{"id":14223,"date":"2026-08-11T08:05:14","date_gmt":"2026-08-11T08:05:14","guid":{"rendered":"http:\/\/nxhdyxdsj.com\/?p=14223"},"modified":"2026-08-11T08:05:14","modified_gmt":"2026-08-11T08:05:14","slug":"%e5%af%b9%e8%af%9d%e5%bd%b1%e6%ba%af%e7%ab%a0%e5%9b%bd%e9%94%8b%ef%bc%9a%e4%ba%92%e8%81%94%e7%bd%91%e6%95%b0%e6%8d%ae%e6%89%8d%e6%98%af%e7%a9%ba%e9%97%b4%e6%99%ba%e8%83%bd%e6%9c%80%e9%9c%80%e8%a6%81","status":"publish","type":"post","link":"https:\/\/nxhdyxdsj.com\/?p=14223","title":{"rendered":"\u5bf9\u8bdd\u5f71\u6eaf\u7ae0\u56fd\u950b\uff1a\u4e92\u8054\u7f51\u6570\u636e\u624d\u662f\u7a7a\u95f4\u667a\u80fd\u6700\u9700\u8981\u7684\u300c\u592a\u9633\u80fd\u300d"},"content":{"rendered":"

<\/p>\n

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 <\/p>\n

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\u4ee5\u4e0b\u662f\u672c\u6b21\u5bf9\u8bdd\u7cbe\u7f16\u3002<\/p>\n

 <\/p>\n

01 <\/span><\/h1>\n

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 <\/p>\n

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 <\/p>\n

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\u8fd9\u5bf9\u4e09\u7ef4\u9886\u57df\u7684\u610f\u4e49\u975e\u5e38\u5927\u3002\u8fc7\u53bb\u6211\u4eec\u66f4\u591a\u662f\u5728\u663e\u5f0f\u5730\u8ba1\u7b97\u51e0\u4f55\u3001\u8bbe\u8ba1\u89c4\u5219\uff0c\u6216\u8005\u4f7f\u7528\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff1b\u73b0\u5728\u7b2c\u4e00\u6b21\u6709\u673a\u4f1a\u8ba9\u6a21\u578b\u4ece\u5927\u91cf\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u91cc\uff0c\u81ea\u5df1\u5b66\u4e60\u7a7a\u95f4\u7ed3\u6784\u3001\u8fd0\u52a8\u89c4\u5f8b\uff0c\u751a\u81f3\u8fdb\u4e00\u6b65\u5b66\u4e60\u7269\u7406\u548c\u9884\u6d4b\u3002<\/p>\n

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 <\/p>\n

\u5f20\u9e4f\uff1a\u6240\u4ee5Scaling \u6240\u9700\u8981\u7684\u6570\u636e\u5c31\u6210\u4e86\u95ee\u9898\u3002\u5177\u8eab\u6570\u636e\u8fd9\u51e0\u5e74\u7684\u98ce\u5411\u53d8\u4e86\u597d\u51e0\u8f6e\uff0cALOHA \u5e26\u706b\u9065\u64cd\u4f5c\uff0cEgoScale \u5e26\u706b\u7b2c\u4e00\u4eba\u79f0\u3002\u4f46\u611f\u89c9\u8fd9\u4e9b\u6570\u636e\u4f3c\u4e4e\u8fd8\u662f\u4e0d\u592a\u591f\u7528\u5427\uff1f<\/span><\/p>\n

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\u6240\u4ee5\u6211\u4eec\u5224\u65ad\uff0c\u4e0b\u4e00\u9636\u6bb5\u7684\u5173\u952e\u4e0d\u662f\u6362\u4e00\u79cd\u65b9\u5f0f\u7ee7\u7eed\u91c7\uff0c\u800c\u662f\u628a\u4e92\u8054\u7f51\u4e0a\u5df2\u7ecf\u5b58\u5728\u7684\u6d77\u91cf2D\u5f71\u50cf\uff0c\u8f6c\u5316\u6210\u7ed3\u6784\u5316\u76843D\/4D\u6570\u636e\u3002\u673a\u5668\u4eba\u6700\u7ec8\u8981\u5728\u4e09\u7ef4\u7684\u7269\u7406\u4e16\u754c\u91cc\u884c\u52a8\uff0c3D\u4e0d\u53ea\u662f\u4e00\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u66f4\u662f\u673a\u5668\u7406\u89e3\u4e16\u754c\u3001\u9884\u6d4b\u53d8\u5316\u548c\u91c7\u53d6\u884c\u52a8\u7684\u57fa\u7840\uff0c\u4e5f\u4f1a\u6210\u4e3aWorld Action Model\u7684\u6838\u5fc3\u3002<\/p>\n

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 <\/p>\n

\u5f20\u9e4f\uff1a\u5728\u4f60\u770b\u6765\uff0c\u4e16\u754c\u6a21\u578b\u7684\u8def\u7ebf\u56fe\u80cc\u540e\uff0c\u6709\u54ea\u4e9b\u6280\u672f\u652f\u6491\u70b9\u8981\u4e32\u8d77\u6765\uff1f<\/span><\/p>\n

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2D \u7684\u5f88\u591a\u4e1c\u897f\u5b9a\u4e49\u5728\u50cf\u7d20\u4e0a\uff0c\u4f46\u7269\u7406\u7684\u89c4\u5f8b\uff0c\u6bd4\u5982\u8bf4\u7269\u7406\u516c\u5f0f\u4e0d\u662f\u5b9a\u4e49\u5728\u50cf\u7d20\u4e0a\u7684\uff0c\u800c\u662f\u5b9a\u4e49\u5728 3D \u7a7a\u95f4\u4e0a\u7684\uff0c\u786c\u8981\u5bf9\u5e94\u5230 2D \u50cf\u7d20\u4e0a\uff0c\u4f1a\u5e26\u6765\u5f88\u591a\u989d\u5916\u7684\u8d1f\u62c5\u3002\u4e8c\u7ef4\u56fe\u50cf\u53ea\u662f\u5c40\u90e8\u7684\u89c2\u6d4b\uff0c\u672c\u8eab\u5b58\u5728\u5927\u91cf\u5197\u4f59\uff0c\u4e5f\u4e0d\u662f\u5bf9\u4e16\u754c\u72b6\u6001\u552f\u4e00\u7684\u8868\u8fbe\uff0c\u540c\u4e00\u4e2a\u4e8c\u7ef4\u89c2\u6d4b\u80cc\u540e\u53ef\u80fd\u5bf9\u5e94\u591a\u79cd\u4e0d\u540c\u7684\u771f\u5b9e\u4e09\u7ef4\u72b6\u6001\u3002\u6a21\u578b\u8fd8\u9700\u8981\u989d\u5916\u53bb\u7ef4\u62a4\u65f6\u7a7a\u4e00\u81f4\u6027\uff0c\u8fc7\u7a0b\u4e2d\u4e5f\u5bb9\u6613\u4ea7\u751f\u8bef\u5dee\u7d2f\u79ef\u3002<\/p>\n

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\u6709\u4e86\u751f\u6210\u4e4b\u540e\uff0c\u8fd8\u8981\u80fd\u7406\u89e3\uff0c\u6709\u9884\u6d4b\uff0c\u8fd8\u6709\u80fd\u7edf\u4e00\u3002\u89c2\u6d4b\u662f\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\u7684\u72b6\u6001\uff0c\u8fdb\u4e00\u6b65\u9700\u8981\u63a8\u6f14\u9884\u6d4b\uff0c\u518d\u884c\u52a8\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6211\u770b\u5230\u4e00\u4e2a\u676f\u5b50\uff0c\u8981\u5224\u65ad\u8fd9\u4e2a\u676f\u5b50\u91cc\u53ef\u80fd\u6709\u4ec0\u4e48\uff0c\u6709\u6c34\uff0c\u6293\u5b83\u7684\u65f6\u5019\u8981\u6ce8\u610f\u4ec0\u4e48\u3002 \u672a\u6765\u7684\u7a7a\u95f4\u667a\u80fd\u6a21\u578b\uff0c\u5b83\u4e00\u5b9a\u662f\u4e00\u4e2a\u6574\u4f53\u7684\u6a21\u578b\uff0c\u4e0d\u4f1a\u62c6\u5206\u6210\u4e00\u4e2a\u751f\u6210\u6a21\u578b\u518d\u52a0\u4e00\u4e2a\u4ec0\u4e48\u4e1c\u897f\uff0c\u800c\u662f\u751f\u6210\u3001\u7406\u89e3\u3001\u9884\u6d4b\u3001\u63a8\u6f14\u4e00\u4f53\u5316\u3002<\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u6587\u672c\u4e16\u754c\u91cc\u4eba\u7c7b\u79ef\u7d2f\u4e86\u5927\u91cf\u6570\u636e\uff0c\u53ea\u8981\u6562 S caling\uff0c\u8fd9\u4ef6\u4e8b\u5c31\u80fd\u5b9e\u73b0\u3002\u4f46\u5728\u5177\u8eab\u3001\u7a7a\u95f4\u667a\u80fd\u7684\u4e16\u754c\u91cc\uff0c\u6570\u636e\u662f\u4e2a\u5361\u70b9\u3002\u4f60\u7684\u89c6\u89d2\u91cc\uff0c\u5b83\u5230\u5e95\u5361\u5728\u4ec0\u4e48\u7ef4\u5ea6\u4e0a\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u73b0\u5728\u8fd9\u5957\u6df1\u5ea6\u5b66\u4e60\u8303\u5f0f\uff0c\u5927\u5bb6\u5176\u5b9e\u6709\u4e00\u4e2a\u5171\u540c\u4fe1\u4ef0\uff0c\u5c31\u662f Scaling\u3002\u4f60\u5e0c\u671b\u6700\u540e\u51fa\u73b0\u901a\u7528\u667a\u80fd\uff0c\u5c31\u4e00\u5b9a\u8981\u8ba9\u6a21\u578b\u770b\u5230\u8db3\u591f\u5927\u91cf\u3001\u8db3\u591f\u591a\u6837\u7684\u4e16\u754c\u3002<\/p>\n

\u7a7a\u95f4\u667a\u80fd\u73b0\u5728\u6700\u5927\u7684\u95ee\u9898\uff0c\u662f\u6570\u636e\u7684\u751f\u4ea7\u65b9\u5f0f\u8fd8 Scale \u4e0d\u8d77\u6765\u3002<\/p>\n

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 <\/p>\n

\u5f20\u9e4f\uff1a\u6240\u4ee5\u7a7a\u95f4\u667a\u80fd \u7684 \u95ee\u9898\u8981\u97603D\u7684\u6570\u636e\u6765\u89e3\uff0c\u800c\u8981\u6279\u91cf\u62e5\u6709\u9ad8\u8d28\u91cf3D\u6570\u636e\uff0c\u6838\u5fc3\u662f\u6279\u91cf\u6709\u6548\u7684\u4ece2D\u6570\u636e\u5347\u7ef4\u52303D\u6570\u636e\u3002\u90a3\u4f60\u600e\u4e48\u5b9a\u4e49\u8fd9\u4e2a\u53ef\u4ee5\u63d0\u4f9b\u6a21\u578b\u8bad\u7ec3\u7684\u6570\u636e\u8d28\u91cf \uff1f\u5728\u7a7a\u95f4\u667a\u80fd\u7684\u4e16\u754c\u91cc\uff0c\u6570\u636e\u7684\u300c\u597d\u300d\u6709\u54ea\u4e9b\u5fc5\u7136\u8981\u5b9e\u73b0\u7684\u6761\u4ef6\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u5b83\u4e00\u5b9a\u662f 3D \u5750\u6807\u7cfb\u4e0b\u7684\u591a\u6a21\u6001\u6570\u636e\u3002\u8fc7\u53bb 2D \u56fe\u50cf\u89c6\u9891\u5197\u4f59\u5f88\u5927\uff0c\u90fd\u53ea\u662f\u73b0\u8c61\uff0c\u4f5c\u4e3a\u6570\u636e\u7ec4\u7ec7\u4e0d\u591f\u9ad8\u6548\uff0c\u8bf4\u5230\u5e95\u662f\u4e0d\u591f\u672c\u8d28\uff0c\u65e0\u6cd5\u4f53\u73b0\u8fd9\u4e2a\u4e16\u754c\u7684\u771f\u5b9e\u72b6\u6001\uff0c\u6ca1\u6709\u7269\u7406\u5c5e\u6027\u3002\u53ea\u6709\u66f4\u9ad8\u7ef4\u3001\u66f4\u672c\u8d28\u7684\u6570\u636e\uff0c\u624d\u80fd\u76f4\u63a5\u53bb\u8bad\u7ec3\u66f4\u9ad8\u7ef4\u7684\u6a21\u578b\u3002<\/p>\n

\u81f3\u4e8e\u4ec0\u4e48\u662f\u9ad8\u8d28\u91cf\u7684\u6570\u636e\uff0c\u884c\u4e1a\u91cc\u5305\u62ec\u5177\u8eab\u5728\u5185\u8fd8\u6ca1\u6709\u6807\u51c6\uff0c\u5927\u5bb6\u90fd\u5728\u6478\u7d22\u3002\u4ee5\u524d\u5927\u5bb6\u90fd\u53bb\u91c7\u9065\u64cd\u6570\u636e\u3001\u7b2c\u4e00\u89c6\u89d2\u6570\u636e\uff0c\u4f46\u91c7\u56de\u6765\u7684\u8fd8\u662f 2D \u6570\u636e\uff0c\u7ed9\u5177\u8eab\u8bad\u7ec3\u5e76\u4e0d\u9ad8\u6548\u3002\u91c7\u96c6\u4e4b\u540e\uff0c\u8fd8\u9700\u8981\u505a 3D \u7ed3\u6784\u5316\u3001\u6253\u6807\u6ce8\uff0c\u6062\u590d\u8fd0\u52a8\u7269\u4f53\u7684\u4f4d\u59ff\u548c\u65f6\u5e8f\u4e0a\u7684\u5bf9\u5e94\uff0c\u8fc7\u7a0b\u4e5f\u6bd4\u8f83\u7e41\u7410\u3002<\/p>\n

\u6240\u4ee5 \u597d\u6570\u636e\u7684\u6807\u51c6\u662f\u5168\u91cf\uff0c\u4e0d\u662f\u5355\u4e00\u5c40\u90e8\u7684\u753b\u9762\uff0c\u800c\u662f\u5b8c\u6574\u7684 3D \u4fe1\u606f\uff0c\u751a\u81f3\u628a\u65f6\u5e8f\u5bf9\u5e94\u3001\u56e0\u679c\u5173\u7cfb\u90fd \u5d4c \u5728\u91cc\u9762\u3002\u62ff\u8fd9\u6837\u7684\u6570\u636e\u8bad\u7ec3\uff0c\u5177\u8eab\u624d\u80fd\u771f\u6b63\u7406\u89e3\u6574\u4e2a\u7a7a\u95f4\uff0c\u5177\u5907\u5f88\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\u3002 \u800c\u8fd9\u6b63\u662f\u5f71\u6eaf\u76843D\u4e16\u754c\u6a21\u578b\u7684\u4f18\u52bf\uff0c\u80fd\u591f\u4ece2D\u6570\u636e\u81ea\u52a8\u9ad8\u6548\u5730\u751f\u6210\u51fa\u5168\u91cf\u76843D\u573a\u666f\u6570\u636e\u3002<\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u6240\u4ee5\u9065\u64cd\u91c7\u96c6\u6570\u636e\u4e5f\u4e0d\u662f\u6ca1\u6709\u4ef7\u503c\u3002\u5982\u679c\u7ed9\u8fd9\u4e9b\u6570\u636e\u6392\u4e2a\u5e8f\uff0c\u6211\u4eec\u5e94\u8be5\u8ffd\u6c42\u4ec0\u4e48\u624d\u662f\u6700\u9ad8\u6548\u7684\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u6570\u636e\u80af\u5b9a\u4e0d\u662f\u5355\u4e00\u6765\u6e90\uff0c\u5b83\u5e94\u8be5\u662f\u4e00\u4e2a\u91d1\u5b57\u5854\u7684\u5c42\u6b21\uff0c\u5c31\u50cf\u4eba\u7c7b\u7528\u80fd\u6e90\uff0c\u4f1a\u6709\u70e7\u6728\u67f4\u7684\uff0c\u6709\u6316\u77f3\u6cb9\u7684\uff0c\u4e5f\u6709\u9633\u5149\uff0c\u4e0d\u540c\u7684\u5c42\u5bf9\u5e94\u4e0d\u540c\u7684\u83b7\u53d6\u65b9\u5f0f\u548c\u6210\u672c\u3002<\/p>\n

\u5b9e\u9645\u91c7\u96c6\u7684\u6570\u636e\uff0c\u9065\u64cd\u3001Egocentric\u3001\u4ee5\u53ca\u6a21\u62df\u4eff\u771f\u7684\u6570\u636e\uff0c\u90fd\u6709\u4ef7\u503c\uff0c\u4f46\u66f4\u50cf\u70e7\u6728\u67f4\u3001\u6316\u77f3\u6cb9\u3002\u4f60\u8981\u4e00\u70b9\u70b9\u53bb\u91c7\u3001\u53bb\u6316\uff0c\u5f88\u96be\u591f\u5230\u4e92\u8054\u7f51\u7684\u91cf\u7ea7\u3002\u5c31\u50cf\u56fe\u50cf\u89c6\u9891\u662f\u51e0\u5341\u4ebf\u4eba\u82b1\u51e0\u5341\u5e74\u79ef\u7d2f\u51fa\u6765\u7684\uff0c\u9760\u73b0\u5728\u77ed\u65f6\u95f4\u53bb\u91c7\uff0c\u57fa\u672c\u6ca1\u6709\u53ef\u80fd\u3002<\/p>\n

\u91d1\u5b57\u5854\u7684\u6700\u5e95\u5c42\uff0c\u8981\u6709\u6700\u5927\u91cf\u3001\u8fbe\u5230\u4e92\u8054\u7f51\u7ea7\u522b\uff0c\u5f97\u50cf\u9633\u5149\u4e00\u6837\u65e0\u5904\u4e0d\u5728\uff0c\u5173\u952e\u662f\u4f60\u80fd\u4e0d\u80fd\u628a\u5b83\u7167\u8fdb\u6765\u3001\u5229\u7528\u8d77\u6765\u3002<\/span><\/p>\n

\u771f\u6b63\u8bad\u7ec3\u9700\u8981\u7684\u662f\u4e0d\u540c\u6570\u636e\u7684\u914d\u6bd4\uff0c\u6709\u4e9b\u6570\u636e\u4e00\u5b9a\u8981\u4fdd\u8bc1\u8db3\u591f\u591a\u7684\u91cf\u3001\u8db3\u591f\u591a\u7684\u591a\u6837\u6027\u6570\u636e\uff0c\u6a21\u578b\u624d\u5177\u5907\u5f88\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff1b\u6bd4\u5982\u6211\u8981\u751f\u6210\u975e\u5e38\u9ad8\u6e05\u6670\u5ea6\u7684\u5185\u5bb9\uff0c\u5c31\u9700\u8981\u4e00\u4e9b\u5f88\u9ad8\u5206\u8fa8\u7387\u7684\u6570\u636e\uff0c\u5e2e\u52a9\u63d0\u5347\u6700\u540e\u751f\u6210\u7684\u7cbe\u7ec6\u5ea6\u3002\u6240\u4ee5\u4e0d\u540c\u7684\u6570\u636e\u6709\u4e0d\u540c\u7684\u4ef7\u503c\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u770b\u8d77\u6765\u628a\u4e92\u8054\u7f51\u6570\u636e\u8fd9\u79cd\u5df2\u7ecf\u5b58\u5728\u300c\u9633\u5149\u300d\uff0c\u8f6c\u5316\u4e3a\u300c\u592a\u9633\u80fd\u300d\u8fd0\u7528\u5230\u7a7a\u95f4\u667a\u80fd\u7684\u53d1\u5c55\u4e0a\uff0c\u662f\u4f60\u6700\u6838\u5fc3\u7684\u601d\u8003\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b \uff1a <\/span>\u4eca\u5929\u6700\u5927\u7684\u5361\u70b9\u5728\u6700\u5e95\u5c42\uff0c\u6587\u5b57\u3001\u56fe\u50cf\u3001\u89c6\u9891\u90fd\u6709\u4e92\u8054\u7f51\u7ea7\u522b\u7684\u91cf\uff0c\u552f\u72ec 3D \u6ca1\u6709\u539f\u751f\u7684\u3001\u4e92\u8054\u7f51\u7ea7\u522b\u7684\u6570\u636e <\/span>\u3002\u6211\u4eec\u4ece\u73b0\u6709\u89c6\u9891\u5165\u624b\uff0c\u4e92\u8054\u7f51\u4e0a\u7684\u6d77\u91cf\u89c6\u9891\u672c\u8eab\u542b 3D \u4fe1\u606f\uff0c\u5173\u952e\u662f\u80fd\u4e0d\u80fd\u628a\u5b83\u62bd\u53d6\u51fa\u6765\uff0c\u751a\u81f3\u53d8\u6210\u5168\u91cf\u7684\u3001\u9ad8\u8d28\u91cf\u7684 3D \u6570\u636e\u3002\u8fd9\u4e5f\u76f8\u5f53\u4e8e\u628a\u65e0\u5904\u4e0d\u5728\u7684\u9633\u5149\uff0c\u53d8\u6210\u80fd\u91cf\u3002<\/p>\n

\u73b0\u5728\u4e5f\u6709\u4e00\u4e9b\u62ff\u5230 3D \u6570\u636e\u7684\u529e\u6cd5\uff0c\u6bd4\u5982\u7528\u6df1\u5ea6\u76f8\u673a\u53bb\u62cd\uff0c\u5f97\u5230\u7684\u753b\u9762\u5e26\u6709\u8ddd\u79bb\u4fe1\u606f\uff08\u4e5f\u5c31\u662f RGBD \u6570\u636e\uff09\u3002\u4f46\u8fd9\u79cd\u6570\u636e\u662f\u5c40\u90e8\u7684\u3001\u4e0d\u5b8c\u6574\u7684\uff0c\u5b83\u591f\u300c\u91cd\u5efa\u300d\u7528\uff0c\u4e0d\u591f\u300c\u751f\u6210\u300d\u7528\u3002<\/p>\n

\u91cd\u5efa\u662f\u628a\u62cd\u5230\u7684\u4e1c\u897f\u8fd8\u539f\u51fa\u6765\uff0c\u62cd\u5230\u591a\u5c11\u3001\u8fd8\u539f\u591a\u5c11\uff0c\u6240\u4ee5\u62ff\u8fd9\u79cd\u4e0d\u5b8c\u6574\u6570\u636e\u3001\u518d\u52a0\u4e00\u4e9b\u5408\u6210\u6570\u636e\u53bb\u8bad\u7ec3\u5c31\u53ef\u4ee5\uff0c\u6548\u679c\u4e5f\u4e0d\u9519\uff0c\u6bd4\u5982 VGGT \uff08Visual Geometry Grounded Transformer\uff09\u5c31\u662f\u7528 Transformer \u524d\u9988\u5f0f\u5730\u505a 3D \u91cd\u5efa\u3002\u91cd\u5efa\u8fd9\u4ef6\u4e8b\u540c\u6837\u7b26\u5408 Scaling Law\uff0c\u6570\u636e\u8d8a\u591a\uff0c\u80fd\u529b\u8d8a\u5f3a\u3002<\/p>\n

\u4f46\u751f\u6210\u4e0d\u4e00\u6837\uff0c\u6a21\u578b\u8981\u80fd\u8865\u5168\u6ca1\u62cd\u5230\u7684\u90e8\u5206\uff0c\u8bad\u7ec3\u65f6\u5c31\u5fc5\u987b\u7ed9\u5b83\u770b\u5b8c\u6574\u7684\u6837\u672c\u3002\u4e00\u5f20\u56fe\u50cf\uff0c\u5bf9\u5e94\u4e00\u4e2a\u5b8c\u6574\u7684 3D \u573a\u666f\u3002\u8fd9\u6837\u7684\u6570\u636e\u76ee\u524d\u975e\u5e38\u7f3a\uff0c\u8981\u8fbe\u5230\u4e92\u8054\u7f51\u7ea7\u522b\u66f4\u662f\u96be\u4e0a\u52a0\u96be\u3002\u6240\u4ee5\u6700\u9ad8\u6548\u7684\u89e3\u6cd5\uff0c\u8fd8\u662f\u628a\u4e92\u8054\u7f51\u89c6\u9891\u8f6c\u6210\u5168\u91cf\u7684 3D \u6570\u636e\uff0c\u751a\u81f3\u662f\u52a8\u6001\u7684\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u672a\u6765\u5728\u8fd9\u4e2a\u8def\u7ebf\u4e0a\uff0c\u6570\u636e\u7684\u6210\u672c\u4f1a\u662f\u4ec0\u4e48\u6837\u7684\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>3D \u6570\u636e\u6bd4\u8f83\u7f3a\uff0c\u6240\u4ee5\u6210\u672c\u786e\u5b9e\u5f88\u5173\u952e\u3002\u5982\u679c\u771f\u7684\u5b8c\u5168\u9760\u5b9e\u91c7\uff0c\u6210\u672c\u5c31\u592a\u9ad8\u592a\u6162\u4e86\uff0c\u7279\u522b\u662f\u52a8\u6001\u7684\u573a\u666f\uff0c\u771f\u7684\u7528\u76f8\u673a\u9635\u5217\u53bb\u62cd\u6444\uff0c\u518d\u91cd\u5efa\u6210 4D \u7684\u6210\u672c\u975e\u5e38\u9ad8\u3002\u6211\u4eec\u8ba4\u4e3a\u95ee\u9898\u5e94\u8be5\u56de\u5230\u600e\u4e48\u628a\u4e92\u8054\u7f51\u8fd9\u5ea7\u91d1\u77ff\u7528\u597d\uff0c\u7528\u975e\u5e38\u4f4e\u6210\u672c\u7684\u65b9\u5f0f\u53bb\u8f6c\u3002\u8fd9\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u6e05\u6670\u5ea6\u975e\u5e38\u9ad8\u3001\u5206\u8fa8\u7387\u975e\u5e38\u9ad8\u7684\u6570\u636e\uff1b\u4e5f\u9700\u8981\u5b9e\u91c7\uff0c\u5bf9\u63d0\u5347\u6a21\u578b\u6700\u540e\u7684\u7cbe\u7ec6\u5ea6\u662f\u6709\u5e2e\u52a9\u7684\u3002<\/p>\n

\u56de\u5230\u6211\u4eec\u524d\u9762\u8bf4\u7684\u91d1\u5b57\u5854\uff0c\u6210\u672c\u4e5f\u53ef\u4ee5\u8fd9\u6837\u6765\u770b\uff0c\u6700\u5927\u7684\u91cf\u7528\u6700\u4f4e\u7684\u6210\u672c\u83b7\u53d6\u5230\uff0c\u9876\u5c42\u7684\u4e00\u4e9b\u6570\u636e\u53ef\u4ee5\u7528\u6210\u672c\u76f8\u5bf9\u9ad8\u7684\u65b9\u5f0f\u91c7\u5230\u6216\u83b7\u5f97\uff0c\u7efc\u5408\u8d77\u6765\u6210\u672c\u624d\u53ef\u63a5\u53d7\u3002\u8fd9\u548c\u8bed\u8a00\u6a21\u578b\u5176\u5b9e\u5f88\u50cf\u3002\u9884\u8bad\u7ec3\u9700\u8981\u7684\u662f\u6d77\u91cf\u3001\u591a\u6837\u7684\u6570\u636e\uff0c\u8fd9\u90e8\u5206\u5fc5\u987b\u8db3\u591f\u4fbf\u5b9c\uff0c\u624d\u80fd\u771f\u6b63 Scaling\uff1b\u5230\u4e86 Post-training\uff0c\u4e00\u4e9b\u4e13\u5bb6\u6570\u636e\u53ef\u4ee5\u5f88\u8d35\u3001\u8d28\u91cf\u53ef\u4ee5\u5f88\u9ad8\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u7684\u91cf\u6ca1\u6709\u90a3\u4e48\u5927\u30023D \u6570\u636e\u672a\u6765\u4e5f\u4f1a\u662f\u7c7b\u4f3c\u8fd9\u6837\u7684\u7ed3\u6784\u3002<\/p>\n

\u6240\u4ee5\u771f\u6b63\u5408\u7406\u7684\u6210\u672c\u7ed3\u6784\uff0c\u662f\u6700\u5927\u7684\u91cf\u7528\u6700\u4f4e\u7684\u6210\u672c\u83b7\u53d6\uff0c\u5c11\u91cf\u9ad8\u4ef7\u503c\u7684\u6570\u636e\u53ef\u4ee5\u7528\u66f4\u9ad8\u6210\u672c\u83b7\u5f97\uff0c\u6700\u540e\u7ec4\u5408\u8d77\u6765\uff0c\u6574\u4e2a\u8bad\u7ec3\u4f53\u7cfb\u624d\u662f\u53ef\u6301\u7eed\u7684\u3002<\/p>\n

\u4ece\u4e92\u8054\u7f51\u6570\u636e\u8f6c\u5236\uff0c\u4e00\u4e2a\u5f88\u5927\u7684\u4f18\u52bf\u5c31\u662f\u6ca1\u6709\u989d\u5916\u7684\u91c7\u96c6\u6210\u672c\u3002\u6211\u4eec\u73b0\u5728\u505a\u7684\u4e8b\u60c5\uff0c\u662f\u4e0d\u65ad\u628a\u8f6c\u5236\u6548\u7387\u505a\u9ad8\u3002\u6bd4\u5982\u4ece\u666e\u901a\u89c6\u9891\u51fa\u53d1\uff0c\u751f\u6210\u65f6\u7a7a\u4e00\u81f4\u7684\u4e0d\u540c\u89c6\u89d2\uff0c\u518d\u8fdb\u4e00\u6b65\u6062\u590d\u6210\u5b8c\u6574\u7684 4D \u573a\u666f\u3002\u53ea\u8981\u8fd9\u4e2a\u8fc7\u7a0b\u7684\u6548\u7387\u8db3\u591f\u9ad8\uff0c\u5355\u4f4d\u6570\u636e\u7684\u6210\u672c\u5c31\u53ef\u4ee5\u6301\u7eed\u5f80\u4e0b\u964d\u3002<\/p>\n

\u6211\u4eec\u7684\u76ee\u6807\u4e0d\u662f\u628a\u67d0\u4e00\u4e2a 4D \u573a\u666f\u505a\u5f97\u591a\u4fbf\u5b9c\uff0c\u800c\u662f\u6700\u7ec8\u8ba9\u5927\u89c4\u6a21\u751f\u4ea7 3D\u30014D \u6570\u636e\u8fd9\u4ef6\u4e8b\uff0c\u5728\u7ecf\u6d4e\u4e0a\u771f\u6b63\u6210\u7acb\u3002<\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u7269\u7406\u4e16\u754c\u7684 ChatGPT\u65f6\u523b\u8981\u5230\u6765\u4e4b\u524d\uff0c\u4f1a\u51fa\u73b0\u4ec0\u4e48\u8ff9\u8c61\uff0c\u7ed9\u6211\u4eec\u4e00\u4e9b\u5bfc\u822a\u70b9\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u6211\u4eec\u53ef\u4ee5\u5148\u60f3\u4e00\u4e0b\uff0cChatGPT \u7684\u90a3\u4e2a\u65f6\u523b\u5230\u5e95\u662f\u4ec0\u4e48\u3002<\/p>\n

\u5b83\u5e76\u4e0d\u662f\u8bf4\u90a3\u4e00\u5929 AI \u7a81\u7136\u5c31\u53d8\u6210 AGI \u4e86\uff0c\u800c\u662f\u666e\u901a\u4eba\u7b2c\u4e00\u6b21\u975e\u5e38\u76f4\u63a5\u5730\u611f\u53d7\u5230\uff0c \u539f\u6765\u673a\u5668\u771f\u7684\u53ef\u4ee5\u542c\u61c2\u6211\u8bf4\u8bdd\uff0c\u800c\u4e14\u6211\u53ef\u4ee5\u5f88\u81ea\u7136\u5730\u8ddf\u5b83\u4ea4\u6d41\u3002 <\/span>\u7a7a\u95f4\u667a\u80fd\u5e94\u8be5\u4e5f\u4f1a\u6709\u7c7b\u4f3c\u7684\u65f6\u523b\u3002\u4e0d\u662f\u7b49\u5230\u673a\u5668\u4eba\u4ec0\u4e48\u90fd\u4f1a\u505a\uff0c\u800c\u662f\u6709\u4e00\u5929\uff0c\u5927\u5bb6\u7b2c\u4e00\u6b21\u5f88\u76f4\u89c2\u5730\u53d1\u73b0\uff0c \u539f\u6765\u673a\u5668\u771f\u7684\u5f00\u59cb\u7406\u89e3\u7a7a\u95f4\u4e86\u3002<\/span><\/p>\n

\u8fd9\u4e2a\u4fe1\u53f7\u53ef\u80fd\u5148\u51fa\u73b0\u5728\u6570\u5b57\u4e16\u754c\u3002\u4eca\u5929\u505a\u4e00\u4e2a 3D \u4e16\u754c\uff0c\u8fd8\u662f\u9700\u8981\u5efa\u6a21\u3001\u6750\u8d28\u3001\u52a8\u753b\u5f88\u591a\u4e13\u4e1a\u73af\u8282\uff1b\u672a\u6765\u53ef\u80fd\u4f60\u8bf4\u4e00\u53e5\u8bdd\u3001\u7ed9\u5b83\u51e0\u5f20\u56fe\uff0c\u5b83\u5c31\u80fd\u7ed9\u4f60\u4e00\u4e2a\u5b8c\u6574\u7684\u3001\u53ef\u4ee5\u8d70\u8fdb\u53bb\u3001\u53ef\u4ee5\u4ea4\u4e92\u7684\u4e09\u7ef4\u4e16\u754c\u3002<\/p>\n

\u518d\u5f80\u7269\u7406\u4e16\u754c\u8d70\uff0c\u53ef\u80fd\u5c31\u662f\u6211\u4eec\u5f00\u59cb\u770b\u5230\u771f\u6b63\u300c\u806a\u660e\u8d77\u6765\u300d\u7684\u673a\u5668\u3002\u6bd4\u5982\u66f4\u806a\u660e\u7684\u626b\u5730\u673a\u5668\u4eba\uff0c\u4e0d\u53ea\u6309\u89c4\u5219\u8fd0\u884c\u5224\u65ad\uff0c\u800c\u662f\u771f\u5f00\u59cb\u7406\u89e3\u8fd9\u4e2a\u623f\u95f4\uff0c\u81ea\u7136\u7684\u89c4\u907f\u6389Corner Case\uff1b\u6216\u8005\u81ea\u52a8\u9a7e\u9a76\u5f00\u59cb\u80fd\u591f\u5904\u7406\u5f88\u591a\u4ee5\u524d\u6ca1\u6709\u89c1\u8fc7\u7684\u590d\u6742\u60c5\u51b5\u3002<\/p>\n

\u5b83\u4e0d\u4f1a\u4e00\u4e0a\u6765\u5c31\u662f\u4e00\u4e2a\u4e07\u80fd\u673a\u5668\u4eba\u3002ChatGPT \u51fa\u6765\u7684\u65f6\u5019\u4e5f\u6ca1\u6709\u89e3\u51b3\u6240\u6709\u667a\u80fd\u95ee\u9898\uff0c\u4f46\u5927\u5bb6\u5df2\u7ecf\u77e5\u9053\uff0c\u8303\u5f0f\u53d8\u4e86\u3002\u7a7a\u95f4\u667a\u80fd\u4e5f\u4e00\u6837\uff0c\u53ea\u8981\u51fa\u73b0\u4e00\u4e2a\u8db3\u591f\u76f4\u89c2\u3001\u8db3\u591f\u597d\u7528\u7684\u4ea7\u54c1\uff0c\u8ba9\u5927\u5bb6\u7b2c\u4e00\u6b21\u611f\u53d7\u5230\u673a\u5668\u771f\u7684\u80fd\u591f\u7406\u89e3\u4e00\u4e2a\u4e09\u7ef4\u4e16\u754c\uff0c\u6211\u89c9\u5f97\u90a3\u4e2a\u65f6\u523b\u5c31\u5df2\u7ecf\u5f00\u59cb\u4e86\u3002<\/p>\n

\u800c\u4e14\u8fd9\u4e00\u8f6e\u5927\u6a21\u578b\u5df2\u7ecf\u7ed9\u6211\u4eec\u79ef\u7d2f\u4e86\u5f88\u591a Scaling \u7684\u7ecf\u9a8c\uff0c\u7b97\u529b\u3001\u6a21\u578b\u3001\u8bad\u7ec3\u65b9\u6cd5\u90fd\u5728\u5feb\u901f\u5f80\u524d\u8d70\u3002\u7a7a\u95f4\u667a\u80fd\u73b0\u5728\u6700\u7f3a\u7684\uff0c\u8fd8\u662f\u80fd\u591f\u771f\u6b63 Scale \u8d77\u6765\u7684 3D\u30014D \u6570\u636e\u3002\u6240\u4ee5\u6211\u76f8\u4fe1\uff0c\u4e00\u65e6\u6570\u636e\u95ee\u9898\u88ab\u89e3\u51b3\uff0c\u8fd9\u4e9b\u4e8b\u60c5\u5230\u6765\u7684\u901f\u5ea6\u53ef\u80fd\u4f1a\u6bd4\u6211\u4eec\u9884\u60f3\u5f97\u66f4\u5feb\u3002<\/p>\n

 <\/p>\n

02 <\/span><\/h1>\n

\u521b\u4e1a\u7684\u5438\u5f15\u529b\u5728\u4e8e<\/span><\/p>\n

\u300c\u89e3\u51b3\u90a3\u4e2a\u7a7a\u95f4\u667a\u80fd\u7684\u7b2c\u4e00\u6027\u95ee\u9898\u300d <\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u4ece\u7814\u7a76\u8005\u5230\u521b\u4e1a\u8005\uff0c\u4f60\u4e3a\u4ec0\u4e48\u662f\u8fd9\u4e2a\u65f6\u95f4\u70b9\u4e0b\u573a\uff1f\u80cc\u540e\u6709\u4ec0\u4e48\u56e0\u7d20\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u9996\u5148\uff0c\u6280\u672f\u7684\u53d1\u5c55\u6b63\u597d\u5230\u4e86\u7a97\u53e3\u671f\u3002\u621120\u5e74\u6765\u4e00\u76f4\u5728\u63a2\u7d22\u80fd\u83b7\u53d6\u901a\u7528\u7a7a\u95f4\u667a\u80fd\u7684\u673a\u4f1a\u3002\u8fc7\u53bb\u4f20\u7edf\u7684\u7a7a\u95f4\u8ba1\u7b97\u95e8\u69db\u592a\u9ad8\uff0c\u8bbe\u5907\u3001\u91c7\u96c6\u3001\u91cd\u5efa\u90fd\u5f88\u590d\u6742\uff0c\u4eba\u624d\u975e\u5e38\u7a00\u7f3a\uff0c\u5f88\u96be\u5927\u89c4\u6a21\u4f7f\u7528\u3002 \u4f46\u4eca\u5929\u4e0d\u4e00\u6837\u3002AI \u4e0b\u4e00\u6b65\u8981\u8fdb\u5165\u7269\u7406\u4e16\u754c\uff0c\u5177\u8eab\u667a\u80fd\u3001\u673a\u5668\u4eba\u90fd\u8981\u771f\u6b63\u7406\u89e3\u7a7a\u95f4\uff0c 3D \u4ece\u6765\u6ca1\u6709\u50cf\u73b0\u5728\u8fd9\u4e48\u91cd\u8981\u8fc7\uff0c\u800c\u4e14\u662f\u7ed5\u4e0d\u5f00\u7684\u3002<\/span><\/p>\n

\u540c\u65f6\uff0c\u751f\u6210\u5f0f AI \u53c8\u5728\u5feb\u901f\u964d\u4f4e 3D \u7684\u95e8\u69db\u3002\u8fc7\u53bb\u6ca1\u62cd\u5230\u5c31\u662f\u6ca1\u62cd\u5230\uff0c\u73b0\u5728\u53ef\u4ee5\u8865\u5168\u3001\u751f\u6210\uff1b\u8fc7\u53bb\u5f88\u591a\u4e8b\u60c5\u9700\u8981\u975e\u5e38\u4e13\u4e1a\u7684\u91c7\u96c6\uff0c\u73b0\u5728\u4e5f\u5f00\u59cb\u6709\u673a\u4f1a\u53d8\u5f97\u66f4\u7b80\u5355\u3002<\/p>\n

\u6240\u4ee5\u5bf9\u6211\u6765\u8bf4\uff0c\u8eab\u5904\u8fd9\u4e2a\u65f6\u4ee3\u5176\u5b9e\u7279\u522b\u5174\u594b\uff0c\u7ec8\u4e8e\u5230\u4e86 3D \u6700\u6709\u673a\u4f1a\u53d1\u6325\u5de8\u5927\u4ef7\u503c\u7684\u65f6\u5019\u30022024 \u5e74\u674e\u98de\u98de\u505a World Labs\uff0c\u5176\u5b9e\u4e5f\u662f\u4e00\u4e2a\u5f88\u5f3a\u7684\u4fe1\u53f7\uff1a\u56e0\u4e3a\u505a\u4e86\u8fd9\u4e48\u591a\u5e74 3D\uff0c\u4f60\u4f1a\u611f\u89c9\u5230\uff0c\u7ec8\u4e8e\u6709\u8d8a\u6765\u8d8a\u591a\u6700\u9876\u5c16\u7684\u4eba\u5f00\u59cb\u770b\u5230\u540c\u4e00\u4e2a\u65b9\u5411\uff0c\u7a7a\u95f4\u667a\u80fd\u771f\u6b63\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u65f6\u95f4\u70b9\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u53ef\u80fd\u5177\u8eab\u7684\u9700\u6c42\u4e5f\u5230\u4f4d\u4e86\uff0c\u8fd9\u4e2a\u95e8\u7684\u6253\u5f00\u53ef\u80fd\u4e5f\u662f\u56e0\u4e3a\u6709\u660e\u786e\u7684\u9700\u6c42\u5728\u7b49\u8fd9\u4e2a\u7a81\u7834\uff0c\u800c\u4e0d\u662f\u7a81\u7834\u5b8c\u4e86\u4e0d\u77e5\u9053\u8c01\u4f1a\u7528\u3002<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u662f\u7684\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u8fd9\u4e24\u5e74\u4e16\u754c\u6a21\u578b\u7a81\u7136\u53d8\u5f97\u8fd9\u4e48\u91cd\u8981\u3002\u673a\u5668\u4eba\u5982\u679c\u53ea\u5728\u5de5\u5382\u91cc\u505a\u4e00\u4e2a\u56fa\u5b9a\u52a8\u4f5c\uff0c\u5176\u5b9e\u53ef\u4ee5\u628a\u73af\u5883\u3001\u6d41\u7a0b\u90fd\u6807\u51c6\u5316\uff0c\u5f88\u591a\u95ee\u9898\u90fd\u80fd\u9760\u5de5\u7a0b\u89e3\u51b3\u3002\u4f46\u5982\u679c\u673a\u5668\u4eba\u771f\u7684\u8981\u8fdb\u5165\u5bb6\u5ead\u3001\u529e\u516c\u5ba4\uff0c\u73af\u5883\u6bcf\u5929\u90fd\u5728\u53d8\uff0c\u4f60\u4e0d\u53ef\u80fd\u628a\u6bcf\u4e00\u4e2a\u676f\u5b50\u653e\u5728\u54ea\u91cc\u3001\u6bcf\u4e00\u628a\u6905\u5b50\u600e\u4e48\u6446\u90fd\u63d0\u524d\u6559\u7ed9\u5b83\u3002<\/p>\n

\u6240\u4ee5\u771f\u6b63\u901a\u7528\u7684\u673a\u5668\u4eba\uff0c\u4e0d\u80fd\u53ea\u662f\u8bb0\u4f4f\u300c\u770b\u5230\u8fd9\u4e2a\u753b\u9762\u5c31\u505a\u8fd9\u4e2a\u52a8\u4f5c\u300d\uff0c\u5b83\u9700\u8981\u7406\u89e3\u81ea\u5df1\u5728\u54ea\u91cc\u3001\u5468\u56f4\u6709\u4ec0\u4e48\u3001\u505a\u4e00\u4e2a\u52a8\u4f5c\u4e4b\u540e\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002 \u4e16\u754c\u6a21\u578b\u771f\u6b63\u8981\u89e3\u51b3\u7684\uff0c\u5c31\u662f\u8ba9\u673a\u5668\u4eba\u8111\u5b50\u91cc\u6709\u4e00\u4e2a\u5bf9\u8fd9\u4e2a\u4e16\u754c\u7684\u7406\u89e3\uff0c\u80fd\u591f\u5148\u5224\u65ad\u3001\u5148\u63a8\u6f14\uff0c\u518d\u53bb\u884c\u52a8\u3002<\/span><\/p>\n

\u6211\u89c9\u5f97\u8fd9\u624d\u662f\u5177\u8eab\u667a\u80fd\u771f\u6b63\u8d70\u5411\u6cdb\u5316\u7684\u5173\u952e\u3002 \u4ece\u4e00\u4e2a\u4e3a\u7279\u5b9a\u73af\u5883\u8bad\u7ec3\u51fa\u6765\u7684\u673a\u5668\u4eba\uff0c\u5230\u4e00\u4e2a\u6362\u4e2a\u623f\u95f4\u3001\u6362\u4e2a\u5de5\u5382\u4e5f\u80fd\u81ea\u5df1\u7406\u89e3\u548c\u884c\u52a8\u7684\u673a\u5668\u4eba\uff0c\u4e2d\u95f4\u7f3a\u7684\u5c31\u662f\u8fd9\u79cd\u5bf9\u7a7a\u95f4\u548c\u7269\u7406\u4e16\u754c\u7684\u901a\u7528\u7406\u89e3\u80fd\u529b\u3002<\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u516c\u53f8\u6210\u7acb\u4e00\u5e74\u4e86\u3002\u771f\u6b63\u4e0b\u573a\u4e4b\u540e\uff0c\u4f60\u4eec\u7684\u6280\u672f\u53d1\u5c55\u662f\u9ad8\u4e8e\u9884\u671f\u8fd8\u662f\u7b26\u5408\u9884\u671f\uff1f\u6709\u4ec0\u4e48\u53d8\u5316\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u6a21\u578b\u7684\u80fd\u529b\u5728\u975e\u5e38\u5feb\u901f\u5730\u63a8\u8fdb\uff0c\u867d\u7136\u9047\u5230\u4e0d\u5c11\u56f0\u96be\u548c\u6311\u6218\uff0c\u4f46\u603b\u4f53\u662f\u8d85\u51fa\u6211\u4eec\u539f\u6765\u9884\u671f\u7684\uff0c\u53d1\u5c55\u4e0d\u5b8c\u5168\u662f\u7ebf\u6027\u7684\u3002<\/p>\n

\u6211\u5728 2025 \u5e74\u521d\u7684\u65f6\u5019\u5199\u8fc7\u4e00\u7bc7\u6587\u7ae0\uff0c\u8bb2\u7a7a\u95f4\u667a\u80fd\u8ddf\u7a7a\u95f4\u751f\u6210\u7684\u5173\u7cfb\uff0c\u63d0\u5230\u6570\u636e\u8981\u4ece 2D \u53bb\u8f6c\uff0c\u53ef\u4ee5\u4ece\u4e92\u8054\u7f51\u89c6\u9891\u8f6c\u6210 3D \u7684\u573a\u666f\u3002 \u5f53\u65f6\u6211\u4eec\u89c9\u5f97\u9759\u6001\u573a\u666f\u80fd\u505a\u597d\u5df2\u7ecf\u633a\u96be\u7684\u4e86\uff0c\u4f46\u540e\u6765\u6211\u4eec\u53d1\u73b0\u5c06\u5355\u76ee\u89c6\u9891\u8f6c\u6210\u5168\u91cf 3D \u52a8\u6001\u573a\u666f\u5728\u6280\u672f\u4e0a\u662f\u5b8c\u5168\u53ef\u884c\u7684 \uff0c\u8fd9\u4e2a\u8fdb\u5c55\u6709\u70b9\u8d85\u51fa\u6211\u6700\u521d\u7684\u9884\u671f\u3002<\/span><\/p>\n

\u539f\u6765\u6211\u4eec\u9884\u671f\u5728\u9759\u6001\u573a\u666f\u4e0b\uff0c\u7528\u4e00\u5f20\u6216\u51e0\u5f20\u56fe\u50cf\u751f\u6210\u4e00\u4e2a\u5f88\u597d\u7684 3D \u573a\u666f\u3002\u8fd9\u5df2\u7ecf\u4e0d\u5bb9\u6613\u4e86\uff0c\u4f46\u6211\u4eec\u5185\u90e8\u6700\u8fd1\u7684\u7814\u7a76\u8fdb\u5c55\u6bd4\u9884\u60f3\u5f97\u5feb\u5f88\u591a\uff0c\u73b0\u5728\u5df2\u7ecf\u770b\u5230\uff0c\u5355\u76ee\u89c6\u9891\u751f\u6210360 \u5ea6\u52a8\u6001\u5168\u91cf3D \u6216\u8005\u8bf4 4D \u573a\u666f\u662f\u5b8c\u5168\u53ef\u884c\u7684\u3002\u867d\u7136\u73b0\u5728\u8fd8\u6709\u4e00\u4e9b\u7ec6\u8282\u8981\u7ee7\u7eed\u89e3\u51b3\uff0c\u4f46\u4ece\u6280\u672f\u8def\u5f84\u4e0a\u770b\uff0c\u6211\u4eec\u5df2\u7ecf\u975e\u5e38\u6709\u4fe1\u5fc3\u3002<\/p>\n

\u4e00\u65e6 4D \u6570\u636e\u80fd\u591f\u4ece\u6d77\u91cf\u4e92\u8054\u7f51\u89c6\u9891\u91cc\u4f4e\u6210\u672c\u3001\u89c4\u6a21\u5316\u5730\u4ea7\u751f\uff0c\u610f\u4e49\u5c31\u4e0d\u53ea\u662f\u591a\u4e86\u4e00\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u800c\u662f\u6211\u4eec\u7b2c\u4e00\u6b21\u6709\u673a\u4f1a\u628a\u771f\u5b9e\u4e16\u754c\u91cc\u5927\u91cf\u7684\u7a7a\u95f4\u53d8\u5316\u548c\u7269\u7406\u7ecf\u9a8c\uff0c\u771f\u6b63\u53d8\u6210\u53ef\u4ee5 Scaling \u7684\u8bad\u7ec3\u6570\u636e\u3002\u524d\u9762\u8bf4\u4e92\u8054\u7f51\u89c6\u9891\u50cf\u65e0\u5904\u4e0d\u5728\u7684\u300c\u9633\u5149\u300d\uff0c\u5230\u8fd9\u4e00\u6b65\uff0c\u6211\u4eec\u624d\u771f\u6b63\u6709\u673a\u4f1a\u628a\u8fd9\u4e9b\u9633\u5149\u8f6c\u6210\u80fd\u91cf\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u62ff OpenAI \u5728 GPT \u4e0a\u8d70\u8fc7\u7684 1.0\u30012.0\u30013.0 \u5230 3.5 \u6253\u6bd4\u65b9\uff0c\u5f71\u6eaf\u73b0\u5728\u5904\u4e8e\u4ec0\u4e48\u9636\u6bb5\uff1f\u5355\u76ee\u89c6\u9891\u53d8\u6210 360 \u5ea6\u52a8\u6001 3D \u573a\u666f\u7684\u8fd8\u539f\uff0c\u5c5e\u4e8e\u54ea\u4e2a\u9636\u6bb5\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u6309\u8fd9\u4e2a\u7c7b\u6bd4\uff0c\u6211\u4eec\u73b0\u5728\u66f4\u63a5\u8fd1 2.0\uff1a\u5173\u952e\u6280\u672f\u8def\u5f84\u5df2\u7ecf\u5f97\u5230\u4e86\u4e00\u4e9b\u9a8c\u8bc1\uff0c\u4f46\u771f\u6b63\u7684\u6570\u636e Scaling \u8fd8\u6ca1\u6709\u53d1\u751f\u3002<\/p>\n

\u4e0b\u4e00\u9636\u6bb5\u6700\u5173\u952e\uff0c\u5c31\u662f\u628a\u6570\u636e\u89c4\u6a21\u771f\u6b63\u505a\u8d77\u6765\uff0c\u63d0\u5347\u6a21\u578b\u80fd\u529b\u3002\u6211\u4eec\u5185\u90e8\u5df2\u7ecf\u770b\u5230\u4e00\u4e9b\u6bd4\u8f83\u660e\u786e\u7684\u4fe1\u53f7\uff0c\u628a\u660e\u786e\u7684 3D \u7ed3\u6784\u52a0\u5165\u6a21\u578b\u4e4b\u540e\uff0c\u5b66\u4e60\u6548\u7387\u80fd\u591f\u6709\u4e00\u4e2a\u6570\u91cf\u7ea7\u4ee5\u4e0a\u7684\u63d0\u5347\u3002\u5728\u6570\u636e\u91cf\u548c\u7b97\u529b\u90fd\u8fd8\u6bd4\u8f83\u6709\u9650\u7684\u60c5\u51b5\u4e0b\uff0c\u4e00\u4e9b\u4efb\u52a1\u5df2\u7ecf\u80fd\u53d6\u5f97\u6bd4\u8f83\u597d\u7684\u7ed3\u679c\u30023D \u8868\u5f81\u786e\u5b9e\u80fd\u6539\u53d8\u6a21\u578b\u5b66\u4e60\u4e16\u754c\u7684\u6548\u7387\u3002<\/p>\n

\u5728\u6211\u4eec\u7684\u89c4\u5212\u91cc\uff0c\u6700\u7ec8\u53ef\u80fd\u9700\u8981\u51e0\u5343\u4e07\u5230 1 \u4ebf\u91cf\u7ea7\u7684\u573a\u666f\u6570\u636e\uff0c\u624d\u6709\u673a\u4f1a\u770b\u5230\u7a7a\u95f4\u667a\u80fd\u771f\u6b63\u7684 ChatGPT \u65f6\u523b\u3002 \u56e0\u4e3a\u771f\u5b9e\u4e16\u754c\u7684\u590d\u6742\u5ea6\u4e0d\u53ea\u6765\u81ea\u6570\u636e\u91cf\uff0c\u66f4\u6765\u81ea\u73af\u5883\u3001\u7269\u4f53\u3001\u8fd0\u52a8\u548c\u4ea4\u4e92\u7ec4\u5408\u51fa\u7684\u5de8\u5927\u591a\u6837\u6027\u3002\u8981\u51fa\u73b0\u771f\u6b63\u7684\u6cdb\u5316\u548c\u6d8c\u73b0\uff0c\u6a21\u578b\u9700\u8981\u89c1\u8fc7\u8db3\u591f\u5927\u3001\u8db3\u591f\u591a\u6837\u7684\u4e16\u754c\u3002<\/span><\/p>\n

\u6240\u4ee5\u6211\u7406\u89e3\u7684 3.0\uff0c\u662f\u6570\u636e\u548c\u6a21\u578b\u771f\u6b63\u5f00\u59cb Scaling\uff1b\u518d\u5f80\u540e\uff0c\u5f53 Scaling \u5e26\u6765\u660e\u663e\u7684\u6cdb\u5316\u751a\u81f3\u65b0\u7684\u80fd\u529b\u6d8c\u73b0\uff0c\u624d\u66f4\u63a5\u8fd1 3.5\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u7269\u7406\u89c4\u5219\u9700\u8981\u88ab\u8bbe\u5b9a\u5230\u6a21\u578b\u5417\uff1f\u8fd8\u662f\u76f8\u4fe1\u5728\u8db3\u591f\u7684\u6570\u636e\u91cc\uff0c\u6a21\u578b\u901a\u8fc7\u89c2\u6d4b\u53ef\u4ee5\u81ea\u5df1\u638c\u63e1\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b \uff1a <\/span>\u6211\u89c9\u5f97\u4e24\u79cd\u90fd\u9700\u8981\u3002<\/p>\n

\u7269\u7406\u89c4\u5f8b\u5176\u5b9e\u6709\u4e24\u7c7b\u3002 \u4e00\u7c7b\u662f\u6211\u4eec\u5df2\u7ecf\u77e5\u9053\u7684\uff0c\u4e00\u7c7b\u662f\u6211\u4eec\u81ea\u5df1\u90fd\u5f88\u96be\u5efa\u6a21\u6e05\u695a\u7684\u3002<\/span><\/p>\n

\u5df2\u7ecf\u5f88\u786e\u5b9a\u7684\u4e1c\u897f\uff0c\u6bd4\u5982\u4e00\u4e9b\u57fa\u672c\u7684\u51e0\u4f55\u548c\u7269\u7406\u7ea6\u675f\uff0c\u6ca1\u6709\u5fc5\u8981\u8ba9\u6a21\u578b\u82b1\u5f88\u5927\u7684\u4ee3\u4ef7\u518d\u5b66\u4e00\u904d\uff0c\u53ef\u4ee5\u76f4\u63a5\u544a\u8bc9\u5b83\u3002<\/p>\n

\u4f46\u771f\u5b9e\u4e16\u754c\u6700\u590d\u6742\u7684\u90e8\u5206\uff0c\u5f80\u5f80\u6070\u6070\u662f\u4eba\u5f88\u96be\u5199\u6210\u89c4\u5219\u7684\u3002\u4e00\u4e2a\u4e1c\u897f\u600e\u4e48\u8fd0\u52a8\u3001\u600e\u4e48\u5f62\u53d8\uff0c\u4e0d\u540c\u7269\u4f53\u78b0\u5728\u4e00\u8d77\u4f1a\u53d1\u751f\u4ec0\u4e48\uff0c\u8fd9\u4e9b\u6700\u7ec8\u8fd8\u662f\u8981\u8ba9\u6a21\u578b\u4ece\u5927\u91cf\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u91cc\u81ea\u5df1\u5b66\u51fa\u6765\u3002<\/p>\n

\u6240\u4ee5\u6211\u4eec\u7684\u601d\u8def\u5f88\u7b80\u5355\uff1a \u77e5\u9053\u7684\uff0c\u5c31\u544a\u8bc9\u5b83\uff1b\u4e0d\u77e5\u9053\u7684\uff0c\u5c31\u8ba9\u4e16\u754c\u544a\u8bc9\u5b83\u3002<\/span><\/p>\n

\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 4D \u6570\u636e\u5f88\u91cd\u8981\u3002\u5b83\u8bb0\u5f55\u7684\u4e0d\u53ea\u662f\u4e16\u754c\u957f\u4ec0\u4e48\u6837\uff0c\u800c\u662f\u4e16\u754c\u600e\u4e48\u53d8\u5316\u3002\u5f88\u591a\u7269\u7406\u89c4\u5f8b\uff0c\u5176\u5b9e\u5c31\u85cf\u5728\u8fd9\u4e9b\u53d8\u5316\u91cc\u9762\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u9664\u4e86\u9009\u62e9\u8def\u7ebf\u4e0d\u540c\uff0c\u4f60\u4eec\u5728\u6a21\u578b\u7684\u67b6\u6784\u4e0a\u6709\u4ec0\u4e48\u601d\u8003\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u67b6\u6784\u521b\u65b0\u6700\u6839\u672c\u7684\u4e00\u70b9\uff0c\u662f\u4f60\u7684\u8868\u5f81\u9009\u5728\u54ea\u4e00\u5c42\uff0c\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u8bad\u7ec3\u7684\u8d26\u600e\u4e48\u7b97\u3002\u4f60\u770b\u89c6\u9891\u6570\u636e\uff0c\u76f8\u90bb\u4e24\u5e27\u4e4b\u95f4\u5927\u91cf\u4fe1\u606f\u662f\u91cd\u590d\u7684\uff0c\u56e0\u4e3a\u540c\u4e00\u4e2a\u573a\u666f\uff0c\u89c6\u89d2\u6216\u8005\u7269\u4f53\u52a8\u4e86\u4e00\u70b9\uff0c\u6bcf\u4e00\u5e27\u90fd\u8981\u628a\u6574\u4e2a\u753b\u9762\u91cd\u65b0\u8868\u8fbe\u4e00\u904d\uff0c\u5197\u4f59\u5ea6\u975e\u5e38\u5927\u3002<\/p>\n

\u4f46\u6362\u5230 3D \u8868\u5f81\u4e0a\u5c31\u4e0d\u4e00\u6837\u4e86\uff0c3D \u8868\u5f81\u5206\u4e3a\u663e\u5f0f\u548c\u9690\u5f0f\uff0c\u663e\u5f0f\u8868\u5f81\u9002\u5408\u573a\u666f\u7f16\u8f91\u548c\u5feb\u901f\u6e32\u67d3\uff0c\u9690\u5f0f\u8868\u5f81\u5219\u5728\u5904\u7406\u590d\u6742\u4e0d\u89c4\u5219\u51e0\u4f55\u548c\u63a8\u6f14\u89c4\u5212\u4e0a\u66f4\u5177\u4f18\u52bf\uff0c\u6211\u4eec\u4e5f\u662f\u663e\u5f0f\u548c\u9690\u5f0f\u8868\u5f81\u7ed3\u5408\u7528\uff0c\u6838\u5fc3\u5173\u952e\u662f\u8981\u575a\u5b88 3D \u672c\u8d28\u3002\u56e0\u4e3a\u4f9d\u6258 3D \u8868\u5f81\uff0c\u573a\u666f\u672c\u8eab\u53ea\u9700\u8981\u8868\u8fbe\u4e00\u6b21\uff0c\u53d8\u5316\u7684\u53ea\u662f\u72b6\u6001\uff0cToken \u7684\u6570\u91cf\u5c31\u80fd\u5c11\u4e00\u5230\u4e24\u4e2a\u6570\u91cf\u7ea7\u3002Token \u5c11\u4e86\uff0c\u9700\u8981\u7684\u6570\u636e\u91cf\u3001\u53c2\u6570\u91cf\u662f\u540c\u6b65\u4e0b\u964d\u7684\u3002\u6240\u4ee5\u6211\u4eec\u73b0\u5728\u662f\u51e0\u5341\u5f20\u5361\u5728\u8bad\u7ec3\uff0c\u4e0d\u9700\u8981\u4e07\u5361\u96c6\u7fa4\u8bad\u7ec3\u3002\u8fd9\u5176\u5b9e\u4e0d\u662f\u6211\u4eec\u7701\u7740\u7528\uff0c\u662f\u8fd9\u6761\u8def\u7ebf\u7684\u8d26\u672c\u8eab\u5c31\u662f\u8fd9\u4e48\u7b97\u7684\u3002<\/p>\n

\u5177\u4f53\u7684\u67b6\u6784\uff0c\u6211\u4eec\u662f\u4e24\u6761\u7ebf\u5728\u63a2\u7d22\uff0c\u4e00\u6761\u662f\u628a Transformer \u5f80\u4e09\u7ef4\u53bb\u9002\u914d\u3002\u5b83\u5728\u5e8f\u5217\u6570\u636e\u4e0a\u5df2\u7ecf\u88ab\u9a8c\u8bc1\u5f97\u5f88\u5145\u5206\uff0c\u6211\u4eec\u770b\u5b83\u600e\u4e48\u66f4\u597d\u5730\u9002\u5e94\u4e09\u7ef4\u7ed3\u6784\uff1b\u53e6\u4e00\u6761\u66f4\u6fc0\u8fdb\u4e00\u4e9b\uff0c\u662f\u8df3\u51fa Next Token Prediction \u8fd9\u4e2a\u8303\u5f0f\u672c\u8eab\u53bb\u60f3\u95ee\u9898\u3002<\/p>\n

\u4e24\u6761\u8def\u7ebf\u6211\u4eec\u90fd\u8fd8\u5728\u63a2\u7d22\uff0c\u4f46\u6709\u4e00\u4ef6\u4e8b\u5df2\u7ecf\u6bd4\u8f83\u660e\u786e\uff1a\u65b9\u6cd5\u53ef\u4ee5\u53d8\uff0c\u4e09\u7ef4\u7ed3\u6784\u4e0d\u80fd\u4e22\u3002\u6211\u4eec\u7684\u5185\u90e8\u5b9e\u9a8c\u91cc\uff0c\u53ea\u662f\u628a 3D \u7ed3\u6784\u5f15\u5165\u6a21\u578b\uff0c\u5b66\u4e60\u6548\u7387\u5c31\u80fd\u63d0\u5347\u4e00\u4e2a\u6570\u91cf\u7ea7\u4ee5\u4e0a\uff0c\u5728\u4e0d\u540c\u7684\u4e0b\u6e38\u4efb\u52a1\u4e2d\u4e5f\u80fd\u770b\u5230\u660e\u663e\u7684\u6548\u679c\u3002\u5bf9\u6211\u4eec\u6765\u8bf4\uff0c\u8fd9\u5df2\u7ecf\u662f\u4e00\u4e2a\u5f88\u5f3a\u7684\u4fe1\u53f7\u3002\u4e09\u7ef4\u4e16\u754c\u7684\u95ee\u9898\uff0c\u672c\u6765\u5c31\u5e94\u8be5\u5c3d\u91cf\u5728\u4e09\u7ef4\u7a7a\u95f4\u91cc\u89e3\u51b3\u3002<\/p>\n

 <\/p>\n

03 <\/span><\/h1>\n

\u9020\u300c\u5927\u8111\u300d\u3001\u5f00\u6e90\u548c\u5546\u4e1a\u5faa\u73af <\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u4f60\u662f\u600e\u4e48\u5b9a\u4f4d\u5f71\u6eaf\uff1f\u662f Frontier Lab\u3001\u4ea7\u4e1a\u91cc\u7684\u6280\u672f\u80fd\u529b\u4f9b\u7ed9\u516c\u53f8\uff0c\u8fd8\u662f\u672a\u6765\u7684\u4ea7\u54c1\u516c\u53f8\uff1f\u60f3\u7528\u4ec0\u4e48\u6837\u7684\u5b9a\u4f4d\u53c2\u4e0e\u4ea7\u4e1a\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u5f71\u6eaf\u7684\u76ee\u6807\u662f\u5b9e\u73b0\u901a\u7528\u7a7a\u95f4\u667a\u80fd\u57fa\u7840\u6a21\u578b\u3002<\/p>\n

\u6211\u4eec\u6700\u5173\u6ce8\u7684\u4e0d\u662f\u5148\u628a\u5b83\u7528\u5728\u54ea\u4e2a\u884c\u4e1a\uff0c\u800c\u662f\u8fd9\u4e2a\u6a21\u578b\u672c\u8eab\u6709\u6ca1\u6709\u8db3\u591f\u5f3a\u7684\u57fa\u7840\u80fd\u529b\u3002\u6bd4\u5982\u5b83\u80fd\u4e0d\u80fd\u771f\u6b63\u7406\u89e3\u4e00\u4e2a\u4e09\u7ef4\u7a7a\u95f4\uff0c\u80fd\u4e0d\u80fd\u77e5\u9053\u8fd9\u4e2a\u4e16\u754c\u63a5\u4e0b\u6765\u4f1a\u600e\u4e48\u53d8\u5316\uff0c\u8fdb\u4e00\u6b65\u80fd\u4e0d\u80fd\u7406\u89e3\u884c\u52a8\u4f1a\u5e26\u6765\u4ec0\u4e48\u7ed3\u679c\u3002<\/p>\n

\u5c31\u50cf\u4e00\u4e2a\u4eba\u7a7a\u95f4\u80fd\u529b\u8db3\u591f\u5f3a\uff0c\u4ed6\u5230\u4e86\u5bb6\u91cc\u53ef\u4ee5\u6536\u62fe\u4e1c\u897f\uff0c\u5230\u4e86\u5de5\u5382\u53ef\u4ee5\u64cd\u4f5c\u8bbe\u5907\uff0c\u5f00\u8f66\u65f6\u5019\u53c8\u53ef\u4ee5\u5224\u65ad\u8def\u51b5\u3002 \u573a\u666f\u53d8\u4e86\uff0c\u4f46\u5e95\u5c42\u7528\u7684\u662f\u540c\u4e00\u79cd\u5bf9\u7a7a\u95f4\u548c\u7269\u7406\u4e16\u754c\u7684\u7406\u89e3\u3002<\/span><\/p>\n

\u8fd9\u4e9b\u80fd\u529b\u4e00\u65e6\u505a\u6210\u57fa\u7840\u6a21\u578b\uff0c\u5c31\u4e0d\u53ea\u5c5e\u4e8e\u67d0\u4e00\u4e2a\u884c\u4e1a\u3002\u5bf9\u5177\u8eab\u6765\u8bf4\uff0c\u5b83\u53ef\u4ee5\u6210\u4e3a\u673a\u5668\u4eba\u7684\u300c\u5927\u8111\u300d\uff0c\u89e3\u51b3\u6362\u4e00\u4e2a\u73af\u5883\u3001\u6362\u4e00\u4e2a\u7269\u4f53\u4e4b\u540e\u8fd8\u80fd\u4e0d\u80fd\u5de5\u4f5c\u7684\u6cdb\u5316\u95ee\u9898\uff1b\u5bf9\u81ea\u52a8\u9a7e\u9a76\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7406\u89e3\u548c\u751f\u6210\u5404\u79cd\u590d\u6742\u3001\u957f\u5c3e\u7684\u771f\u5b9e\u4e16\u754c\u573a\u666f\uff1b\u5bf9\u6e38\u620f\u3001\u5f71\u89c6\u548c\u4e92\u52a8\u5185\u5bb9\uff0c\u5b83\u53c8\u53ef\u4ee5\u53d8\u6210\u7a7a\u95f4\u751f\u6210\u3001\u7f16\u8f91\u548c\u4ea4\u4e92\u7684\u57fa\u7840\u80fd\u529b\u3002<\/p>\n

\u6240\u4ee5\u5177\u8eab\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u6e38\u620f\u3001\u5f71\u89c6\uff0c\u770b\u8d77\u6765\u662f\u5b8c\u5168\u4e0d\u540c\u7684\u884c\u4e1a\uff0c\u4f46\u5bf9\u6211\u4eec\u6765\u8bf4\uff0c\u5e95\u5c42\u5f88\u591a\u95ee\u9898\u5176\u5b9e\u662f\u4e00\u6837\u7684\uff1a\u90fd\u662f\u5728\u7406\u89e3\u3001\u751f\u6210\u548c\u63a8\u6f14\u4e00\u4e2a\u4e16\u754c\u3002<\/p>\n

\u6211\u4eec\u771f\u6b63\u8981\u505a\u7684\uff0c\u662f\u5148\u628a\u8fd9\u4e2a\u6700\u57fa\u7840\u7684 \u300c \u7a7a\u95f4\u80fd\u529b \u300d \u505a\u5f3a\u3002\u57fa\u7840\u6a21\u578b\u8db3\u591f\u5f3a\uff0c\u4e0a\u9762\u7684\u5e94\u7528\u81ea\u7136\u4f1a\u957f\u51fa\u6765\u3002<\/span><\/p>\n

\u5f71\u6eaf\u662f\u4e00\u5bb6\u7ad9\u5728 \u7a7a\u95f4\u667a\u80fd \u6a21\u578b\u7684\u89c6\u89d2\uff0c\u800c\u4e0d\u662f\u539f\u6765\u8bed\u8a00\u6a21\u578b\u7684\u89c6\u89d2\u7684\u516c\u53f8\u3002 <\/span>\u4eba\u7684\u667a\u80fd\u5305\u62ec\u8bed\u8a00\u667a\u80fd\u548c\u7a7a\u95f4\u667a\u80fd\u3002\u8bed\u8a00\u667a\u80fd\u81f3\u5c11\u53d1\u5c55\u5230\u4e00\u5b9a\u7684\u6210\u719f\u5ea6\u4e86\uff1b\u800c AI \u8981\u8d70\u51fa\u5bf9\u8bdd\u6846\u3001\u8fdb\u5165\u5230\u771f\u5b9e\u7684\u7269\u7406\u4e16\u754c\uff0c\u5c31\u9700\u8981\u7a7a\u95f4\u667a\u80fd\u3002\u8fd9\u76ee\u524d\u8fd8\u5728\u521a\u5f00\u59cb\u7684\u9636\u6bb5\u3002 \u4e0b\u4e00\u4e2a AI \u7684 10 \u5e74\uff0c\u7a7a\u95f4\u667a\u80fd\u662f\u6700\u6838\u5fc3\u8981\u89e3\u51b3\u7684\u4e1c\u897f <\/span>\u3002\u6211\u4eec\u60f3\u505a\u7684\uff0c\u662f\u4e0b\u4e00\u4e2a AI \u5341\u5e74\u7684\u4e8b\u60c5\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u600e\u4e48\u7406\u89e3\u5f71\u6eaf\u6700\u8fd1\u6301\u7eed\u653e\u51fa\u7684\u65b0\u6210\u679c\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u8fc7\u53bb\u4e00\u5e74\u6211\u4eec\u53d1\u5e03\u7684\u4e1c\u897f\uff0c\u4e3b\u8981\u5206\u6210\u4e24\u5757\uff1a\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\uff0cInSpatio-World\uff1b\u4e00\u4e2a\u5f15\u64ce\u5e73\u53f0 \uff0cTopos\u3002Topos \u53c8\u5206 Pro \u548c Lite \u4e24\u4e2a\u7248\u672c\u3002InSpatio-World \u89e3\u51b3\u300c\u5982\u4f55\u8ba9\u7a7a\u95f4\u8d70\u8fdb\u52a8\u6001\u89c6\u9891\u300d\uff0cTopos Pro \u670d\u52a1\u5177\u8eab\u7684\u8bad\u7ec3\u4eff\u771f\uff0cTopos Lite \u5219\u662f\u6211\u4eec\u5728\u524d\u9988\u5f0f 3D \u751f\u6210\u6a21\u578b\u4e0a\u7684\u63a2\u7d22\uff0c\u5e0c\u671b\u628a 3D \u751f\u6210\u505a\u5f97\u66f4\u5feb\u3001\u66f4\u8f7b\u3001\u66f4\u597d\u73a9\u3002<\/p>\n

\u5148\u8bf4 InSpatio-World\u3002\u8f93\u5165\u4e00\u6bb5\u89c6\u9891\uff0c\u4f60\u5c31\u53ef\u4ee5\u8d70\u8fdb\u8fd9\u4e2a\u52a8\u6001\u7684\u573a\u666f\u91cc\uff0c\u81ea\u7531\u89c6\u89d2\u5730\u770b\u30023 \u6708\u4efd\u53d1\u5e03\u7684\u65f6\u5019\uff0c\u6211\u4eec\u8fd8\u505a\u4e0d\u5230\u771f\u6b63\u7684 360 \u5ea6\uff0c\u504f\u79bb\u62cd\u6444\u89c6\u89d2\u8fc7\u5927\u53ef\u80fd\u4f1a\u51fa\u73b0\u5e7b\u89c9\u3002\u4f46\u6211\u4eec\u5f88\u5feb\u4f1a\u6709\u4e00\u4e2a\u6539\u8fdb\u7684\u65b0\u6a21\u578b\uff0c\u6d3b\u52a8\u81ea\u7531\u5ea6\u66f4\u5927\u3001\u6548\u679c\u66f4\u597d\uff0c\u4e4b\u540e\u4e5f\u4f1a\u76f4\u63a5\u5f00\u653e\u7ed9\u7528\u6237\uff0c\u8ba9\u5927\u5bb6\u4e0a\u4f20\u81ea\u5df1\u7684\u89c6\u9891\u73a9\u8d77\u6765\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

Topos Pro\u5bf9\u6807\u7684\u662fMarble\uff0c\u4e5f\u5c31\u662f\u7528\u4e00\u5f20\u6216\u51e0\u5f20\u56fe\u50cf\u751f\u6210\u4e00\u4e2a3D\u573a\u666f\u3002\u4f46\u6211\u4eec\u4e0d\u53ea\u662f\u751f\u6210\u8fde\u6210\u4e00\u7247\u76843D\u9ad8\u65af\u573a\u666f\uff0c\u8fd8\u4f1a\u628a\u91cc\u9762\u7684\u7269\u4f53\u81ea\u52a8\u8bc6\u522b\u3001\u5206\u5272\u51fa\u6765\uff0c\u518d\u9010\u4e2a\u5b9e\u4f8b\u5316\u548c\u8865\u5168\uff0c\u5e76\u4e14\u8d4b\u4e88\u76f8\u5e94\u7684\u7269\u7406\u5c5e\u6027 \u3002<\/p>\n

\u9010\u4e2a\u5b9e\u4f8b\u5316\u4e4b\u540e\uff0c\u673a\u5668\u4eba\u9762\u5bf9\u7684\u5c31\u4e0d\u518d\u662f\u4e00\u6574\u5757\u53ea\u80fd\u770b\u76843D\u753b\u9762\uff0c\u800c\u662f\u684c\u5b50\u3001\u676f\u5b50\u3001\u6905\u5b50\u7b49\u53ef\u4ee5\u5355\u72ec\u7f16\u8f91\u548c\u64cd\u4f5c\u7684\u5bf9\u8c61\u3002\u8fd9\u4e9b\u573a\u666f\u8fd8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63a5\u5165\u7269\u7406\u5f15\u64ce\uff0c\u7528\u6765\u8bbe\u8ba1\u6293\u53d6\u3001\u642c\u8fd0\u3001\u907f\u969c\u7b49\u4efb\u52a1\uff0c\u5e76\u91c7\u96c6\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u3001\u8f68\u8ff9\u548c\u4efb\u52a1\u6210\u8d25\u7b49\u4eff\u771f\u6570\u636e\u3002<\/p>\n

\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u4e92\u8054\u7f51\u4e0a\u5927\u91cf\u3001\u591a\u6837\u7684\u56fe\u50cf\u6279\u91cf\u8f6c\u6210\u8fd9\u6837\u76843D\u573a\u666f\u3002\u4f20\u7edf\u4eff\u771f\u573a\u666f\u4e3b\u8981\u4f9d\u9760\u4eba\u5de5\u5efa\u6a21\uff0c\u6570\u91cf\u548c\u591a\u6837\u6027\u90fd\u6bd4\u8f83\u6709\u9650\uff1b\u7528\u8fd9\u79cd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u5feb\u901f\u751f\u6210\u4e0d\u540c\u7a7a\u95f4\u3001\u7269\u4f53\u7ec4\u5408\u548c\u73af\u5883\u6761\u4ef6\u7684\u573a\u666f\uff0c\u7528\u4e8e\u673a\u5668\u4eba\u7684\u8bad\u7ec3\u548c\u8bc4\u6d4b\u3002\u5982\u679c\u673a\u5668\u4eba\u5728\u67d0\u7c7b\u573a\u666f\u4e2d\u7ecf\u5e38\u5931\u8d25\uff0c\u7cfb\u7edf\u8fd8\u53ef\u4ee5\u9488\u5bf9\u6027\u5730\u751f\u6210\u66f4\u591a\u7c7b\u4f3c\u573a\u666f\uff0c\u8ba9\u5b83\u7ee7\u7eed\u8bad\u7ec3\uff0c\u5f62\u6210\u4e0d\u65ad\u8fed\u4ee3\u7684\u6570\u636e\u95ed\u73af\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

\u4e0d\u8fc7\u524d\u63d0\u662f\u4eff\u771f\u73af\u5883\u548c\u771f\u5b9e\u4e16\u754c\u7684\u5dee\u8ddd\u8981\u8db3\u591f\u5c0f\uff0c\u4e8c\u662f\u7269\u7406\u5f15\u64ce\u672c\u8eab\u7684\u7cbe\u5ea6\u3002 \u6211\u4eec\u770b\u5230\u73b0\u5728\u7684\u5f15\u64ce\u57fa\u4e8e\u7269\u7406\u516c\u5f0f\u8ba1\u7b97\uff0c\u7b97\u521a\u4f53\u8fd8\u884c\uff0c\u78b0\u5230\u67d4\u6027\u7269\u4f53\u3001\u6d41\u4f53\u8fd9\u7c7b\u590d\u6742\u60c5\u51b5\u7cbe\u5ea6\u5c31\u4e0d\u591f\uff0c\u8fd9\u5757\u6211\u4eec\u8ba4\u4e3a\u8981\u9760\u6570\u636e\u9a71\u52a8\u7684\u53ef\u5fae\u7269\u7406\u5f15\u64ce\u53bb\u7a81\u7834\u3002<\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1aPro \u662f\u7ed9\u5177\u8eab\u7528\u7684\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u505a\u4e00\u4e2a Lite \u7ed9\u666e\u901a\u4eba\u73a9\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>Topos Pro \u66f4\u8ffd\u6c42\u8d28\u91cf\u548c\u5b8c\u6574\u7684\u4e16\u754c\u6a21\u62df\u80fd\u529b\uff0c\u800c Topos Lite \u662f\u6211\u4eec\u5bf9\u8f7b\u91cf\u5316 3D \u5e94\u7528\u7684\u4e00\u6b21\u63a2\u7d22\uff0c\u4e5f\u662f\u6211\u4eec\u964d\u4f4e 3D \u6570\u636e\u751f\u4ea7\u6210\u672c\u8fd9\u6761\u8def\u7ebf\u4e0a\u7684\u4e00\u4e2a\u6210\u679c\u3002<\/p>\n

\u6211\u4eec\u4e00\u76f4\u89c9\u5f97\uff0c3D \u8fc7\u53bb\u5f88\u96be\u771f\u6b63\u666e\u53ca\uff0c\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u539f\u56e0\u5c31\u662f\u5b83\u592a\u91cd\u4e86\u3002\u4f46\u5982\u679c\u6709\u4e00\u5929\uff0c\u4f60\u968f\u4fbf\u5c31\u80fd\u62cd\u4e0b\u53ef\u4ee5\u81ea\u7531\u6d4f\u89c8\u7684 3D \u4e16\u754c\uff0c\u53ef\u80fd\u5f88\u591a\u539f\u6765\u4e0d\u5b58\u5728\u7684\u5e94\u7528\u53ef\u80fd\u5c31\u4f1a\u51fa\u6765\u3002<\/p>\n

\u6240\u4ee5\u6211\u4eec\u628a Topos Lite \u505a\u5f97\u5f88\u8f7b\uff0c\u4e5f\u628a\u6a21\u578b\u548c\u6280\u672f\u62a5\u544a\u5f00\u6e90\u4e86\u3002\u6211\u4eec\u5e0c\u671b\u4e0d\u53ea\u662f\u81ea\u5df1\u505a\u51e0\u4e2a\u5e94\u7528\uff0c\u800c\u662f\u8ba9\u66f4\u591a\u5f00\u53d1\u8005\u62ff\u8fd9\u4e2a\u80fd\u529b\u53bb\u5c1d\u8bd5\uff0c\u770b\u770b\u8f7b\u91cf 3D \u5230\u5e95\u8fd8\u80fd\u4ea7\u751f\u4ec0\u4e48\u65b0\u7684\u4e1c\u897f\u3002\u6211\u4eec\u81ea\u5df1\u4e5f\u505a\u4e86\u4e00\u4e2a App\uff0c\u8ba9\u666e\u901a\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f53\u9a8c\u3002<\/p>\n

\u7528\u6237\u53ea\u8981\u968f\u610f\u62cd\u51e0\u5f20\u7167\u7247\uff0c\u79d2\u7ea7\u751f\u6210\u4e00\u4e2a 3D \u573a\u666f\u3002\u4ee5\u524d\u4e5f\u6709\u7c7b\u4f3c\u7684\u5e94\u7528\uff0c\u4f46\u8981\u5c0f\u5fc3\u7ffc\u7ffc\u62cd\u4e00\u6bb5\u89c6\u9891\u3001\u5728\u4e91\u7aef\u7b49\u4e0a 10 \u5206\u949f\uff0c\u666e\u901a\u7528\u6237\u6ca1\u8fd9\u4e2a\u8010\u5fc3\u3002\u73b0\u5728\u62cd\u5b8c\u9a6c\u4e0a\u6240\u89c1\u5373\u6240\u5f97\uff0c\u7528\u6237\u5c31\u613f\u610f\u73a9\u3001\u613f\u610f\u5206\u4eab\uff0c\u539f\u6765\u53d1\u670b\u53cb\u5708\u7684\u662f\u7167\u7247\uff0c\u73b0\u5728\u53ef\u4ee5\u76f4\u63a5\u5206\u4eab\u4e00\u4e2a 3D \u573a\u666f\u4e86\u3002\u5982\u679c\u8fd9\u4ef6\u4e8b\u8db3\u591f\u9ad8\u6548\u3001\u6210\u672c\u8db3\u591f\u4f4e\uff0c\u751a\u81f3\u80fd\u5728\u624b\u673a\u7aef\u4fa7\u9ad8\u6548\u8fd0\u884c\uff0c3D \u5185\u5bb9\u7684\u751f\u4ea7\u65b9\u5f0f\u4f1a\u88ab\u5f7b\u5e95\u6539\u53d8\uff0c\u5c31\u8ddf\u4eca\u5929\u62cd\u7167\u3001\u62cd\u89c6\u9891\u4e00\u6837\u7b80\u5355\u3002\u5b83\u53ef\u4ee5\u662f\u8bb0\u5f55\uff0c\u53ef\u4ee5\u662f\u5206\u4eab\uff0c\u53ef\u4ee5\u662f\u521b\u4f5c\uff0c\u4e5f\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8fdb\u5165\u6e38\u620f\u3001\u6570\u5b57\u5a31\u4e50\u3001\u7535\u5546\u3001\u865a\u5b9e\u4ea4\u4e92\u7b49\u573a\u666f \uff0c\u751a\u81f3\u6210\u4e3a\u5f88\u591a AI \u5e94\u7528\u7406\u89e3\u771f\u5b9e\u7a7a\u95f4\u7684\u5165\u53e3\u3002\u8fd9\u4e2a\u60f3\u8c61\u7a7a\u95f4\u5176\u5b9e\u975e\u5e38\u5927\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1aCosmos\u3001World Labs \u90fd\u5728\u5f80\u8fd9\u4e2a\u65b9\u5411\u6536\u655b\u3002\u4f60\u89c9\u5f97\u5f71\u6eaf\u7684\u7a97\u53e3\u671f\u8fd8\u6709\u591a\u4e45\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u6280\u672f\u4e0a\u9886\u5148\u80af\u5b9a\u90fd\u662f\u9636\u6bb5\u6027\u7684\uff0c\u6211\u89c9\u5f97\u771f\u6b63\u91cd\u8981\u7684\u4e0d\u662f\u4e00\u4e2a\u6a21\u578b\u80fd\u9886\u5148\u591a\u4e45\uff0c\u800c\u662f \u80fd\u4e0d\u80fd\u628a\u8fd9\u6bb5\u9886\u5148\u53d8\u6210\u79ef\u7d2f\u3002<\/span><\/p>\n

\u6211\u4eec\u73b0\u5728\u6700\u60f3\u5efa\u7acb\u7684\u662f\u6570\u636e\u7684\u98de\u8f6e\u3002\u8f6c\u5236\u80fd\u529b\u66f4\u5f3a\uff0c\u5c31\u80fd\u66f4\u65e9\u3001\u66f4\u4f4e\u6210\u672c\u5730\u83b7\u5f97\u5927\u91cf 3D\u30014D \u6570\u636e\uff1b\u6570\u636e\u66f4\u591a\u3001\u66f4\u4e30\u5bcc\u4e4b\u540e\uff0c\u6211\u4eec\u5c31\u6709\u66f4\u5927\u7684\u7a7a\u95f4\u53bb\u63a2\u7d22\u66f4\u5f3a\u7684\u6a21\u578b\uff0c\u6a21\u578b\u80fd\u529b\u63d0\u9ad8\u4ee5\u540e\uff0c\u53c8\u4f1a\u53cd\u8fc7\u6765\u63d0\u5347\u6570\u636e\u751f\u4ea7\u7684\u8d28\u91cf\u548c\u6548\u7387\u3002<\/p>\n

\u8fd9\u4e2a\u5faa\u73af\u4e00\u65e6\u8f6c\u8d77\u6765\uff0c\u79ef\u7d2f\u7684\u5c31\u4e0d\u53ea\u662f\u67d0\u4e00\u4ee3\u6a21\u578b\uff0c\u800c\u662f\u6570\u636e\u3001\u6a21\u578b\u548c\u6570\u636e\u751f\u4ea7\u80fd\u529b\u4e00\u8d77\u5f80\u524d\u8d70\u3002<\/p>\n

\u6240\u4ee5\u6211\u4e0d\u592a\u628a\u5b83\u7406\u89e3\u6210\u4e00\u4e2a\u5f88\u77ed\u7a97\u53e3\u671f\u3002\u771f\u6b63\u7684\u7ade\u4e89\uff0c\u662f\u8c01\u80fd\u66f4\u65e9\u628a\u8fd9\u4e2a\u5faa\u73af\u8dd1\u8d77\u6765\uff0c\u7136\u540e\u8ba9\u65f6\u95f4\u7ad9\u5728\u81ea\u5df1\u8fd9\u4e00\u8fb9\u3002<\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u5728\u56fd\u5185\u7684\u4ea7\u4e1a\u548c\u8d44\u672c\u73af\u5883\u4e0b\uff0c\u5728\u5c3d\u65e9\u517b\u6d3b\u81ea\u5df1\u548c\u805a\u7126\u6280\u672f\u7a81\u7834\u4e0a\uff0c\u6743\u91cd\u600e\u4e48\u9009\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u6211\u4eec\u5b9a\u4f4d\u81ea\u5df1\u662f\u4e00\u4e2a\u57fa\u6a21\u516c\u53f8\uff0c\u6700\u91cd\u8981\u7684\u8fd8\u662f\u4e0d\u65ad\u53bb\u7a81\u7834\u6a21\u578b\u80fd\u529b\u3001\u53bb\u6478\u9ad8\u3002\u6211\u4eec\u7684\u5224\u65ad\u662f\u4e00\u65e6\u7a7a\u95f4\u667a\u80fd\u5b9e\u73b0 ChatGPT \u65f6\u523b\uff0c\u5e94\u7528\u5c31\u4f1a\u5f00\u59cb\u7206\u53d1\u3001\u89c4\u6a21\u5316\u3002\u6240\u4ee5\u6211\u4eec\u76ee\u524d\u8fd8\u4e0d\u60f3\u592a\u65e9\u5730\u6df1\u8015\u5230\u67d0\u4e00\u4e2a\u5782\u7c7b\u53bb\u505a\u5546\u4e1a\u5316\u3001\u592a\u91cd\u89c6\u6536\u5165\u3002\u6211\u4eec\u62c5\u5fc3\u7684\u662f\uff0c\u4ece\u957f\u671f\u6765\u770b\u8fd9\u53cd\u800c\u9650\u5236\u4e86\u5929\u82b1\u677f\u3002<\/p>\n

\u4f60\u770b LLM \u7684\u53d1\u5c55\uff0c\u53ef\u80fd\u4e00\u5e74\u524d\uff0c\u5927\u5bb6\u6ca1\u6709\u60f3\u5230 Vibe Coding\u3001AI Coding \u4f1a\u662f\u8fd9\u4e48\u91cd\u8981\u7684\u4e00\u4e2a\u5e94\u7528\u3002\u5f53\u65f6\u5927\u5bb6\u89c9\u5f97\u5168\u4e16\u754c\u7a0b\u5e8f\u5458\u4e5f\u6ca1\u6709\u591a\u5c11\uff0c\u86cb\u7cd5\u6ca1\u90a3\u4e48\u5927\u3002\u4f46\u6a21\u578b\u53d1\u5c55\u8ba9\u4e0d\u4f1a\u7f16\u7a0b\u7684\u4eba\u4e5f\u53ef\u4ee5\u7528 Vibe Coding\uff0c\u8fd9\u4e2a\u91cf\u5c31\u5f88\u5927\u4e86\u3002\u6211\u4eec\u6bd5\u7adf\u662f\u7814\u53d1\u9a71\u52a8\u7684\u57fa\u6a21\u516c\u53f8\uff0c\u6a21\u578b\u80fd\u529b\u7684\u7a81\u7834\u4ece\u957f\u8fdc\u6765\u8bb2\u66f4\u91cd\u8981\uff0c\u5b83\u7684\u7a81\u7834\u4f1a\u89e3\u9501\u539f\u6765\u4f60\u60f3\u4e0d\u5230\u7684\u5546\u4e1a\u6a21\u5f0f\u548c\u5e94\u7528\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u5728 ChatGPT \u65f6\u523b\u5230\u6765\u4e4b\u524d\uff0c\u4ef7\u503c\u5faa\u73af\u7387\u5148\u4f1a\u5728\u54ea\u4e9b\u5e02\u573a\u5f62\u6210\uff1f\u5df2\u7ecf\u5370\u8bc1\u4e86\u54ea\u4e9b\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b <\/span>\uff1a <\/span>\u5728\u6b64\u4e4b\u524d\uff0c\u6211\u4eec\u76ee\u524d\u4e5f\u5728\u505a\u5546\u4e1a\u4ef7\u503c\u7684\u5370\u8bc1\uff0c\u4e3b\u8981\u662f\u4e09\u5757\u3002<\/p>\n

\u4e00\u662f\u6211\u4eec\u7684\u53ef\u63a7\u89c6\u9891\u80fd\u529b\uff0c\u8ddf\u4e00\u4e9b\u89c6\u9891\u6a21\u578b\u7ed3\u5408\uff0c\u63d0\u4f9b Agent\uff0c\u8ba9\u521b\u4f5c\u8005\u6548\u7387\u66f4\u9ad8\u3001\u505a\u51fa\u54c1\u8d28\u66f4\u9ad8\u7684\u89c6\u9891\uff0c\u8fd9\u5b8c\u5168\u662f\u53ef\u4ee5\u7684\u3002<\/p>\n

\u4e8c\u662f\u7ed9\u5177\u8eab\u505a\u6570\u636e\u670d\u52a1\u3002\u5177\u8eab\u5f88\u7f3a\u6570\u636e\uff0c\u8981\u91c7\u5f88\u591a\uff0c\u6211\u4eec\u7684\u80fd\u529b\u53ef\u4ee5\u7ed9\u5b83\u505a\u6570\u636e\u6253\u6807\u30013D \u7ed3\u6784\u5316\uff1b\u5f88\u591a\u7b2c\u4e09\u89c6\u89d2\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u53d8\u6210\u7b2c\u4e00\u89c6\u89d2\u7684\uff0c\u751a\u81f3\u53d8\u6210\u5b8c\u5168\u5168\u91cf\u76843D\u6570\u636e\uff1b\u8fd8\u53ef\u4ee5\u589e\u52a0\u591a\u6837\u6027\uff0c\u6362\u80cc\u666f\u3001\u5404\u79cd\u5149\u7167\u90fd\u53ef\u4ee5\u751f\u6210\u3002\u8fd9\u4e9b\u662f\u9a6c\u4e0a\u5c31\u80fd\u770b\u5230\u7684\u5546\u4e1a\u4ef7\u503c\u3002<\/p>\n

\u4e09\u662f\u8ddf\u4e00\u4e9b\u5934\u90e8\u5177\u8eab\u667a\u80fd\u516c\u53f8\uff0c\u8054\u5408\u7814\u53d1\u9762\u5411\u5177\u8eab\u7684\u4e16\u754c\u6a21\u578b\u3002\u73b0\u5728\u7684 World Action Model\uff0c\u5927\u5bb6\u5728\u7528\u7684\u65f6\u5019\uff0c\u91cc\u9762\u7684 World Model\u5176\u5b9e\u662f\u4e00\u4e2a 2D \u6a21\u578b\u52a0\u540e\u8bad\u7ec3\u6765\u505a\u7684\u3002\u4f46\u8fd9\u6837\u7684\u6a21\u578b\u63a8\u7406\u6bd4\u8f83\u6162\uff0c\u7a7a\u95f4\u7406\u89e3\u80fd\u529b\u6709\u9650\uff0c\u9762\u5bf9\u590d\u6742\u906e\u6321\u5c31\u4f1a\u9047\u5230\u6311\u6218\u3002<\/p>\n

\u6211\u4eec\u8ba4\u4e3a\u8fd9\u91cc\u9762\u7684\u6a21\u578b\u5e94\u8be5\u5c31\u662f\u4e00\u4e2a 3D \u4e16\u754c\u6a21\u578b\u3002\u6211\u4eec\u6700\u65b0\u7684\u4e00\u4e2a\u5de5\u4f5c\uff0c\u628a 3D \u51e0\u4f55\u7684\u8868\u5f81\u548c\u52a8\u4f5c\u7684\u8868\u5f81\u505a\u8054\u5408\u5efa\u6a21\uff0c\u5728\u4e00\u4e9b\u975e\u5e38\u6709\u6311\u6218\u6027\u7684\u590d\u6742\u4efb\u52a1\u4e0a\uff0c\u6210\u529f\u7387\u663e\u8457\u63d0\u5347\uff0c\u5177\u4f53\u6765\u8bf4\uff0c\u5728\u590d\u6742\u906e\u6321\u73af\u5883\u7684\u6570\u636e\u96c6 LIBERO-Occ \u4e0a\u6210\u529f\u7387\u4ece\u539f\u6765\u7684\u767e\u5206\u4e4b\u56db\u5341\u51e0\u63d0\u5347\u5230 80% \u4ee5\u4e0a\u3002<\/p>\n

\u53e6\u5916 Topos Lite \u6211\u4eec\u521a\u53d1\u5e03\uff0c\u5b8c\u5168\u514d\u8d39\uff0c\u6a21\u578b\u4e5f\u5f00\u6e90\u4e86\uff0c\u5c31\u662f\u60f3\u8ba9\u5927\u5bb6\u73a9\u8d77\u6765\u3002\u5982\u679c 3D \u5185\u5bb9\u771f\u7684\u8d77\u6765\u4e86\u3001\u86cb\u7cd5\u505a\u5927\u4e86\uff0c\u6211\u4eec\u54ea\u6015\u53ea\u5360\u4e00\u5c0f\u90e8\u5206\uff0c\u4e5f\u662f\u5f88\u5927\u7684\u3002<\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a \u4f60\u4eec\u73b0\u5728\u56e2\u961f\u662f\u4ec0\u4e48\u6837\u7684 \uff1f\u4f60\u600e\u4e48\u7406\u89e3\u5927\u5bb6\u90fd\u5728\u8ba8\u8bba\u7684AI Native\u7ec4\u7ec7\uff1f<\/span><\/p>\n

\u7ae0\u56fd\u950b\uff1a <\/span>\u6211\u4eec\u8fd9\u4e2a\u56e2\u961f\u5176\u5b9e\u6bd4\u8f83\u7279\u6b8a\u30023D \u4eca\u5929\u770b\u8d77\u6765\u8fd8\u662f\u4e00\u4e2a\u76f8\u5bf9\u975e\u5171\u8bc6\u7684\u65b9\u5411\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u56e0\u4e3a\u6570\u636e\u592a\u7a00\u7f3a\u3001\u6280\u672f\u94fe\u6761\u4e5f\u7279\u522b\u957f\uff0c\u5f88\u96be\u50cf\u8bed\u8a00\u6a21\u578b\u4e00\u6837\uff0c\u5f88\u5feb\u770b\u5230 Scaling \u7684\u7ed3\u679c\u3002<\/p>\n

\u4f46\u7a7a\u95f4\u672c\u8eab\u53c8\u662f\u4e00\u4e2a\u975e\u5e38\u5e95\u5c42\u7684\u95ee\u9898\u3002\u56fe\u5f62\u5b66\u3001\u4e09\u7ef4\u89c6\u89c9\u3001SLAM \u8fd9\u4e9b\u65b9\u5411\uff0c\u672c\u6765\u5c31\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u91cc\u6700\u590d\u6742\u7684\u51e0\u4e2a\u9886\u57df\u4e4b\u4e00\u3002\u4eca\u5929\u518d\u5f80\u7a7a\u95f4\u667a\u80fd\u8d70\uff0c\u53c8\u8981\u628a\u5927\u6a21\u578b\u3001\u6570\u636e\u3001\u8bad\u7ec3\u67b6\u6784\u63a5\u8fdb\u6765\uff0c\u6240\u4ee5\u5b83\u5929\u7136\u9700\u8981\u4e00\u652f\u975e\u5e38\u590d\u5408\u7684\u56e2\u961f\u3002<\/p>\n

\u6211\u4eec\u8fd9\u91cc\u65e2\u6709\u505a\u4e86\u5f88\u591a\u5e74 3D \u7684\u7814\u7a76\u8005\uff0c\u4e5f\u6709\u975e\u5e38\u5e74\u8f7b\u7684 00 \u540e\u3002\u8001\u4e00\u4ee3\u5e26\u6765\u7684\u662f\u957f\u671f\u79ef\u7d2f\u548c\u5224\u65ad\uff0c\u5e74\u8f7b\u4eba\u5e26\u6765\u65b0\u7684\u6a21\u578b\u3001\u65b0\u7684\u5de5\u5177\u548c\u66f4\u5927\u80c6\u7684\u60f3\u6cd5\u3002\u5f88\u591a\u597d\u7684\u7ed3\u679c\uff0c\u6070\u6070\u662f\u8fd9\u4e24\u79cd\u4e1c\u897f\u78b0\u5728\u4e00\u8d77\u51fa\u6765\u7684\u3002<\/p>\n

Topos-Lite \uff08\u5f00\u6e90\u540d\u79f0\u4e3a QuerySplat \uff09 \u5c31\u662f\u4e00\u4e2a\u5f88\u5178\u578b\u7684\u4f8b\u5b50\uff0c\u5b83\u662f\u7531 00 \u540e\u7814\u7a76\u5458\u4e3b\u5bfc\uff0c\u6709\u7ecf\u9a8c\u7684\u7814\u7a76\u5458\u5728\u540e\u9762\u652f\u6301\uff0c\u6709\u8db3\u591f\u597d\u76843D infra\uff0c\u4e00\u8d77\u78b0\u649e\u51fa\u6765\u7684\u3002\u6211\u89c9\u5f97\u8fd9\u79cd\u7ec4\u5408\u7279\u522b\u6709\u610f\u601d\uff0c\u5e74\u8f7b\u4eba\u53ef\u4ee5\u5927\u80c6\u5f80\u524d\u51b2\uff0c\u4f46\u53c8\u4e0d\u662f\u4ece\u96f6\u5f00\u59cb\uff0c\u540e\u9762\u6709\u5f88\u591a\u5e74\u79ef\u7d2f\u4e0b\u6765\u7684\u4e1c\u897f\u6258\u7740\u4ed6\u3002<\/p>\n

<\/p>\n

\u6240\u4ee5\u6211\u7406\u89e3\u7684 AI Native\uff0c\u4e5f\u4e0d\u53ea\u662f\u5927\u5bb6\u90fd\u4f1a\u7528 AI Coding\u3002\u8fd9\u4e2a\u5f53\u7136\u4f1a\u63d0\u9ad8\u6548\u7387\uff0c\u4f46\u4e0d\u662f\u6700\u672c\u8d28\u7684\u3002 \u66f4\u91cd\u8981\u7684\u662f\u7ec4\u7ec7\u8981\u8db3\u591f\u6241\u5e73\uff0c\u8ba9\u6700\u597d\u7684\u60f3\u6cd5\u53ef\u4ee5\u6700\u5feb\u88ab\u9a8c\u8bc1\u3002<\/span><\/p>\n

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*\u5934\u56fe\u6765\u6e90\uff1a \u5f71\u6eaf\u79d1\u6280<\/span><\/p>\n

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