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2024\u5e74\uff0c\u667a\u8c61\u672a\u6765\u5f00\u6e90\u4e86HiDream-I1\u6a21\u578b\u4ee5\u64ac\u52a8\u58f0\u91cf\u3002\u5982\u4eca\uff0c\u8fd9\u5bb6\u6210\u7acb\u521a\u4e09\u5e74\u51fa\u5934\u7684\u516c\u53f8B\u8f6e\u878d\u8d44<\/a>\u6b63\u5728\u4ea4\u5272\u4e2d\uff0cARR\uff08\u5e74\u5ea6\u7ecf\u5e38\u6027\u6536\u5165\uff09\u5df2\u8fbe\u6570\u5343\u4e07\u7f8e\u91d1\u7ea7\u522b\u3002<\/p>\n \u4e16\u754c\u6a21\u578b\u7684\u4e09\u91cd\u5b9a\u4e49\u4e0e\u5168\u6a21\u6001\u7ec8\u5c40<\/strong><\/p>\n \u9762\u5bf9"\u4e16\u754c\u6a21\u578b"\u8fd9\u4e00\u6982\u5ff5\u6df7\u4e71\u7684\u6280\u672f\u8def\u7ebf\u4e4b\u4e89\uff0c\u59da\u9706\u7ed9\u51fa\u4e86\u6e05\u6670\u7684\u5206\u7c7b\u6846\u67b6\u3002<\/p>\n 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learning\uff0c\u4f1a\u5bf9\u4e0b\u5c42skills\u7684\u4e00\u4e9b\u7ba1\u7406\u3001\u9002\u914d\u4ee5\u53ca\u7ec4\u5408\uff0c\u5e95\u5c42\u53ef\u80fd\u662fOS\uff0c\u7c7b\u4f3cOpenClaw\u7684\u5f62\u6001\u3002"<\/p>\n \u59da\u9706\u8fdb\u4e00\u6b65\u9610\u91ca\u8fd9\u4e00\u8303\u5f0f\u4e0e\u4e16\u754c\u6a21\u578b\u7684\u5173\u7cfb\uff1a"\u5982\u679c\u771f\u7684\u6709\u4e00\u4e2a\u5f88\u5f3a\u5927\u7684\u5168\u6a21\u6001\u7684\u4e16\u754c\u6a21\u578b\uff0c\u90a3\u5c31\u53ef\u4ee5\u5f88\u597d\u7684\u652f\u6301\u7528\u6237\u7684\u8f93\u5165\u53ef\u4ee5\u662f\u4efb\u610f\u6a21\u6001\u751a\u81f3\u662f\u540c\u65f6\u6709\u591a\u4e2a\u6a21\u6001\uff0c\u4e0b\u5c42\u7684skills\u4e5f\u662f\u5404\u79cd\u6a21\u6001\uff0c\u4e2d\u95f4\u7684harness\u5bf9\u8fd9\u4e9b\u6a21\u6001\u7684\u7ba1\u7406\u4e5f\u662f\u5168\u6a21\u6001\u7684\uff0c\u771f\u6b63\u53ef\u4ee5\u505a\u5230\u7aef\u5230\u7aef\u5b8c\u6210\u7528\u6237\u60f3\u521b\u4f5c\u7684\u4efb\u4f55\u4efb\u52a1\u3002"<\/p>\n 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\u5728\u57fa\u672c\u4e0a\u6ca1\u6709\u8fdb\u884c\u6295\u6d41\u83b7\u5ba2\u7684\u81ea\u7136\u72b6\u6001\u4e0b\uff0c\u53bb\u5e74\u4e0a\u7ebf\u7684vivago\u76ee\u524d\u6d77\u5916\u4e13\u4e1a\u521b\u4f5c\u7528\u6237\u5df2\u8d85\u8fc7\u4e09\u5343\u4e07\uff0c\u5355\u662f\u4eca\u5e74Q1\u65b0\u589e\u7528\u6237\u5c31\u63a5\u8fd1\u4e24\u5343\u4e07\uff0c"\u5e0c\u671b\u4eca\u5e74\u5f88\u6709\u53ef\u80fd\u4f1a\u505a\u5230\u8d85\u8fc7\u4e00\u4e2a\u4ebf\u7528\u6237"\u3002AI\u5f71\u89c6\u8d5b\u9053"\u4e0d\u5b8c\u5168\u7edf\u8ba1\u6211\u4eec\u5df2\u7ecf\u5236\u4f5c\u8d85\u8fc7\u4e94\u5343\u5206\u949f\u77ed\u6f2b\u5267\u4e86"\uff0c\u5305\u62ec12\u96c6\u6f2b\u5267\u300a\u91cf\u5b50\u6e56\u4f20\u8bf4\u300b\u548c\u53c2\u4e0e\u6625\u665a\u5408\u80a57\u5206\u949f\u7684\u5236\u4f5c\u3002\u8425\u9500\u573a\u666f\u5219\u5ef6\u7eed\u4e86\u56e2\u961f\u4ece\u4eac\u4e1c\u65f6\u671f\u79ef\u7d2f\u7684\u57fa\u56e0\u3002<\/p>\n \u5373\u5c06\u53d1\u5e03\u7684"\u5e27\u8d5e"\u4ea7\u54c1\u7784\u51c6AI\u5f71\u89c6\u7684\u5de5\u4e1a\u5316\u6807\u51c6\u3002"\u6211\u4eec\u4e0a\u5468\u53c2\u52a0\u5b89\u5fbd\u7d2b\u4e91\u5c71\u7684\u5fae\u77ed\u5267\u5927\u4f1a\uff0c\u8fd9\u4e2a\u884c\u4e1a\u6709\u4e2a\u5f88\u91cd\u8981\u7684\u95ee\u9898\u2014\u2014\u4e4b\u524d\u5feb\u901f\u4e0a\u8fd9\u4e48\u591aAI\u6f2b\u6539\u7684\u5267\uff0c\u4f46\u662f\u8d28\u91cf\u504f\u4f4e\u3002\u4e3a\u4ec0\u4e48\u53ea\u670910%\u7684\u80fd\u8d5a\u94b1\uff0c\u56e0\u4e3a\u89c2\u4f17\u7684\u9700\u6c42\u6c34\u5e73\u5f88\u9ad8\u7684\uff0c\u6211\u4eec\u8fd8\u662f\u5e0c\u671b\u4e3a\u8fd9\u4e2a\u884c\u4e1a\u63d0\u4f9b\u4e00\u4e2a\u66f4\u9ad8\u8d28\u91cf\u7684\u3001\u5de5\u4e1a\u5316\u6807\u51c6\u7684\u534f\u4f5c\u5de5\u5177\u3002"<\/p>\n \u5546\u4e1a\u5316\u7ed3\u6784\u4e0a\uff0c\u76ee\u524d2B\u6536\u5165\u5927\u4e8e2C\uff0c\u4f46\u59da\u9706\u8ba4\u4e3aAgent\u4f53\u7cfb\u7684\u53d1\u5c55"\u53ef\u80fd\u4f1a\u5e26\u6765\u66f4\u591a\u76842C\u7684\u53ef\u80fd\u6027\uff0c\u7a7a\u95f4\u548c\u6f5c\u529b\u66f4\u5927\uff0c\u6240\u4ee5\u4e0d\u6392\u96642C\u7684\u6bd4\u4f8b\u672a\u6765\u4f1a\u63d0\u5347"\u3002<\/p>\n \u53cc\u5be1\u5934\u683c\u5c40\u4e0b\u7684\u751f\u5b58\u6cd5\u5219\uff1a\u901f\u5ea6\u3001\u67b6\u6784\u4e0eAgent<\/strong><\/p>\n \u9762\u5bf9\u5b57\u8282\uff08\u5373\u68a6\uff09\u548c\u5feb\u624b\uff08\u53ef\u7075\uff09\u7684\u751f\u6001\u95ed\u73af\uff0c\u59da\u9706\u5e76\u4e0d\u8ba4\u4e3a\u521d\u521b\u516c\u53f8\u6ca1\u6709\u673a\u4f1a\u3002<\/p>\n "\u4eca\u5929\u8fd9\u4e2a\u65f6\u4ee3\uff0c\u5927\u5bb6\u53bb\u505a\u4eba\u5de5\u667a\u80fd<\/a>\uff0c\u673a\u4f1a\u6765\u8bf4\u662f\u76f8\u5bf9\u4f1a\u6bd4\u8f83\u5e73\u7b49\u7684\uff0c"\u4ed6\u8bf4\uff0c"\u4f46\u662f\u4f5c\u4e3a\u521d\u521b\u516c\u53f8\uff0c\u6211\u89c9\u5f97\u6709\u51e0\u70b9\u8fd8\u662f\u8981\u505a\u597d\u624d\u6709\u53ef\u80fd\u6293\u4f4f\u673a\u4f1a\u3002"<\/p>\n \u9996\u5148\u662f\u6280\u672f\u67b6\u6784\u7684\u6301\u7eed\u9886\u5148\u3002"\u4ece2023\u5e74Unet\u5f00\u59cb\uff0c\u5230DiT\uff0c\u5230\u540e\u6765\u6211\u4eec\u505a\u5230\u6269\u6563\u81ea\u56de\u5f52\u67b6\u6784Diffusion + Auto-Regressive\uff0c\u4eca\u5929\u6211\u4eec\u505a\u7684\u4e00\u4e2a\u5168\u6a21\u6001\u5168\u65b0\u7684\u67b6\u6784\uff0c\u53ef\u4ee5\u8ba4\u4e3a\u6211\u4eec\u6bcf\u6b21\u8fd8\u662f\u7cbe\u51c6\u7684\u8e29\u4f4f\u4e86\u6574\u4e2a\u6280\u672f\u8fed\u4ee3\u7684\u7a81\u7834\u53e3\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u65f6\u95f4\u70b9\u4e0a\u8fd8\u4f1a\u9886\u5148\u51e0\u4e2a\u6708\uff0c\u6709\u53ef\u80fd3\u4e2a\u6708\u30016\u4e2a\u6708\u3002"<\/p>\n \u5176\u6b21\u662f\u4ea7\u54c1\u901f\u5ea6\u5fc5\u987b\u5feb\u4e8e\u5927\u5382\u3002"\u6709\u5f88\u591a\u7684\u5e94\u7528\u573a\u666f\u4ee5\u524d\u662f\u4e0d\u4f1a\u62cd\u8111\u888b\u60f3\u51fa\u6765\u7684\uff0c\u8fd9\u79cd\u624d\u662f\u6211\u4eec\u6240\u8bf4\u7684\u901f\u5ea6\u4e00\u5b9a\u8981\u5feb\uff0c\u4e00\u5b9a\u8981\u628a\u5927\u5382\uff0c\u751a\u81f3\u8981\u505a\u5f97\u6bd4\u5be1\u5934\u4eec\u901f\u5ea6\u66f4\u5feb\u3001\u8fed\u4ee3\u66f4\u5feb\u3002"\u8fd9\u662f\u521b\u4e1a\u516c\u53f8\u6240\u62e5\u6709\u7684\u7075\u6d3b\u6027\u4fbf\u5229\u3002<\/p>\n \u7b2c\u4e09\u662f\u8df3\u51fa\u80fd\u529b\u7ade\u4e89\u7684\u7ef4\u5ea6\uff0c\u8f6c\u5411Agentic\u7684\u7aef\u5230\u7aef\u521b\u4f5c\u3002"Sora\u8fd9\u4e00\u7c7b\u4ea7\u54c1\u53ea\u662f\u63d0\u4f9b\u4e86\u4e00\u79cd\u80fd\u529b\uff0c\u4f46\u662f\u5b83\u5e76\u6ca1\u6709\u4e3a\u7528\u6237\u63d0\u4f9b\u5b8c\u6210\u521b\u4f5c\u4efb\u52a1\u7684\u667a\u80fd\u4f53\u4f53\u7cfb\uff0c\u6211\u89c9\u5f97\u8fd9\u53ef\u80fd\u662f\u6211\u4eec\u63a5\u4e0b\u6765\u6700\u5927\u7684\u673a\u4f1a\u3002\u672a\u6765\u6211\u4eec\u4ea7\u54c1\u7684\u53d1\u5c55\u53ef\u80fd\u5b8c\u5168\u7684\u8df3\u5f00\u80fd\u529b\u672c\u8eab\u53bb\u5e2e\u52a9\u7528\u6237\u4fbf\u6377\u5730\u5b8c\u6210\u7aef\u5230\u7aef\u7684\u771f\u6b63\u7684\u521b\u4f5c\u3002"<\/p>\n \u59da\u9706\u7528"\u53d1\u6325\u6709\u9650\u5f39\u836f\u7684\u529b\u91cf\u540c\u65f6\u4fdd\u6301\u7075\u6d3b\u6027"\u6765\u5f62\u5bb9\u8fd9\u4e00\u7b56\u7565<\/a>\u2014\u2014"\u53ea\u8981\u4e0b\u9762\u7684\u5168\u6a21\u6001Harness\u5e73\u53f0\u505a\u597d\uff0c\u4e0a\u9762Agent\u53ef\u4ee5\u5f88\u5feb\u901f\u7684\u8fdb\u884c\u8c03\u6574"\u3002<\/p>\n \u56fd\u4ea7\u7b97\u529b\u9002\u914d\u4e0e\u5177\u8eab\u667a\u80fd\u5e03\u5c40<\/strong><\/p>\n \u5728\u7b97\u529b\u5c42\u9762\uff0c\u667a\u8c61\u672a\u6765\u5df2\u5b8c\u6210\u4e0e\u963f\u91cc\u4e91\u3001\u534e\u4e3a<\/a>\u4e91\u3001\u5bd2\u6b66\u7eaa\u7b49\u56fd\u4ea7\u7b97\u529b\u7684\u5546\u4e1a\u9002\u914d\u3002"\u4e0a\u7ebf\u4e4b\u524d\u6211\u4eec\u90fd\u4f1a\u505a\u5f88\u597d\u7684\u9002\u914d\u4ee5\u53ca\u6548\u679c\u7684\u5bf9\u6bd4\uff0c\u4e00\u5b9a\u662f\u8fbe\u5230\u6548\u679c\u9884\u671f\u624d\u4f1a\u5207\u6362\u5230\u65b0\u7684\u7b97\u529b\u5e73\u53f0\u3002"\u59da\u9706\u8868\u793a\u3002<\/p>\n \u5177\u8eab\u667a\u80fd\u662f\u53e6\u4e00\u4e2a\u6218\u7565\u65b9\u5411\u3002"\u6700\u8fd1\u5df2\u7ecf\u5f00\u59cb\u8ddf\u5177\u8eab\u667a\u80fd\u4e13\u4e1a\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u4f01\u4e1a\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\u7b49\u5f00\u59cb\u6218\u7565\u5408\u4f5c\uff0c\u5e2e\u52a9\u4ed6\u4eec\u9996\u5148\u89e3\u51b3\u5177\u8eab\u667a\u80fd\u7684\u9ad8\u7cbe\u5ea6\u8bad\u7ec3\u6570\u636e\u95ee\u9898\uff0c\u6211\u4eec\u4f1a\u7ed3\u5408\u771f\u5b9e\u7684\u6570\u636e\u548c\u591a\u6a21\u6001\u5927\u6a21\u578b\u751f\u6210\u7684\u6570\u636e\uff0c\u53bb\u505a\u4e00\u4e2a\u878d\u5408\uff0c\u65e2\u53ef\u4ee5\u7ed9\u5177\u8eab\u667a\u80fd\u672c\u4f53\u5382\u5546\u7528\u6237\u53bb\u9884\u8bad\u7ec3VLA\u6a21\u578b\uff0c\u5f53\u89c6\u9891\u6570\u636e\u7684\u7cbe\u5ea6\u8fbe\u5230\u6beb\u7c73\u7ea7\u522b\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u540e\u8bad\u7ec3\uff0c"\u59da\u9706\u900f\u9732\u3002"<\/p>\n \u4ed6\u8ba4\u4e3a\uff0c\u5168\u6a21\u6001\u6a21\u578b\u4f5c\u4e3a\u5e95\u5ea7\uff0c"\u65e0\u5916\u4e4e\u6211\u7684\u8f93\u5165\u3001\u8f93\u51fa\u53ef\u4ee5\u662fVideo\u4e5f\u53ef\u4ee5\u662f\u52a8\u4f5c\uff0c\u6574\u4e2a\u6a21\u578b\u4f1a\u652f\u6301\u591a\u6837\u6027\u7684\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u5b83\u5c31\u53ef\u4ee5\u9002\u914d\u6211\u4eca\u5929\u505a\u5177\u8eab\u53bb\u751f\u6210\u6570\u636e\uff0c\u6216\u8005\u8bf4\u4eca\u5929\u76f4\u63a5\u53bb\u505aVLA\uff0c\u505aaction prediction"\u3002<\/p>\n \u5173\u4e8eSora\u5173\u505c\u4e0e\u884c\u4e1a\u5206\u5316<\/strong><\/p>\n \u5bf9\u4e8eOpenAI<\/a>\u5173\u505cSora\u7684\u6d88\u606f\uff0c\u59da\u9706\u5c06\u5176\u7f6e\u4e8e\u66f4\u5927\u7684\u884c\u4e1a\u5206\u5316\u80cc\u666f\u4e0b\u7406\u89e3\u3002<\/p>\n 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