51fa\u52a8\u4f5c\uff1b\u4e16\u754c\u6a21\u578b\u5219\u80fd\u9884\u6d4b\u672a\u6765\u72b6\u6001\uff0c\u8f85\u52a9\u673a\u5668\u4eba\u89c4\u5212\u52a8\u4f5c\u3001\u89c4\u907f\u98ce\u9669\u3002<\/p>\n

\u4ed6\u6ca1\u6709\u76f4\u63a5\u8ba4\u540c\u8fd9\u79cd\u5212\u5206\uff0c\u800c\u662f\u8ffd\u95ee\u4e86\u4e00\u53e5\uff1a<\/p>\n

\u201c\u4f60\u771f\u7684\u89c1\u8fc7\u5b83\u4eec\u8fd9\u6837\u505a\u5417\uff1f\u4f60\u771f\u7684\u89c1\u8fc7\u4e00\u4e2a\u90e8\u7f72\u4e86\u4e16\u754c\u6a21\u578b\u7684\u673a\u5668\u4eba\uff0c\u8bf4\uff0c\u8fd9\u4e2a\u52a8\u4f5c\u6211\u505a\u4e86\u53ef\u80fd\u6709\u95ee\u9898\uff0c\u6211\u4e0d\u8be5\u8fd9\u6837\u505a\uff0c\u6211\u8be5\u91c7\u53d6\u5176\u4ed6\u52a8\u4f5c\u201d\u3002<\/p>\n

\u8bf4\u5b9e\u8bdd\uff0c\u6211\u4e00\u65f6\u6ca1\u63a5\u4e0a\u8bdd\u3002<\/p>\n

\u540e\u6765\u518d\u60f3\uff0c\u8fd9\u53e5\u8ffd\u95ee\u5176\u5b9e\u628a\u95ee\u9898\u62c9\u56de\u4e86\u66f4\u5177\u4f53\u7684\u5730\u65b9\u3002<\/p>\n

\u5bf9\u4e16\u754c\u6a21\u578b\u800c\u8a00\uff0c\u5173\u952e\u4e0d\u53ea\u662f\u80fd\u4e0d\u80fd\u51c6\u786e\u9884\u6d4b\u672a\u6765\uff0c\u8fd8\u5728\u4e8e\u5b83\u7a76\u7adf\u5e94\u8be5\u9884\u6d4b\u4ec0\u4e48\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u9884\u6d4b\u80fd\u5426\u771f\u6b63\u5e2e\u52a9\u673a\u5668\u4eba\u5b8c\u6210\u64cd\u4f5c\u3002<\/p>\n

\u8fd9\u4e2a\u95ee\u9898\uff0c\u5728\u6211\u4e0eSimar Kareer\u7684\u4ea4\u8c08\u4e2d\uff0c\u6709\u4e86\u66f4\u5177\u4f53\u7684\u7b54\u6848\u3002<\/p>\n

Simar Kareer\u76ee\u524d\u5728\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u8bfb\u535a\uff0c\u5e08\u4eceJudy Hoffman\u548c\u5f90\u4e39\u98de\u6559\u6388\uff0c\u66fe\u5728Physical Intelligence\u5b9e\u4e60\uff0c\u76ee\u524d\u4ed6\u6b63\u4e13\u6ce8\u4e8eegocentric\u65b9\u5411\u7684\u5de5\u4f5c\u3002<\/p>\n

\u4ed6\u8ba4\u4e3a\uff0c\u4e16\u754c\u6a21\u578b\u5e94\u8be5\u9884\u6d4b\u4ec0\u4e48\uff0c\u8981\u7531\u5b83\u6700\u7ec8\u670d\u52a1\u7684\u4e0b\u6e38\u4efb\u52a1\u51b3\u5b9a\u3002<\/p>\n

\u5982\u679c\u76ee\u6807\u662f\u8ba9\u673a\u5668\u4eba\u5b8c\u6210\u52a8\u4f5c\uff0c\u90a3\u4e48\u66f4\u5408\u7406\u7684\u65b9\u5411\uff0c\u662f\u8ba9\u89c6\u9891\u9884\u6d4b\uff08video prediction\uff09\u4e0e\u52a8\u4f5c\u9884\u6d4b\uff08action prediction\uff09\u8054\u5408\u5b66\u4e60\uff0c\u800c\u4e0d\u662f\u53ea\u8bad\u7ec3\u6a21\u578b\u751f\u6210\u672a\u6765\u753b\u9762\u3002<\/p>\n

\u5bf9\u6b64\u4ed6\u4e3e\u4e86\u4e00\u4e2a\u4f8b\u5b50\uff0c\u73b0\u9636\u6bb5\u7684\u89c6\u9891\u9884\u6d4b\u6216\u8bb8\u80fd\u751f\u6210\u89c6\u89c9\u4e0a\u5408\u7406\u7684\u672a\u6765\u72b6\u6001\uff0c\u5374\u672a\u5fc5\u77e5\u9053\u673a\u5668\u4eba\u7684\u624b\u6709\u591a\u5927\u3001\u8981\u6293\u53d6\u7684\u7269\u4f53\u6709\u591a\u5927\u3002<\/p>\n

\u7f3a\u5c11\u8fd9\u4e9b\u4e0e\u771f\u5b9e\u52a8\u4f5c\u76f8\u5173\u7684\u4fe1\u606f\uff0c\u9884\u6d4b\u51fa\u6765\u7684\u89c6\u9891\u518d\u903c\u771f\uff0c\u4e5f\u5f88\u96be\u76f4\u63a5\u8f6c\u5316\u4e3a\u53ef\u9760\u7684\u64cd\u4f5c\u3002<\/p>\n

\u56e0\u6b64\uff0c\u81f3\u5c11\u5728\u73b0\u9636\u6bb5\uff0c\u89c6\u9891\u9884\u6d4b\u8fd8\u65e0\u6cd5\u5b8c\u5168\u53d6\u4ee3\u52a8\u4f5c\u76d1\u7763\u3002\u5b83\u53ef\u4ee5\u5e2e\u52a9\u673a\u5668\u4eba\u60f3\u8c61\u672a\u6765\uff0c\u800c\u52a8\u4f5c\u9884\u6d4b\u4e0e\u52a8\u4f5c\u76d1\u7763\uff0c\u5219\u8d1f\u8d23\u628a\u8fd9\u79cd\u60f3\u8c61\u843d\u5230\u771f\u5b9e\u3001\u53ef\u6267\u884c\u7684\u52a8\u4f5c\u4e0a\u3002<\/p>\n

\u6b64\u5916\uff0c\u6765\u81ea\u9999\u6e2f\u5927\u5b66\u7684\u9648\u7acb\u535a\u58eb\u5728Robot World Models\u7814\u8ba8\u4f1a\u4e0a\u53c8\u8865\u5145\u4e86\u53e6\u4e00\u5c42\uff1a<\/p>\n

\u5373\u4fbf\u786e\u5b9a\u4e86\u9884\u6d4b\u5bf9\u8c61\uff0c\u201c\u751f\u6210\u672a\u6765\u201d\u548c\u201c\u5224\u65ad\u8fd9\u4e2a\u672a\u6765\u662f\u5426\u6709\u7528\u201d\uff0c\u4e5f\u4e0d\u4e00\u5b9a\u8981\u4ea4\u7ed9\u540c\u4e00\u4e2a\u6a21\u578b\u3002<\/p>\n

\u201c\u9884\u6d4b\u4f1a\u53d1\u751f\u4ec0\u4e48\uff0c\u548c\u8bc4\u4f30\u8fd9\u5bf9\u6211\u662f\u5426\u6709\u7528\uff0c\u5fc5\u987b\u89e3\u8026\u3002\u201d<\/p>\n

\u5728\u4ed6\u7684RISE\u6846\u67b6\u4e2d\uff0c\u52a8\u529b\u5b66\u6a21\u578b\u8d1f\u8d23\u751f\u6210\u672a\u6765\u72b6\u6001\uff0c\u4ef7\u503c\u6a21\u578b\u5219\u5224\u65ad\u8fd9\u4e9b\u72b6\u6001\u662f\u5426\u7b26\u5408\u4efb\u52a1\u76ee\u6807\u3002<\/p>\n

\u673a\u5668\u4eba\u7531\u6b64\u53ef\u4ee5\u5148\u5728\u6a21\u578b\u751f\u6210\u7684\u672a\u6765\u4e2d\u5c1d\u8bd5\u4e0d\u540c\u8def\u5f84\uff0c\u518d\u5229\u7528\u4ef7\u503c\u4fe1\u53f7\u6539\u8fdb\u7b56\u7565\uff0c\u51cf\u5c11\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u8bd5\u9519\u7684\u6210\u672c\u4e0e\u98ce\u9669\u3002<\/p>\n

\u4e16\u754c\u6a21\u578b\u7684\u4ef7\u503c\uff0c\u4e5f\u5c31\u4e0d\u53ea\u5728\u4e8e\u80fd\u5426\u201c\u60f3\u8c61\u672a\u6765\u201d\uff0c\u8fd8\u5728\u4e8e\u8fd9\u4e9b\u60f3\u8c61\u80fd\u5426\u4e3a\u52a8\u4f5c\u63d0\u4f9b\u6709\u6548\u4f9d\u636e\u3002<\/p>\n

\u603b\u7ed3\u6765\u770b\uff0c\u4e16\u754c\u6a21\u578b\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5bf9\u5177\u8eab\u667a\u80fd\u800c\u8a00\uff0c\u5b83\u5e76\u4e0d\u662fVLA\u7684\u7b80\u5355\u66ff\u4ee3\uff0c\u4e24\u79cd\u65b9\u6cd5\u4e5f\u5e76\u4e0d\u77db\u76fe\u3002<\/p>\n

\u771f\u6b63\u7684\u95ee\u9898\u5728\u4e8e\uff0c\u4e16\u754c\u6a21\u578b\u5e94\u8be5\u9884\u6d4b\u4ec0\u4e48\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u9884\u6d4b\u5982\u4f55\u670d\u52a1\u4e8e\u673a\u5668\u4eba\u52a8\u4f5c\u3002<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u5728RSS\u4f1a\u573a\u5185\u5916\uff0c\u5df2\u7ecf\u6709\u4e0d\u5c11\u7814\u7a76\u8005\u5f00\u59cb\u63a2\u7d22VLA\u4e0e\u4e16\u754c\u6a21\u578b\u7ed3\u5408\u7684\u6df7\u5408\u67b6\u6784\uff0c\u524d\u9762\u63d0\u5230\u7684\u03c00.7\u6b63\u662f\u5176\u4e2d\u4e4b\u4e00\u3002<\/p>\n

\u867d\u7136\u6a21\u578b\u4e0a\u7684\u521b\u65b0\u53ef\u80fd\u597d\u53d1\u8bba\u6587\uff0c\u4e5f\u66f4\u5438\u5f15\u773c\u7403\uff0c\u4f46\u6570\u636e\u5df2\u7ecf\u6beb\u65e0\u4e89\u8bae\u7684\u6210\u4e3a\u4e86\u5177\u8eab\u9886\u57df\u6700\u91cd\u8981\u7684\u95ee\u9898\u3002<\/p>\n

\u5728poster\u73af\u8282\uff0c\u6211\u4eec\u4e5f\u6392\u961f\u95ee\u4e86Simar\u51e0\u4e2a\u6570\u636e\u95ee\u9898\u3002<\/p>\n

Simar\u8fd9\u51e0\u5e74\u4eceEgoMimic\u4e00\u8def\u505a\u5230EgoVerse\uff0c\u7814\u7a76\u7684\u90fd\u662f\u600e\u4e48\u628a\u7b2c\u4e00\u89c6\u89d2\u4eba\u7c7b\u6570\u636e\u7528\u5230\u673a\u5668\u4eba\u4e0a\u3002\u7167\u7406\u8bf4\uff0c\u4ed6\u5e94\u8be5\u662f\u6700\u770b\u597dEgocentric Data\u7684\u90a3\u6279\u4eba\u3002<\/p>\n

\u4f46\u5f53\u6211\u95ee\u8d77\u6570\u636e\u8be5\u600e\u4e48scaling\u65f6\uff0c\u4ed6\u7684\u5efa\u8bae\u5374\u662f\uff1a<\/p>\n

Egocentric\u6570\u636e\u5f53\u7136\u6709\u7528\uff0c\u4f46\u6211\u5176\u5b9e\u4e0d\u5efa\u8bae\u4f60\u4eec\u76f4\u63a5\u4ece\u6570\u636e\u516c\u53f8\u4e70\uff08\u7b11\uff09\u3002<\/p>\n

\u5728\u56de\u7b54\u4e2d\uff0cSimar\u4e3e\u4e86\u5927\u6a21\u578b\u9886\u57df\u7684\u4f8b\u5b50\u3002\u4ed6\u63d0\u5230\u50cfOpenAI\uff0canthropic\uff0c\u4ed6\u4eec\u4e0d\u5149\u662f\u6570\u636e\u591a\uff0c\u66f4\u91cd\u8981\u7684\u662f\u6570\u636e\u7684\u6e05\u6d17\u3001\u7b5b\u9009\u3001\u914d\u6bd4\u548c\u7ec4\u7ec7\u6570\u636e\uff0c\u673a\u5668\u4eba\u9886\u57df\u540c\u6837\u5982\u6b64\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u76f8\u6bd4\u5355\u7eaf\u7684\u5806\u6570\u636e\u91cf\uff0c\u6570\u636e\u7684curation\u53ef\u80fd\u66f4\u91cd\u8981\u3002<\/p>\n

\u4f46\u5177\u4f53\u600e\u4e48\u4e2acuration\uff0c\u591a\u5c11\u6570\u636e\u91cf\u624d\u591f\uff0cSimar\u987f\u4e86\u4e00\u4e0b\uff0c\u5e76\u6ca1\u6709\u7ed9\u51fa\u76f4\u63a5\u7684\u7b54\u6848\uff0c\u53ea\u662f\u5efa\u8bae\u53c2\u8003\u03c00\u7684\u8bad\u7ec3\u89c4\u6a21\uff081\u4e07\u5c0f\u65f6\uff09\u4ee5\u53ca\u516c\u5f00\u6570\u636e\u96c6\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u8fd9\u4e2a\u6570\u5b57\u53ea\u662f\u4e00\u4e2a\u53c2\u7167\uff0c\u4e0d\u662f\u4e00\u6761\u5df2\u7ecf\u5f97\u5230\u9a8c\u8bc1\u7684Scaling Law\u3002<\/p>\n

\u7c7b\u4f3c\u7684\u4e00\u5e55\u5176\u5b9e\u4e5f\u53d1\u751f\u5728\u8bba\u6587\u6c47\u62a5\u7684QA\u73af\u8282\u3002\u5728\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u5f97\u51fa\u7684\u7ed3\u8bba\u662f\uff1a<\/p>\n

\u968f\u7740VLA\u9884\u8bad\u7ec3\u6570\u636e\u89c4\u6a21\u548c\u591a\u6837\u6027\u7684\u63d0\u5347\uff0c\u4eba\u7c7b\u6570\u636e\u5411\u673a\u5668\u4eba\u7b56\u7565\u7684\u8fc1\u79fb\u80fd\u529b\u9010\u6e10\u663e\u73b0\u3002<\/p>\n

\u4e8e\u662f\uff0c\u73b0\u573a\u6709\u89c2\u4f17\u8ffd\u95ee\uff1a\u8fd9\u79cd\u6570\u636e\u591a\u6837\u6027\u5e94\u8be5\u600e\u6837\u8861\u91cf\uff1f<\/p>\n

Simar\u8868\u793a\uff0c\u4ed6\u4eec\u4f1a\u5728\u4e0d\u540cCheckpoint\u548c\u6570\u636e\u914d\u65b9\u4e0a\u505a\u5b9e\u9a8c\uff0c\u5bfb\u627e\u6548\u679c\u66f4\u597d\u7684\u7ec4\u5408\u3002\u4f46\u5177\u4f53\u600e\u6837\u914d\uff0c\u4ed6\u6ca1\u6709\u8fdb\u4e00\u6b65\u900f\u9732\u3002<\/p>\n

\u540e\u6765\u6211\u548c\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\u7684\u5de5\u4f5c\u4eba\u5458\u804a\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ed6\u7684\u770b\u6cd5\u662f\uff1a<\/p>\n

\u5bf9\u4e8e\u6a21\u578b\u516c\u53f8\u6216\u8005Lab\u6765\u8bf4\uff0c\u67b6\u6784\u53ef\u4ee5\u5199\u8fdb\u8bba\u6587\uff0c\u6570\u636e\u914d\u65b9\u5374\u66f4\u50cf\u90a3\u4efd\u4e0d\u4f1a\u8f7b\u6613\u793a\u4eba\u7684recipe\u3002<\/p>\n

\u8fd9\u6216\u8bb8\u89e3\u91ca\u4e86\u6211\u4eec\u524d\u9762\u63d0\u5230\u7684\uff0c\u51e0\u4e4e\u6240\u6709\u4eba\u90fd\u5728\u8c08\u6570\u636e\uff0c\u8bba\u6587\u91cc\u6700\u663e\u773c\u7684\u4e1c\u897f\u5374\u4ecd\u7136\u662f\u6a21\u578b\u3002<\/p>\n

\u6240\u4ee5\uff0c\u8bfa\u4ea6\u817e\u4e5f\u63d0\u5230\u4e86\u53e6\u4e00\u79cd\u53ef\u80fd\u6027\uff1a<\/p>\n

\u672a\u6765\u7684\u6570\u636e\u516c\u53f8\u672a\u5fc5\u53ea\u6309\u5c0f\u65f6\u51fa\u552e\u539f\u59cb\u7d20\u6750\uff0c\u8fd8\u9700\u8981\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\u3001\u505a\u5bf9\u7167\u5b9e\u9a8c\u548c\u8bc4\u6d4b\uff0c\u6700\u7ec8\u5411\u673a\u5668\u4eba\u516c\u53f8\u4ea4\u4ed8\u7ecf\u8fc7\u7b5b\u9009\u3001\u80fd\u591f\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6d41\u7a0b\u7684\u6570\u636e\u65b9\u6848\u3002<\/p>\n

\u5230\u4e86\u8fd9\u4e00\u6b65\uff0c\u6570\u636e\u516c\u53f8\u7684\u4ef7\u503c\u5c31\u4e0d\u518d\u662f\u201c\u91c7\u4e86\u591a\u5c11\u5c0f\u65f6\u201d\uff0c\u800c\u662f\u201c\u77e5\u9053\u54ea\u4e9b\u6570\u636e\u771f\u6b63\u6709\u7528\u201d\u3002<\/p>\n

\u5f53\u7136\uff0c\u529d\u5927\u5bb6\u4e0d\u8981\u76f4\u63a5\u4e70\u6570\u636e\uff0c\u4e0d\u4ee3\u8868Simar\u4e0d\u770b\u597dEgocentric Data\u3002<\/p>\n

\u5728\u300cData-Centric Robotics\uff1aWhat Data Do Robots Really Need\uff1f\u300d\u7814\u8ba8\u4f1a\u4e0a\uff0c\u4ed6\u91cd\u65b0\u753b\u4e86\u4e00\u904d\u673a\u5668\u4eba\u9886\u57df\u7684\u6570\u636e\u91d1\u5b57\u5854\u3002<\/p>\n

\u8fc7\u53bb\uff0c\u4eba\u4eec\u901a\u5e38\u8ba4\u4e3a\uff0c\u6700\u5e95\u5c42\u662f\u89c4\u6a21\u6700\u5927\u7684\u4e92\u8054\u7f51\uff0c\u4e2d\u95f4\u662f\u4eff\u771f\u6570\u636e\uff0c\u6700\u4e0a\u5c42\u624d\u662f\u6570\u91cf\u6700\u5c11\u3001\u6210\u672c\u6700\u9ad8\u7684\u673a\u5668\u4eba\u9065\u64cd\u4f5c\u6570\u636e\u3002\u4ece\u6570\u636e\u89c4\u6a21\u6765\u770b\uff0c\u8fd9\u6837\u7684\u91d1\u5b57\u5854\u6ca1\u6709\u95ee\u9898\u3002<\/p>\n

\u95ee\u9898\u51fa\u5728\u5b83\u6697\u793a\u7684\u5173\u7cfb\uff1a\u4e92\u8054\u7f51\u548c\u4eba\u7c7b\u89c6\u9891\u4f3c\u4e4e\u5929\u7136\u6784\u6210\u673a\u5668\u4eba\u5b66\u4e60\u7684\u57fa\u7840\uff0c\u5c11\u91cf\u673a\u5668\u4eba\u6570\u636e\u53ea\u8d1f\u8d23\u6700\u540e\u9002\u914d\u3002<\/p>\n

EgoVerse\u7684\u5b9e\u9a8c\u7ed9\u51fa\u4e86\u53e6\u4e00\u79cd\u56fe\u666f\u3002<\/p>\n

\u53ea\u4f7f\u7528\u673a\u5668\u4eba\u6570\u636e\u4e0e\u81ea\u7531\u5f62\u6001\u4eba\u7c7b\u6570\u636e\uff0c\u63d0\u5347\u6709\u9650\uff1b\u53ea\u52a0\u5165\u4e0e\u4efb\u52a1\u5bf9\u9f50\u7684\u4eba\u7c7b\u793a\u8303\uff0c\u6539\u5584\u540c\u6837\u4e0d\u5927\u3002\u6700\u660e\u663e\u7684\u63d0\u5347\u6765\u81ea\u4e09\u7c7b\u6570\u636e\u5171\u540c\u51fa\u73b0\uff1a<\/p>\n

\u673a\u5668\u4eba\u6570\u636e\u548c\u4efb\u52a1\u5bf9\u9f50\u7684\u4eba\u7c7b\u6570\u636e\u5171\u540c\u63d0\u4f9b\u4e86\u201c\u951a\u70b9\u201d\uff0c\u544a\u8bc9\u6a21\u578b\u4eba\u7c7b\u884c\u4e3a\u4e0e\u673a\u5668\u4eba\u52a8\u4f5c\u7a7a\u95f4\u600e\u6837\u5bf9\u5e94\u3002<\/p>\n

\u6240\u4ee5\uff0c\u6570\u636e\u591a\u6837\u6027\u5e76\u4e0d\u662f\u628a\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u5012\u8fdb\u540c\u4e00\u4e2a\u6c60\u5b50\u3002\u771f\u6b63\u51b3\u5b9a\u6548\u679c\u7684\uff0c\u53ef\u80fd\u662fData Mixture\u4e2d\u6709\u6ca1\u6709\u8db3\u591f\u7684\u5bf9\u9f50\u533a\u57df\u3002<\/p>\n

\u4f46\u4e0d\u7ba1\u600e\u4e48\u7b5b\uff0c\u771f\u5b9e\u673a\u5668\u4eba\u6570\u636e\u548c\u5177\u8eab\u4eba\u7c7b\u6570\u636e\u90fd\u5f88\u96be\u65e0\u9650\u91c7\u96c6\u3002\u90a3\u80fd\u4e0d\u80fd\u6362\u4e00\u79cd\u601d\u8def\uff0c\u8ba9\u6a21\u578b\u81ea\u5df1\u751f\u4ea7\u6570\u636e\uff1f<\/p>\n

\u5728Karen Liu\u7684\u95ed\u5e55\u6f14\u8bb2Data Poor\uff0cModel Rich\u4e2d\uff0c\u8fd9\u4f4d\u6765\u81ea\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u3001\u4ece\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u548c\u7269\u7406\u4eff\u771f\u4e00\u8def\u505a\u5230\u4eba\u5f62\u673a\u5668\u4eba\u63a7\u5236\u7684\u6559\u6388\uff0c\u5c31\u56de\u5e94\u4e86\u4e0a\u9762\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

Karen\u63d0\u5230\uff0c\u673a\u5668\u4eba\u867d\u7136Data Poor\uff0c\u5374\u5e76\u4e0d\u7f3a\u6a21\u578b\u3002<\/p>\n

Data Poor\uff0c\u4e0d\u53ea\u610f\u5473\u7740\u4f9d\u9760\u6570\u91c7\u5458\u201c\u529b\u5927\u7816\u98de\u201d\u6536\u96c6\u6570\u636e\u5f88\u96bescale\u3002<\/p>\n

\u4e0e\u6b64\u540c\u65f6\uff0c\u968f\u7740\u673a\u5668\u4eba\u4efb\u52a1\u4ece\u684c\u9762\u6293\u53d6\u8d70\u5411\u7075\u5de7\u64cd\u4f5c\u548c\u5168\u8eab\u63a7\u5236\uff0c\u6570\u636e\u91c7\u96c6\u7684\u96be\u5ea6\u4e5f\u5728\u4e0d\u65ad\u589e\u52a0\u3002<\/p>\n

\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u79cd\u65b9\u5f0f\u8fd8\u85cf\u7740\u4e00\u4e2a\u9ed8\u8ba4\u5047\u8bbe\uff1a\u6bcf\u4e00\u6761\u793a\u8303\u6570\u636e\uff0c\u90fd\u80fd\u7acb\u523b\u5bf9\u8bad\u7ec3\u4ea7\u751f\u4f5c\u7528\u3002<\/p>\n

Model Rich\u5219\u610f\u5473\u7740\uff0c\u6211\u4eec\u53ef\u4ee5\u6362\u4e00\u79cd\u601d\u8def\uff0c\u628a\u5df2\u6709\u6a21\u578b\u53d8\u6210\u6570\u636e\u5f15\u64ce\uff0c\u7528\u5b83\u4eec\u751f\u4ea7\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n

\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u79ef\u7d2f\u4e86\u7269\u7406\u4eff\u771f\u3001\u52a8\u753b\u548c\u6570\u5b57\u4eba\u6a21\u578b\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u67093D\u91cd\u5efa\u548c\u51e0\u4f55\u6a21\u578b\uff0c\u673a\u5668\u4eba\u5b66\u4e5f\u6709\u8f68\u8ff9\u4f18\u5316\u3001\u8fd0\u52a8\u89c4\u5212\u548c\u52a8\u529b\u5b66\u6a21\u578b\u3002<\/p>\n

\u8fd9\u4e9b\u6a21\u578b\u5404\u6709\u6240\u957f\uff0c\u5f88\u96be\u76f4\u63a5\u5145\u5f53\u4e00\u4e2a\u901a\u7528\u7684\u673a\u5668\u4ebaPolicy\u3002\u4f46\u5728Karen\u770b\u6765\uff0c\u53ef\u80fd\u4e0d\u662f\u6a21\u578b\u6ca1\u7528\uff0c\u800c\u662f\u6211\u4eec\u4e00\u76f4\u7ed9\u5b83\u4eec\u5b89\u6392\u9519\u4e86\u5de5\u4f5c\u3002<\/p>\n

\u5b83\u4eec\u53ef\u4ee5\u9000\u5230\u8bad\u7ec3\u9636\u6bb5\u5145\u5f53Teacher\uff0c\u628a\u5df2\u6709\u77e5\u8bc6\u8f6c\u5316\u6210\u9ad8\u8d28\u91cf\u7684\u673a\u5668\u4eba\u793a\u8303\u3002<\/p>\n

\u8fc7\u53bb\u51e0\u5e74\uff0c\u8fde\u63a5\u4f20\u7edf\u4eff\u771f\u6a21\u578b\u548c\u673a\u5668\u4eba\u5b66\u4e60\u4e24\u7aef\u7684\u6280\u672f\u4e5f\u5f00\u59cb\u6210\u719f\u3002<\/p>\n

\u4e00\u5934\u662f3D Gaussian Splatting\uff0c\u53ef\u4ee5\u9ad8\u6548\u91cd\u5efa\u771f\u5b9e\u73af\u5883\uff0c\u4e3a\u4e16\u754c\u8d44\u4ea7\u63d0\u4f9bReal-to-Sim\u7684\u90e8\u5206\u89e3\uff1b\u53e6\u4e00\u5934\u662f\u5168\u8eab\u52a8\u4f5c\u8ddf\u8e2a\u7b56\u7565\uff0c\u53ef\u4ee5\u628a\u8fd0\u52a8\u5b66\u8f68\u8ff9\u8f6c\u5316\u6210\u771f\u5b9e\u673a\u5668\u4eba\u7684\u52a8\u4f5c\uff0c\u4e3a\u673a\u5668\u4eba\u884c\u4e3a\u63d0\u4f9bSim-to-Real\u7684\u90e8\u5206\u89e3\u3002<\/p>\n

\u73b0\u5728\u7f3a\u5c11\u7684\uff0c\u5c31\u662f\u628a\u4e24\u7aef\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n

Karen\u56e2\u961f\u5728VLK\u4e2d\u642d\u5efa\u4e86\u4e00\u6761Real-to-Sim-to-Real Pipeline\u3002<\/p>\n

\u6574\u5957\u7cfb\u7edf\u4e0d\u9700\u8981\u4eba\u7c7b\u793a\u8303\uff0c\u5728\u91cd\u5efa\u7684\u5ba4\u5185\u73af\u5883\u4e2d\u81ea\u52a8\u5408\u6210\u4e864.8\u4e07\u6761\u89c6\u89c9\u3001\u8bed\u8a00\u548c\u5168\u8eab\u8fd0\u52a8\u5b66\u8f68\u8ff9\uff0c\u8bad\u7ec3\u51fa\u7684\u7b56\u7565\u8fd8\u80fd\u8fc1\u79fb\u5230\u771f\u5b9e\u7684Unitree G1\u4e0a\uff0c\u5b8c\u6210\u5bfc\u822a\u548c\u7269\u4f53\u642c\u8fd0\u3002<\/p>\n

\u867d\u7136\u8fd9\u8fd8\u4e0d\u80fd\u5f7b\u5e95\u53d6\u4ee3\u771f\u5b9e\u6570\u636e\uff0c\u4f46\u81f3\u5c11\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b\uff1a<\/p>\n

\u673a\u5668\u4ebaScaling\u7684\u8d77\u70b9\uff0c\u672a\u5fc5\u53ea\u80fd\u662f\u62db\u66f4\u591a\u4eba\u9065\u64cd\u4f5c\u673a\u5668\u4eba\uff0c\u4e5f\u53ef\u4ee5\u8ba9\u8fc7\u53bb\u79ef\u7d2f\u7684\u6a21\u578b\u5148\u628a\u6570\u636e\u98de\u8f6e\u8f6c\u8d77\u6765\u3002<\/p>\n

\u90a3\u4e48\u518d\u5f80\u524d\u4e00\u6b65\uff0c\u5982\u679c\u6570\u636e\u5982\u6b64\u91cd\u8981\uff0c\u673a\u5668\u4eba\u662f\u4e0d\u662f\u4e5f\u5e94\u8be5\u56f4\u7ed5\u6570\u636e\u91c7\u96c6\u6765\u8bbe\u8ba1\uff1f<\/p>\n

Sunday Robotics\u5148\u8bbe\u8ba1Skill Capture Glove\u548c\u673a\u5668\u4eba\u624b\uff0c\u518d\u56f4\u7ed5\u8fd9\u53ea\u624b\u8bbe\u8ba1\u6574\u53f0\u673a\u5668\u4eba\uff0c\u53ef\u80fd\u5c31\u662f\u6700\u5177\u4f53\u7684\u56de\u7b54\u3002<\/p>\n

\u5728\u5468\u4e00\u7684\u7814\u8ba8\u4f1a\u4e0a\uff0cSunday Robotics\u521b\u59cb\u4ebaTony Zhao\u63d0\u5230\uff0c\u4ed6\u4eec\u5e76\u4e0d\u662f\u5148\u4e70\u6765\u4e00\u53f0\u673a\u5668\u4eba\uff0c\u518d\u60f3\u529e\u6cd5\u7ed9\u5b83\u91c7\u6570\u636e\u3002<\/p>\n

\uff08Tony Zhao\u4e0eCheng Chi\u5206\u522b\u662fALOHA\u3001ACT\u548cDiffusion Policy\u3001UMI\u7684\u6838\u5fc3\u4f5c\u8005\uff0c2024\u5e74\u5171\u540c\u521b\u529eSunday Robotics\uff0c\u73b0\u5206\u522b\u62c5\u4efbCEO\u548cCTO\uff09<\/p>\n

Tony\u548c\u8054\u5408\u521b\u59cb\u4ebaCheng Chi\u5148\u786e\u5b9a\u4e86Skill Capture Glove\u4e0e\u673a\u5668\u4eba\u624b\u7684\u5f62\u6001\uff0c\u8ba9\u4e24\u8005\u5728\u7ed3\u6784\u4e0a\u5c3d\u53ef\u80fd\u4e00\u4e00\u5bf9\u5e94\uff0c\u518d\u56f4\u7ed5\u8fd9\u53ea\u624b\u8bbe\u8ba1\u673a\u5668\u4eba\u7684\u5176\u4ed6\u90e8\u5206\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u6570\u636e\u4e0d\u518d\u53ea\u662f\u673a\u5668\u4eba\u9020\u597d\u4e4b\u540e\u6536\u96c6\u7684\u8bad\u7ec3\u6750\u6599\u3002\u5b83\u53cd\u8fc7\u6765\u5f00\u59cb\u5b9a\u4e49\u4f20\u611f\u5668\u3001\u673a\u5668\u4eba\u624b\uff0c\u4e43\u81f3\u6574\u53f0\u673a\u5668\u4eba\u7684\u5f62\u6001\u3002<\/p>\n

\u6765\u81eaUIUC\u7684Wenzhen Yuan\u5728\u6f14\u8bb2\u4e2d\u4e5f\u63d0\u5230\u4e86\u7c7b\u4f3c\u7684\u89c2\u70b9\u3002<\/p>\n

\u673a\u5668\u4eba\u624b\u6307\u7684\u5f62\u72b6\u3001\u76f8\u673a\u3001\u5149\u6e90\u548c\u6750\u6599\uff0c\u90fd\u5e94\u8be5\u4e0e\u611f\u77e5\u6a21\u578b\u548c\u64cd\u4f5c\u7b56\u7565\u534f\u540c\u8bbe\u8ba1\u3002\u89e6\u89c9\u667a\u80fd\u4e0d\u53ea\u662f\u4e00\u4e2a\u4f20\u611f\u95ee\u9898\uff0c\u8fd8\u9700\u8981\u4f20\u611f\u5668\u3001\u6570\u636e\u3001\u6a21\u578b\u4e0e\u673a\u5668\u4eba\u5f62\u6001\u5171\u540c\u4f18\u5316\u3002<\/p>\n

\u5982\u679c\u8bf4\u524d\u9762\u7684\u8ba8\u8bba\u8fd8\u96c6\u4e2d\u5728\u4e00\u53cc\u624b\u4e0a\uff0c\u90a3\u4e48\u8bfa\u4ea6\u817e\u5c55\u4f4d\u4e0a\u7684\u5168\u8eab\u52a8\u4f5c\u6355\u6349\uff0c\u53c8\u628a\u540c\u4e00\u4e2a\u95ee\u9898\u6269\u5c55\u5230\u4e86\u6574\u5177\u8eab\u4f53\u3002<\/p>\n

\u4ece\u624b\u81c2\u3001\u8eaf\u5e72\u5230\u53cc\u817f\uff0c\u673a\u5668\u4eba\u8981\u5b66\u4e60\u7684\u4e0d\u518d\u53ea\u662f\u600e\u6837\u6293\u4f4f\u7269\u4f53\uff0c\u8fd8\u5305\u62ec\u600e\u6837\u79fb\u52a8\u3001\u4fdd\u6301\u5e73\u8861\uff0c\u5e76\u5728\u63a5\u89e6\u4e2d\u534f\u8c03\u5168\u8eab\u3002<\/p>\n

\u8fd9\u4e5f\u5f15\u51fa\u4e86\u672c\u5c4aRSS\u4e0a\u53e6\u4e00\u4e2a\u4e0d\u53ef\u5ffd\u89c6\u7684\u65b9\u5411\uff1a\u5168\u8eab\u667a\u80fd\u3002<\/p>\n

\u5728\u4eca\u5e74RSS Early Career Spotlight\u7684\u6f14\u8bb2\u4e2d\uff0c\u6765\u81ea\u9999\u6e2f\u5927\u5b66\u3001\u6e90\u7b56\u672a\u6765\u7684\u674e\u5f18\u626c\u6559\u6388\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u65b9\u5411\uff1a\u5168\u8eab\u667a\u80fd\uff08whole-body intelligence\uff0cWBI\uff09\u3002<\/p>\n

\uff08\u6ce8\uff1a\u5168\u8eab\u667a\u80fd\u662f\u6307\u8ba9\u4eba\u5f62\u673a\u5668\u4eba\u4ece\u5f02\u6784\u7684\u4eba\u7c7b\u4e0e\u673a\u5668\u4eba\u7ecf\u9a8c\u4e2d\u5b66\u4e60\u53ef\u590d\u7528\u7684\u5168\u8eab\u534f\u540c\u5148\u9a8c\uff0c\u5e76\u636e\u6b64\u5728\u771f\u5b9e\u73af\u5883\u4e2d\u751f\u6210\u5b89\u5168\u3001\u81ea\u9002\u5e94\u3001\u53ef\u6267\u884c\u7684\u884c\u4e3a\u3002\u8be6\u60c5\u53ef\u53c2\u8003https:\/\/www.archon.tech\/blog\/whole-body-intelligence\uff09<\/p>\n

\u7b2c\u4e00\u773c\u770b\u5230\u8fd9\u4e2a\u6982\u5ff5\uff0c\u6211\u4eec\u5176\u5b9e\u6709\u70b9\u610f\u5916\u3002<\/p>\n

\u6bd5\u7adf\uff0c\u5b87\u6811\u673a\u5668\u4eba\u5df2\u7ecf\u5728\u6625\u665a\u4e0a\u8dd1\u8df3\u8d77\u821e\uff0c\u4eca\u5e74\u5404\u5bb6\u516c\u53f8\u7684Demo\u548c\u8bba\u6587\u53c8\u90fd\u5728\u5411\u7cbe\u7ec6\u64cd\u4f5c\u53d1\u529b\u3002<\/p>\n

\u4e0b\u534a\u8eab\u5df2\u7ecf\u80fd\u8dd1\uff0c\u4e0a\u534a\u8eab\u4e5f\u8d8a\u6765\u8d8a\u4f1a\u5e72\u6d3b\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u5355\u72ec\u63d0\u51fa\u5168\u8eab\u667a\u80fd\uff1f<\/p>\n

\u95ee\u9898\u53ef\u80fd\u6070\u6070\u85cf\u5728\u201c\u80fd\u8dd1\u201d\u548c\u201c\u80fd\u5e72\u6d3b\u201d\u4e4b\u95f4\u3002<\/p>\n

\u4eca\u5929\u7684\u673a\u5668\u4eba\u53ef\u4ee5\u8d70\u5230\u684c\u524d\uff0c\u7ad9\u7a33\uff0c\u518d\u4f38\u624b\u6293\u53d6\u3002\u4f46\u771f\u5b9e\u4e16\u754c\u91cc\u7684\u4efb\u52a1\uff0c\u5f80\u5f80\u4e0d\u4f1a\u8fd9\u4e48\u914d\u5408\u673a\u5668\u4eba\u3002<\/p>\n

\u642c\u8d77\u81ea\u884c\u8f66\u65f6\uff0c\u53cc\u817f\u9700\u8981\u968f\u7740\u91cd\u91cf\u53d8\u5316\u8c03\u6574\u91cd\u5fc3\uff1b\u4f38\u624b\u53bb\u591f\u8fdc\u5904\u7684\u4e1c\u897f\u65f6\uff0c\u53e6\u4e00\u53ea\u624b\u53ef\u80fd\u8981\u4e3b\u52a8\u62ac\u8d77\u4fdd\u6301\u5e73\u8861\uff1b\u9047\u5230\u72ed\u7a84\u901a\u9053\uff0c\u8fd8\u5f97\u4e00\u8fb9\u4fa7\u8eab\uff0c\u4e00\u8fb9\u7ee7\u7eed\u642c\u8fd0\u3002<\/p>\n

\u5230\u4e86\u8fd9\u91cc\uff0c\u8d70\u8def\u548c\u64cd\u4f5c\u5c31\u4e0d\u80fd\u518d\u88ab\u62c6\u6210\u4e24\u4e2a\u4e92\u4e0d\u76f8\u5e72\u7684\u52a8\u4f5c\u3002\u673a\u5668\u4eba\u9700\u8981\u628a\u817f\u3001\u8170\u3001\u8eaf\u5e72\u548c\u53cc\u624b\u5f53\u6210\u4e00\u4e2a\u6574\u4f53\uff0c\u8fb9\u79fb\u52a8\u3001\u8fb9\u64cd\u4f5c\uff0c\u8fd8\u80fd\u6839\u636e\u73af\u5883\u5b9e\u65f6\u8c03\u6574\u8eab\u4f53\u3002<\/p>\n

\u8fd9\u4e5f\u662f\u674e\u5f18\u626c\u6240\u8bf4\u7684\u5168\u8eab\u667a\u80fd\u3002<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0c\u8fd0\u52a8\u63a7\u5236\u89e3\u51b3\u7684\u662f\u673a\u5668\u4eba\u5982\u4f55\u7a33\u5b9a\u5730\u4eceA\u8d70\u5230B\uff1b\u5168\u8eab\u63a7\u5236\u89e3\u51b3\u7684\u662f\u4e00\u4e2a\u7ed9\u5b9a\u52a8\u4f5c\u5982\u4f55\u88ab\u6574\u5177\u8eab\u4f53\u7a33\u5b9a\u6267\u884c\u3002<\/p>\n

\u800c\u5168\u8eab\u667a\u80fd\u8fd8\u8981\u7ee7\u7eed\u56de\u7b54\uff0c\u9762\u5bf9\u4e00\u4e2a\u964c\u751f\u4efb\u52a1\uff0c\u673a\u5668\u4eba\u8be5\u8c03\u7528\u8eab\u4f53\u7684\u54ea\u4e9b\u90e8\u5206\uff0c\u5982\u4f55\u534f\u8c03\u79fb\u52a8\u4e0e\u64cd\u4f5c\uff0c\u51fa\u4e86\u610f\u5916\u53c8\u80fd\u4e0d\u80fd\u81ea\u5df1\u6062\u590d\u3002<\/p>\n

\u6240\u4ee5\uff0c\u674e\u5f18\u626c\u5e76\u6ca1\u6709\u628a\u5e0c\u671b\u5b8c\u5168\u5bc4\u6258\u5728\u4e00\u4e2a\u4ece\u56fe\u50cf\u76f4\u63a5\u8f93\u51fa\u7535\u673a\u7535\u6d41\u7684\u8d85\u7ea7\u6a21\u578b\u4e0a\uff0c\u800c\u662f\u7ed9\u51fa\u4e86\u4e00\u5957\u5206\u5c42\u7cfb\u7edf\u3002<\/p>\n

\u6700\u4e0a\u5c42\u7684\u201c\u5927\u8111\u201d\u8d1f\u8d23\u7406\u89e3\u8bed\u8a00\u3001\u8c03\u7528\u8bb0\u5fc6\u548c\u957f\u7a0b\u89c4\u5212\uff1b\u4e2d\u95f4\u7684\u5177\u8eab\u6a21\u578b\u628a\u4efb\u52a1\u8f6c\u5316\u6210\u5168\u8eab\u52a8\u4f5c\uff1b\u66f4\u5e95\u5c42\u7684\u8eab\u4f53\u6a21\u578b\u4e0e\u63a7\u5236\u5668\uff0c\u5219\u8d1f\u8d23\u5e73\u8861\u3001\u63a5\u89e6\u548c\u5b9e\u65f6\u6267\u884c\u3002<\/p>\n

\u4e0d\u540c\u6a21\u5757\u5de5\u4f5c\u5728\u4e0d\u540c\u7684\u65f6\u95f4\u5c3a\u5ea6\u4e0a\uff0c\u6700\u540e\u5171\u540c\u5b8c\u6210\u4e00\u4e2a\u4efb\u52a1\u3002\u73b0\u573a\u4ed6\u63d0\u5230\u7684Figure Helix 02\uff0c\u91c7\u7528\u7684\u540c\u6837\u662f\u4ece\u8bed\u4e49\u63a8\u7406\u3001\u5168\u8eab\u52a8\u4f5c\u5230\u5e73\u8861\u63a7\u5236\u7684\u5206\u5c42\u67b6\u6784\u3002<\/p>\n

\u4f46\u95ee\u9898\u6765\u4e86\uff0c\u5982\u679c\u5e95\u5c42\u63a7\u5236\u53ea\u662f\u5176\u4e2d\u4e00\u5c42\uff0c\u4e3a\u4ec0\u4e48\u5b83\u4ecd\u7136\u503c\u5f97\u6295\u5165\u8fd9\u4e48\u591a\u7cbe\u529b\uff1f<\/p>\n

\u5317\u4eac\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u7814\u7a76\u79d1\u5b66\u5bb6\u9ec4\u601d\u8fdc\u5728workshop\u4e2d\uff0c\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5f88\u5f62\u8c61\u7684\u6bd4\u55bb\u3002<\/p>\n

\u4eba\u7c7b\u5927\u8111\u76ae\u5c42\u5927\u7ea6\u6709160\u4ebf\u4e2a\u795e\u7ecf\u5143\uff0c\u800c\u4e3b\u8981\u8d1f\u8d23\u63a7\u5236\u3001\u5e73\u8861\u4e0e\u534f\u8c03\u7684\u5c0f\u8111\uff0c\u5374\u6709\u7ea6690\u4ebf\u4e2a\u795e\u7ecf\u5143\uff0c\u5360\u6574\u4e2a\u5927\u8111\u795e\u7ecf\u5143\u6570\u91cf\u768480%\u4ee5\u4e0a\u3002<\/p>\n

\u673a\u5668\u4eba\u4e5f\u662f\u5982\u6b64\u3002\u8ba9\u5b83\u201c\u77e5\u9053\u8981\u505a\u4ec0\u4e48\u201d\u5f53\u7136\u5f88\u96be\uff0c\u4f46\u8981\u8ba9\u51e0\u5341\u4e2a\u5173\u8282\u5728\u771f\u5b9e\u4e16\u754c\u91cc\u540c\u65f6\u628a\u8fd9\u4ef6\u4e8b\u505a\u597d\uff0c\u540c\u6837\u8fdc\u6ca1\u6709\u89e3\u51b3\u3002<\/p>\n

\u73b0\u5728\u770b\u5230\u7684\u8dd1\u8df3\u3001\u7a7a\u7ffb\uff0c\u5f88\u591a\u8fd8\u662f\u9488\u5bf9\u7279\u5b9a\u52a8\u4f5c\u8bad\u7ec3\u51fa\u6765\u7684\u4e13\u4e1a\u80fd\u529b\uff0c\u8ddd\u79bb\u4e00\u4e2a\u6a21\u578b\u9a7e\u9a6d\u5404\u79cd\u52a8\u4f5c\uff0c\u8fd8\u6709\u76f8\u5f53\u957f\u7684\u8ddd\u79bb\u3002<\/p>\n

\u9ec4\u601d\u8fdc\u7ed9\u51fa\u7684\u8def\u5f84\uff0c\u662f\u5148\u4e3a\u8dd1\u3001\u8df3\u3001\u6500\u722c\u7b49\u4e0d\u540c\u80fd\u529b\u8bad\u7ec3\u591a\u4e2a\u4e13\u4e1a\u63a7\u5236\u6a21\u578b\uff0c\u518d\u8ba9\u8fd9\u4e9b\u4e13\u5bb6\u4ea7\u751f\u9ad8\u8d28\u91cf\u7684\u8fd0\u52a8\u8f68\u8ff9\uff0c\u4ea4\u7ed9\u4e00\u4e2a\u66f4\u901a\u7528\u7684\u6a21\u578b\u5b66\u4e60\u3002<\/p>\n

\u5c0f\u6a21\u578b\u5148\u628a\u5355\u9879\u6280\u80fd\u7ec3\u5230\u8db3\u591f\u597d\uff0c\u5927\u6a21\u578b\u518d\u5438\u6536\u5b83\u4eec\u7684\u7ecf\u9a8c\uff0c\u83b7\u5f97\u66f4\u52a0\u5e7f\u6cdb\u7684\u8eab\u4f53\u80fd\u529b\u3002<\/p>\n

\u5982\u679c\u56de\u5934\u770b\u524d\u9762\u7684\u51e0\u4f4d\u6f14\u8bb2\u8005\uff0c\u4f1a\u53d1\u73b0\u7c7b\u4f3c\u7684\u601d\u8def\u4e00\u76f4\u5728\u91cd\u590d\u51fa\u73b0\u3002<\/p>\n

Karen Liu\u8ba9\u5df2\u6709\u7684\u4e13\u4e1a\u6a21\u578b\u9000\u5230\u8bad\u7ec3\u9636\u6bb5\u5145\u5f53Teacher\uff0cTony Zhao\u5728\u9ad8\u5c42\u7b56\u7565\u4e0e\u5e95\u5c42\u63a7\u5236\u4e4b\u95f4\u5bfb\u627e\u5408\u9002\u7684\u7cfb\u7edf\u63a5\u53e3\uff0c\u9ec4\u601d\u8fdc\u7528\u591a\u4e2a\u4e13\u4e1a\u6a21\u578b\u4e3a\u901a\u7528\u63a7\u5236\u6a21\u578b\u63d0\u4f9b\u7ecf\u9a8c\uff0c\u674e\u5f18\u626c\u628a\u8fd9\u4e9b\u80fd\u529b\u653e\u8fdb\u4e00\u5957\u5168\u8eab\u667a\u80fd\u7cfb\u7edf\u4e2d\uff0c Wenzhen Yuan\u5219\u8bd5\u56fe\u5c06\u89e6\u89c9\u611f\u77e5\u878d\u5165\u673a\u5668\u4eba\u7684\u57fa\u7840\u6a21\u578b\u4e2d\u3002<\/p>\n

\uff08\u6ce8\uff1aTony Zhao\u8fd8\u63d0\u5230\uff0c\u673a\u5668\u4eba\u4e0d\u592a\u53ef\u80fd\u53ea\u9760\u4e00\u4e2a\u4ece\u56fe\u50cf\u76f4\u63a5\u8f93\u51fa\u7535\u673a\u7535\u6d41\u7684\u6a21\u578b\u89e3\u51b3\u6240\u6709\u95ee\u9898\u3002\u9ad8\u5c42\u7b56\u7565\u8d1f\u8d23\u7406\u89e3\u4efb\u52a1\u3001\u751f\u6210\u52a8\u4f5c\u76ee\u6807\uff0c\u5e95\u5c42\u63a7\u5236\u8d1f\u8d23\u5e73\u8861\u4e0e\u7a33\u5b9a\u6267\u884c\uff0c\u800c\u4e24\u8005\u4e4b\u95f4\u5e94\u8be5\u7528\u4ec0\u4e48\u6837\u7684\u52a8\u4f5c\u8868\u793a\u8fde\u63a5\uff0c\u4ecd\u7136\u9700\u8981\u4e13\u95e8\u8bbe\u8ba1\uff09<\/p>\n

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\u4e00\u4f4d\u6765\u81eaPhysical Intelligence\u7684\u4eba\u58eb\u544a\u8bc9\u6211\u4eec\uff0c\u7f8e\u56fd\u5728\u5192\u51fa\u51e0\u5bb6\u5177\u8eab\u516c\u53f8\u540e\uff0c\u5f88\u5feb\u8fdb\u5165\u4e86\u4e00\u4e2a\u76f8\u5bf9\u5e73\u9759\u7684\u9636\u6bb5\uff0c\u56fd\u5185\uff08\u4e2d\u56fd\uff09\u5374\u51e0\u4e4e\u6bcf\u5929\u90fd\u6709\u65b0\u516c\u53f8\u51fa\u73b0\uff0c\u800c\u4e14\u5927\u591a\u8fd8\u80fd\u62ff\u5230\u878d\u8d44\u3002<\/p>\n

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\u90a3\u4e48\u95ee\u9898\u6765\u4e86\u3002<\/p>\n

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\u4e2d\u56fd\u5728\u4f9b\u5e94\u94fe\u3001\u4ef7\u683c\u548c\u4ea4\u4ed8\u80fd\u529b\u4e0a\u7684\u4f18\u52bf\uff0c\u8ba9\u673a\u5668\u4eba\u7387\u5148\u62ff\u5230\u4e86\u51fa\u6d77\u8239\u7968\u3002\u6a21\u578b\u5982\u4f55\u9002\u5e94\u5f53\u5730\u4efb\u52a1\uff0c\u6570\u636e\u5982\u4f55\u5f62\u6210\u95ed\u73af\uff0c\u5f00\u53d1\u8005\u751f\u6001\u5982\u4f55\u5efa\u7acb\uff0c\u4ecd\u7136\u9700\u8981\u5728\u5f53\u5730\u91cd\u65b0\u751f\u957f\u3002<\/p>\n

\u800c\u4e14\uff0c\u8fd9\u53ef\u80fd\u8fd8\u4e0d\u53ea\u662f\u4e2d\u56fd\u516c\u53f8\u7684\u95ee\u9898\u3002<\/p>\n

\u53e6\u4e00\u4f4d\u6765\u81eaPhysical Intelligence\u7684\u4eba\u58eb\u544a\u8bc9\u6211\u4eec\uff0c\u5305\u62ecPhysical Intelligence\u5728\u5185\uff0c\u5317\u7f8e\u5934\u90e8\u5177\u8eab\u516c\u53f8\u8ddd\u79bb\u6210\u719f\u90fd\u8fd8\u6709\u4e00\u6bb5\u8ddd\u79bb\uff0c\u6574\u4e2a\u9886\u57df\u4e5f\u6ca1\u6709\u51fa\u73b0\u771f\u6b63\u7684\u5960\u57fa\u6027\u5de5\u4f5c\u3002<\/p>\n

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\u5728\u4ed6\u7684\u5370\u8c61\u91cc\uff0c\u4e2d\u56fd\u771f\u6b63\u9886\u5148\u7684\u6070\u6070\u662f\u673a\u5668\u4eba\u786c\u4ef6\u3002\u65e2\u7136\u7f8e\u56fd\u7684\u7b54\u6848\u540c\u6837\u6ca1\u6709\u6210\u719f\uff0c\u4e2d\u56fd\u516c\u53f8\u53c8\u4f55\u5fc5\u6025\u7740\u628a\u81ea\u5df1\u5b9a\u4e49\u6210\u8c01\u7684\u590d\u5236\u54c1\uff1f<\/p>\n

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Matei Ciocarlie\u5728\u5f00\u5e55\u5f0f\u4e0a\u8bb2\u5f97\u5f88\u597d\uff0c\u5728\u7ed3\u5c3e\u4e0e\u5927\u5bb6\u5206\u4eab\u539f\u6587\uff1a<\/p>\n

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\u73b0\u573a\u6709\u591a\u5c11\u5b66\u751f\uff1f\u8bf7\u4e3e\u4e00\u4e0b\u624b\u3002\u6b22\u8fce\u5927\u5bb6\u3002<\/p>\n

\u8fd8\u6709\u8c01\u662f\u7b2c\u4e00\u6b21\u53c2\u52a0RSS\uff1f<\/p>\n

\u54c7\uff0c\u975e\u5e38\u591a\u4eba\uff0c\u6b22\u8fce\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u6211\u4eec\u8981\u6765\u4f1a\u8bae\uff1f<\/p>\n

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\u56e0\u4e3a\u4f1a\u8bae\u771f\u6b63\u91cd\u8981\u7684\uff0c\u662f\u4eba\u4e0e\u4eba\u7684\u4ea4\u6d41\uff0c\u662f\u804a\u5929\u3001\u8ba8\u8bba\u548c\u9762\u5bf9\u9762\u7684\u8fde\u63a5\u3002<\/p>\n

\u6240\u4ee5\uff0c\u6211\u60f3\u5206\u4eab\u4e00\u4e2a\u5c0f\u5efa\u8bae\u3002<\/p>\n

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\u4f46\u8fd9\u5176\u5b9e\u633a\u96be\u3002<\/p>\n

\u6240\u4ee5\u540e\u6765\uff0c\u6211\u53d1\u73b0\u4e86\u4e00\u4e2a\u767e\u5206\u4e4b\u767e\u6709\u6548\u7684\u65b9\u6cd5\uff0c\u4fdd\u8bc1\u6210\u529f\uff0c\u7edd\u4e0d\u4f1a\u5931\u8d25\u3002<\/p>\n

\u65b9\u6cd5\u5c31\u662f\uff1a\u7b49\u4f60\u73b0\u5728\u7684Conference Buddy\uff0c\u672a\u6765\u53d8\u6210\u5927\u725b\u3002<\/p>\n

\u771f\u7684\u3002<\/p>\n

RSS 2012\u540c\u6837\u5728\u6089\u5c3c\u4e3e\u529e\u3002\u5f53\u65f6Kris Hauser\u6b63\u5728\u62cd\u7167\uff0cDylan Shell\u5750\u5728\u90a3\u91cc\uff0c\u6211\u548cAnca Dragan\u4e5f\u5728\u3002\u90a3\u65f6\u6211\u4eec\u90fd\u8fd8\u6ca1\u4ec0\u4e48\u540d\u6c14\uff0c\u53ea\u662f\u4e00\u8d77\u73a9\u3001\u4e00\u8d77\u804a\u5929\u3001\u4e00\u8d77\u8ba4\u8bc6\u5f7c\u6b64\u3002<\/p>\n

\u540e\u6765\uff0cDylan\u7a7f\u4e0a\u4e86RSS\u7a0b\u5e8f\u4e3b\u5e2d\u7684\u590f\u5a01\u5937\u886c\u886b\uff0cKris\u4e5f\u7a7f\u8fc7\uff0c\u4eca\u5e74\u8f6e\u5230\u4e86\u6211\u3002<\/p>\n

\u6240\u4ee5\uff0c\u53bb\u548c\u77e5\u540d\u6559\u6388\u804a\u5929\u5b8c\u5168\u6ca1\u6709\u95ee\u9898\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u8d70\u8fc7\u53bb\u8bf4\uff1a\u201cHi\uff0c\u6211\u5f88\u559c\u6b22\u4f60\u7684\u5de5\u4f5c\uff0c\u53ef\u4ee5\u804a\u804a\u5417\uff1f\u201d\u8fd9\u5b8c\u5168\u53ef\u4ee5\u3002<\/p>\n

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\u4e0d\u8981\u8fd9\u6837\u3002<\/p>\n

\u8ba4\u771f\u8ba4\u8bc6\u4f60\u773c\u524d\u7684\u4eba\u3002<\/p>\n

\u7b2c\u4e8c\u4ef6\u4e8b\uff0c\u662f\u5173\u4e8e\u7126\u8651\u3002<\/p>\n

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\u7b2c\u4e00\u662f\u7ec8\u8eab\u6559\u804c\uff0c\u7b2c\u4e8c\u662fPerspective\uff0c\u4e5f\u5c31\u662f\u770b\u95ee\u9898\u7684\u89d2\u5ea6\u3002<\/p>\n

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\u8c22\u8c22\u5927\u5bb6\u3002<\/p>\n

RSS 2026\uff0c\u6b63\u5f0f\u5f00\uff08\u95ed\uff09\u5e55\uff01<\/p>\n

\n

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