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all-in\uff0c\u53ea\u6709\u4e00\u6b21\u5168\u5792\u6253\u7684\u673a\u4f1a\uff0c\u8981\u9009\u5c31\u9009\u6700\u4f1f\u5927\u7684\u3002\u5982\u679c\u4ed6\u7684\u7406\u60f3\u3001\u6280\u672f\u3001scale up\u8303\u5f0f\u90fd\u80fd\u8ba9\u6211\u4fe1\u670d\uff0c\u6211\u5c31\u8ddf\u4ed6\u5e72\u3002\u201d<\/p>\n<p>\u8c2d\u6052\u6977\u7684\u76ee\u6807\u662f\uff1a\u627e\u4e00\u4e2a\u4f1f\u5927\u7684\u7ec4\u7ec7\u3002<\/p>\n<p>\u627e\u4e86\u4e00\u5708\u540e\u4ed6\u53d1\u73b0\u2014\u2014<\/p>\n<p>\u6211\u7684\u610f\u4e2d\u4eba\u5230\u5e95\u5728\u54ea\uff01<\/p>\n<p>\u8c2d\u6052\u6977\u6709\u70b9\u6280\u672f\u7406\u60f3\u4e3b\u4e49\uff0c\u6e34\u671b\u627e\u5230\u4e00\u4e2a\u5c5e\u4e8e\u5177\u8eab\u7684 DeepSeek\uff0c\u201c\u6881\u6587\u5cf0\u81ea\u5df1\u90fd\u8fd8\u5728\u5199\u4ee3\u7801\uff0c\u4e00\u4e2a\u5341\u5e74\u6ca1\u8bad\u8fc7\u795e\u7ecf\u7f51\u7edc\u7684\u4eba\uff0c\u4ed6\u80fd\u5f15\u9886AI\u6280\u672f\u7684\u53d1\u5c55\u5417\uff1f\u201d<\/p>\n<p>\u5f88\u591a\u521b\u59cb\u4eba\u8fd8\u662f\u4e70\u6d41\u91cf\u3001\u641e\u7528\u6237\u589e\u957f\u3001\u505a\u6570\u636e\u98de\u8f6e\u95ed\u73af\u90a3\u4e00\u5957\u3002\u8c2d\u6052\u6977\u8ba4\u4e3a\uff0c\u5728AGI\u6280\u672f\u672a\u6536\u655b\u7684\u65f6\u5019\uff0c\u6570\u636e\u98de\u8f6e\u5bf9\u6a21\u578b\u80fd\u529b\u6ca1\u6709\u63d0\u5347\u3002\u201ckimi\u6700\u5f00\u59cb\u4e5f\u7838\u94b1\u53bb\u4e70\u6d41\u91cf\uff0c\u7ed3\u679cDAU\u88ab Deepseek 10\u5929\u8d85\u8fc7\uff0c\u8fd9\u5c31\u662f\u4e92\u8054\u7f51\u601d\u7ef4\u5957\u5728AI\u65f6\u4ee3\u4e0a\u7684\u4e00\u4e2a\u9519\u8bef\u4f8b\u5b50\u3002\u201d<\/p>\n<p>Christensen\u5728\u300a\u521b\u65b0\u8005\u7684\u7a98\u5883\u300b\u91cc\u8bb2\u5230\uff0c\u6240\u6709\u521b\u65b0\u8005\u90fd\u6ca1\u6cd5\u5728\u4e0b\u4e00\u4e2a\u98a0\u8986\u6027\u7684\u65f6\u4ee3\u91cc\u5360\u5f97\u5148\u673a\u3002\u5176\u4e2d\u6709\u5546\u4e1a\u6a21\u5f0f\u7684\u95ee\u9898\uff0c\u4e5f\u6709\u6280\u672f\u8ba4\u77e5\u7684\u5c40\u9650\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\uff0cGoogle\u6253\u4e0d\u8fc7OpenAI\uff0c\u5927\u5382\u6253\u4e0d\u8fc7DeepSeek\u3002<\/p>\n<p>00\u540e\u7684\u8c2d\u6052\u6977\u4e0d\u5403\u4e92\u8054\u7f51\u90a3\u4e00\u5957\uff0c\u6b63\u56e0\u5982\u6b64\uff0c\u4ed6\u8ba4\u4e3a\u81ea\u5df1\u80fd\u591f\u7a81\u7834\u201c\u521b\u65b0\u8005\u7684\u7a98\u5883\u201d\u3002\u5927\u5382\u7684\u57fa\u56e0\u51b3\u5b9a\u4ed6\u4eec\u505a\u4e0d\u4e86\u901a\u7528\u667a\u80fd\uff0c\u6253\u8d4f\u3001\u8c46\u5305\u3001\u6295\u6d41\u3001\u4ea7\u54c1\uff0c\u8fd9\u4e9b\u5728AGI\u65f6\u4ee3\u90fd\u6ca1\u7528\u3002\u8981\u7a81\u7834\u7a98\u5883\uff0c\u4e0d\u662f\u589e\u91cf\u7684\u6539\u8fdb\uff0c\u4e5f\u4e0d\u662fVLM\u53d8VLA\uff0c\u800c\u662f\u98a0\u8986\u6027\u7684\u6280\u672f\u8303\u5f0f\u3002<\/p>\n<p>\u5177\u8eab\u6709\u5f88\u591a\u81ea\u52a8\u9a7e\u9a76\u3001\u4f20\u7edfCV\u5207\u8fc7\u6765\u7684\u4eba\uff0c\u4f46\u4eba\u8138\u8bc6\u522b\u90a3\u4e00\u5957\u611f\u77e5\u667a\u80fd\u6bd5\u7adf\u5df2\u662f\u4e0a\u4e00\u4ee3AI\uff0c\u6280\u672f\u4e0a\u5e76\u6ca1\u6709\u964d\u7ef4\u6253\u51fb\u7684\u4f18\u52bf\u3002\u8c2d\u6052\u6977\u8ba4\u4e3a\uff0c\u81ea\u52a8\u9a7e\u9a76\u3001\u786c\u4ef6\u3001VLA\uff0c\u90fd\u4e0d\u662fAI\u6700\u672c\u8d28\u7684\u53d8\u91cf\u3002\u6700\u672c\u8d28\u7684\u53d8\u91cf\uff0c\u662f\u7269\u7406\u4e16\u754c\u7684\u667a\u80fd\u3002<\/p>\n<p>ChatGPT\u7b49\u5927\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u8ba9\u4ed6\u770b\u5230AI\u771f\u6b63\u6d8c\u73b0\u51fa\u6765\u7684\u4e00\u4e9b\u667a\u80fd\u3002\u76ee\u524d\u5177\u8eab\u7684GPT\u65f6\u523b\u8fd8\u672a\u6765\u4e34\uff0c\u5c31\u50cf17\u5e74transformer\u521a\u51fa\u6765\u7684\u65f6\u5019\uff0c\u73b0\u5728\u6b63\u662f\u767e\u82b1\u9f50\u653e\u7684\u63a2\u7d22\u9636\u6bb5\u3002\u201c\u6211\u611f\u89c9\u5468\u56f4\u6709\u70ed\u60c5\u7684\u5e74\u8f7b\u4eba\u5176\u5b9e\u5e76\u4e0d\u591a\uff0c\u6e05\u534e\u641e\u8ba1\u7b97\u673a\u7684\u540c\u5b66\u4e2d\u5c31\u6ca1\u51e0\u4e2a\uff0c\u5927\u5bb6\u8be5\u66f4\u72c2\u5984\u4e00\u70b9\uff0c\u575a\u6301\u505a\u96be\u800c\u6b63\u786e\u7684\u4e8b\u60c5\u3002\u201d<\/p>\n<p>\u8c2d\u6052\u6977\u4e0a\u9ad8\u4e2d\u7684\u65f6\u5019\uff0c\u4ed6\u7238\u603b\u548c\u4ed6\u8bb2\uff0c\u4e0d\u5fc5\u4e3a\u77ed\u671f\u6ce2\u52a8\u800c\u7126\u8651\uff0c\u4f60\u8981\u624e\u6839\u4e00\u4e2a\u65b9\u5411\uff0c\u5e76\u4e14\u957f\u671f\u6267\u884c\u4e0b\u53bb\u3002\u5f53\u65f6\u8c2d\u6052\u6977\u7684\u7ade\u8d5b\u548c\u6587\u5316\u8bfe\u6210\u7ee9\u90fd\u4e0d\u7406\u60f3\uff0c\u8001\u5e08\u540c\u5b66\u5bf9\u4ed6\u4e00\u756a\u70ed\u8bbd\u52a0\u51b7\u5632\u3002\u5728\u5b66\u6821\u6ca1\u6709\u503e\u8bc9\u5bf9\u8c61\uff0c\u8c2d\u6052\u6977\u4e00\u8154\u82e6\u6c34\u53ea\u80fd\u56de\u5bb6\u8ddf\u7238\u5988\u5012\u3002<\/p>\n<p>\u201c\u6211\u7238\u8bf4\u8fc7\u5f88\u591a\u8bdd\u8ddf\u6bb5\u6c38\u5e73\u5f88\u50cf\uff0c\u4ed6\u8001\u8bf4\uff0c\u5feb\u5c31\u662f\u6162\uff0c\u6162\u5c31\u662f\u5feb\u3002\u60f3\u8d5a\u5feb\u94b1\uff0c\u94b1\u6765\u7684\u5c31\u6162\uff0c\u8d5a\u6162\u94b1\uff0c\u53cd\u800c\u80fd\u4eab\u53d7\u5230\u65f6\u95f4\u7684\u590d\u5229\u3002\u201d<\/p>\n<p>\u80a1\u7968\uff0c\u6700\u91cd\u8981\u7684\uff0c\u662f\u7b49\u3002\u4eba\u751f\uff0c\u6700\u91cd\u8981\u7684\uff0c\u4e5f\u662f\u7b49\u3002<\/p>\n<p>\u7236\u6bcd\u8fd9\u5757\u575a\u5f3a\u7684\u540e\u76fe\uff0c\u7a33\u7a33\u9876\u5728\u4e86\u8c2d\u6052\u6977\u7684\u80cc\u540e\u3002\u82e6\u8bfb\u4e00\u5e74\uff0c\u4ed6\u62ff\u5230\u4e86NOI\u94f6\u724c\uff0c\u5168\u56fd\u524d100\u540d\u3002\u6559\u7ec3\u90fd\u9707\u60ca\u4e86\uff0c\u4ece\u6ca1\u89c1\u8fc7\u4e00\u5e74\u5c31\u5b66\u5230\u8fd9\u79cd\u6210\u7ee9\u7684\uff0c\u4e00\u822c\u4eba\u53ef\u90fd\u89817\u30018\u5e74\u7684\u65f6\u95f4\u5450\uff01<\/p>\n<p>\u8c2d\u6052\u6977\u559c\u6b22\u5df4\u83f2\u7279\uff0c\u81ea\u5df1\u4e5f\u662f\u4e2a\u4ef7\u503c\u6295\u8d44\u8005\u3002\u4ed68\u5c81\u65f6\u53d7\u7236\u4eb2\u718f\u9676\u5f00\u59cb\u63a5\u89e6\u80a1\u7968\uff0c\u540e\u7ecf\u5f90\u65b0\u7684\u8033\u6fe1\u76ee\u67d3\uff0c\u5728a\u80a1\u3001\u6e2f\u80a1\u3001\u7f8e\u80a1\u4e2d\u79c9\u6301\u957f\u671f\u4e3b\u4e49\u7684\u6295\u8d44\u7406\u5ff5\uff0c\u548c\u201c\u4f1f\u5927\u7684\u516c\u53f8\u201d\u4e00\u8d77\u6210\u957f\uff0c\u5e74\u5316\u6536\u76ca\u7387\u80fd\u8fbe\u523040%\u3002<\/p>\n<p>\u9664\u4e86\u80a1\u5e02\u4e0a\u7684\u7814\u7a76\uff0c\u4ed6\u804a\u8d77\u623f\u5e02\u4e5f\u6d25\u6d25\u4e50\u9053\uff0c\u201c\u6211\u89c9\u5f97\u73b0\u5728\u5317\u4e0a\u5e7f\u7684\u623f\u4ef7\u5df2\u663e\u8457\u9ad8\u4e8e\u5176\u5185\u5728\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