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Garry Tan\uff1a<\/strong>Demis Hassabis\u62e5\u6709\u79d1\u6280\u754c\u6700\u4e0d\u5bfb\u5e38\u7684\u804c\u4e1a\u751f\u6daf\u4e4b\u4e00\u3002\u4ed6\u5c0f\u65f6\u5019\u662f\u56fd\u9645\u8c61\u68cb\u795e\u7ae5\uff0c17\u5c81\u65f6\u8bbe\u8ba1\u4e86\u9996\u6b3e\u70ed\u95e8\u7535\u5b50\u6e38\u620f\u300a\u4e3b\u9898\u516c\u56ed\u300b\u3002\u968f\u540e\u4ed6\u91cd\u8fd4\u6821\u56ed\u83b7\u5f97\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u53d1\u8868\u4e86\u5173\u4e8e\u5927\u8111\u8bb0\u5fc6\u548c\u60f3\u8c61\u529b\u8fd0\u4f5c\u673a\u5236\u7684\u57fa\u7840\u6027\u7814\u7a76\u6210\u679c\u30022010\u5e74\u4ed6\u8054\u5408\u521b\u7acb\u4e86DeepMind\uff0c\u53ea\u6709\u4e00\u4e2a\u4f7f\u547d\uff1a\u89e3\u51b3\u667a\u80fd\u95ee\u9898\u3002\u6211\u8ba4\u4e3a\u4ed6\u4eec\u5df2\u7ecf\u505a\u5230\u4e86\u3002<\/p>\n

\u4ece\u90a3\u65f6\u8d77\uff0c\u4ed6\u7684\u5b9e\u9a8c\u5ba4\u4e0d\u65ad\u53d6\u5f97\u90a3\u4e9b\u88ab\u5927\u591a\u6570\u4eba\u8ba4\u4e3a\u8fd8\u9700\u51e0\u5341\u5e74\u624d\u80fd\u5b9e\u73b0\u7684\u6210\u5c31\u3002AlphaGo\u51fb\u8d25\u4e86\u56f4\u68cb\u4e16\u754c\u51a0\u519b\uff0cAlphaFold\u653b\u514b\u4e86\u56f0\u6270\u751f\u7269\u5b66\u754c50\u5e74\u7684\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u91cd\u5927\u6311\u6218\uff0c\u5e76\u5c06\u6210\u679c\u514d\u8d39\u63d0\u4f9b\u7ed9\u5168\u7403\u79d1\u5b66\u5bb6\uff0c\u8fd9\u9879\u5de5\u4f5c\u8ba9\u4ed6\u8d62\u5f97\u4e86\u53bb\u5e74\u7684\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u3002\u5982\u4ecaDemis\u9886\u5bfc\u7740Google DeepMind\u56e2\u961f\u6784\u5efaGemini\uff0c\u5e76\u671d\u7740\u4ed6\u9752\u5c11\u5e74\u65f6\u671f\u5c31\u8bbe\u5b9a\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd(AGI)\u76ee\u6807\u52aa\u529b\u3002\u8ba9\u6211\u4eec\u6b22\u8fceDemis\u3002<\/p>\n

\u4f60\u5bf9AGI\u7684\u601d\u8003\u6bd4\u51e0\u4e4e\u4efb\u4f55\u4eba\u90fd\u8981\u4e45\u3002\u5ba1\u89c6\u5f53\u524d\u7684\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u3001RLHF\u548c\u601d\u7ef4\u94fe(CoT)\u7b49\u8303\u5f0f\uff0c\u4f60\u8ba4\u4e3a\u5728AGI\u7684\u6700\u7ec8\u67b6\u6784\u4e2d\u6211\u4eec\u5df2\u7ecf\u638c\u63e1\u4e86\u591a\u5c11\uff1f\u76ee\u524d\u6839\u672c\u4e0a\u7f3a\u5931\u7684\u53c8\u662f\u4ec0\u4e48\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u9996\u5148\u611f\u8c22Garry\u7cbe\u5f69\u7684\u4ecb\u7ecd\uff0c\u5f88\u9ad8\u5174\u6765\u5230\u8fd9\u91cc\uff0c\u611f\u8c22\u5927\u5bb6\u7684\u6b22\u8fce\u3002\u8fd9\u4e2a\u573a\u5730\u975e\u5e38\u68d2\uff0c\u6211\u4ee5\u540e\u5f97\u591a\u6765\u3002\u80fd\u5728\u8fd9\u4e00\u9886\u57df\u5de5\u4f5c\u786e\u5b9e\u4ee4\u4eba\u5907\u53d7\u9f13\u821e\u3002\u56de\u5230\u4f60\u7684\u95ee\u9898\uff0c\u6211\u975e\u5e38\u786e\u4fe1\u4f60\u521a\u624d\u63d0\u5230\u7684\u90a3\u4e9b\u6280\u672f\u7ec4\u4ef6\u90fd\u4f1a\u6210\u4e3aAGI\u6700\u7ec8\u67b6\u6784\u7684\u4e00\u90e8\u5206\u3002\u76ee\u524d\u5b83\u4eec\u5df2\u7ecf\u53d6\u5f97\u4e86\u957f\u8db3\u7684\u8fdb\u6b65\uff0c\u6211\u4eec\u4e5f\u8bc1\u660e\u4e86\u5176\u8bf8\u591a\u529f\u80fd\u3002\u6211\u4e0d\u8ba4\u4e3a\u51e0\u5e74\u540e\u6211\u4eec\u4f1a\u53d1\u73b0\u8fd9\u4e9b\u6280\u672f\u662f\u6b7b\u80e1\u540c\uff0c\u8fd9\u8bf4\u4e0d\u901a\u3002<\/p>\n

\u4f46\u5728\u5df2\u77e5\u6709\u6548\u7684\u57fa\u7840\u4e4b\u4e0a\uff0c\u53ef\u80fd\u8fd8\u7f3a\u5c11\u4e00\u4e24\u9879\u5173\u952e\u6280\u672f\u3002\u6bd4\u5982\u6301\u7eed\u5b66\u4e60\u3001\u957f\u671f\u63a8\u7406\u4ee5\u53ca\u8bb0\u5fc6\u7cfb\u7edf<\/strong>\u7684\u67d0\u4e9b\u65b9\u9762\uff0c\u8fd9\u4e9b\u76ee\u524d\u4ecd\u662f\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\uff0c\u5305\u62ec\u5982\u4f55\u8ba9\u7cfb\u7edf\u5728\u5404\u65b9\u9762\u8868\u73b0\u5f97\u66f4\u52a0\u4e00\u81f4\u3002\u6211\u8ba4\u4e3a\u5b9e\u73b0AGI\u5fc5\u987b\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n

\u73b0\u6709\u7684\u6280\u672f\u6709\u53ef\u80fd\u901a\u8fc7\u4e00\u4e9b\u6e10\u8fdb\u5f0f\u7684\u521b\u65b0<\/a>\u76f4\u63a5\u6269\u5c55\u5230AGI\u7684\u89c4\u6a21\uff0c\u4f46\u4e5f\u53ef\u80fd\u8fd8\u9700\u8981\u653b\u514b\u4e00\u4e24\u4e2a\u91cd\u5927\u7684\u7406\u8bba\u96be\u9898\u3002\u5373\u4fbf\u8fd8\u6709\u672a\u89e3\u4e4b\u8c1c\uff0c\u6211\u8ba4\u4e3a\u4e5f\u4e0d\u4f1a\u8d85\u8fc7\u4e00\u4e24\u4e2a\u3002\u5728\u8fd9\u4e2a\u95ee\u9898\u4e0a\u6211\u8ba4\u4e3a\u4e24\u79cd\u60c5\u51b5\u7684\u6982\u7387\u5404\u5360\u4e00\u534a\u3002\u6240\u4ee5\u5728Google DeepMind\uff0c\u6211\u4eec\u76ee\u524d\u6b63\u5728\u53cc\u7ba1\u9f50\u4e0b\u540c\u65f6\u63a8\u8fdb\u8fd9\u4e24\u65b9\u9762\u7684\u5de5\u4f5c\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u5728\u5904\u7406\u4e00\u7cfb\u5217\u667a\u80fd\u4f53(Agent)\u7cfb\u7edf\u65f6\uff0c\u6700\u8ba9\u6211\u89c9\u5f97\u4e0d\u53ef\u601d\u8bae\u7684\u662f\u5b83\u4eec\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u5728\u53cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u6743\u91cd\u3002\u56e0\u6b64\u6301\u7eed\u5b66\u4e60(Continual Learning)\u7684\u6982\u5ff5\u975e\u5e38\u6709\u8da3\uff0c\u56e0\u4e3a\u76ee\u524d\u6211\u4eec\u6709\u70b9\u50cf\u662f\u5728\u7528\u80f6\u5e26\u628a\u5b83\u4eec\u52c9\u5f3a\u62fc\u51d1\u8d77\u6765\uff0c\u6bd4\u5982\u591c\u95f4\u53d1\u751f\u7684\u68a6\u5883\u5468\u671f\u8fd9\u7c7b\u673a\u5236\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>\u68a6\u5883\u5468\u671f\u786e\u5b9e\u975e\u5e38\u9177\u3002\u8fc7\u53bb\u6211\u4eec\u5e38\u5c06\u60c5\u666f\u8bb0\u5fc6\u7ed3\u5408\u8d77\u6765\uff0c\u901a\u8fc7\u5de9\u56fa\u673a\u5236\u6765\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\u3002\u5b9e\u9645\u4e0a\u6211\u8bfb\u535a\u671f\u95f4\u7814\u7a76\u7684\u5c31\u662f\u6d77\u9a6c\u4f53\u5982\u4f55\u8fd0\u4f5c\u5e76\u8fdb\u884c\u8bb0\u5fc6\u6574\u5408\uff0c\u4e5f\u5c31\u662f\u5982\u4f55\u5c06\u65b0\u77e5\u8bc6\u4f18\u96c5\u5730\u878d\u5165\u73b0\u6709\u7684\u77e5\u8bc6\u5e93\u4e2d\u3002\u5927\u8111\u5728\u8fd9\u65b9\u9762\u505a\u5f97\u975e\u5e38\u51fa\u8272\uff0c\u5b83\u4e3b\u8981\u5728\u7761\u7720\u671f\u95f4\u5b8c\u6210\u8fd9\u4e9b\u5de5\u4f5c\uff0c\u5c24\u5176\u662f\u50cf\u5feb\u901f\u773c\u52a8\u7761\u7720\u9636\u6bb5\uff0c\u5927\u8111\u4f1a\u56de\u653e\u90a3\u4e9b\u91cd\u8981\u7684\u7247\u6bb5\u4ee5\u4fbf\u4ece\u4e2d\u5b66\u4e60\u3002<\/p>\n

\u4e8b\u5b9e\u4e0a\u6211\u4eec\u6700\u65e9\u7684Atari\u6e38\u620fAI\u7a0b\u5e8fDQN\u80fd\u591f\u7cbe\u901a\u6e38\u620f\u7684\u65b9\u6cd5\u4e4b\u4e00\u5c31\u662f\u901a\u8fc7\u7ecf\u9a8c\u56de\u653e(Experience Replay)\u3002\u6211\u4eec\u7b97\u662f\u4ece\u795e\u7ecf\u79d1\u5b66\u4e2d\u501f\u9274\u4e86\u8fd9\u4e00\u70b9\uff0c\u901a\u8fc7\u591a\u6b21\u56de\u653e\u6210\u529f\u7684\u8f68\u8ff9\u6765\u8bad\u7ec3\u6a21\u578b\u3002\u90a3\u8fd8\u662f\u57282013\u5e74\uff0c\u73b0\u5728\u56de\u60f3\u8d77\u6765\u7b80\u76f4\u53ef\u4ee5\u8bf4\u662fAI\u7684\u9ed1\u6697\u65f6\u4ee3\u4e86\uff0c\u4f46\u90a3\u662f\u975e\u5e38\u91cd\u8981\u7684\u4e00\u6b65\u3002<\/p>\n

\u6211\u540c\u610f\u4f60\u7684\u770b\u6cd5\uff0c\u73b0\u5728\u6211\u4eec\u6709\u70b9\u50cf\u662f\u5728\u5230\u5904\u4fee\u4fee\u8865\u8865\uff0c\u6bd4\u5982\u7b80\u5355\u7c97\u66b4\u5730\u628a\u6240\u6709\u4e1c\u897f\u90fd\u585e\u8fdb\u4e0a\u4e0b\u6587\u7a97\u53e3(Context Window)\u91cc\uff0c\u4f46\u8fd9\u4f3c\u4e4e\u6709\u70b9\u4e0d\u5c3d\u5982\u4eba\u610f\u3002\u5c3d\u7ba1\u6211\u4eec\u7814\u7a76\u7684\u662f\u673a\u5668\u800c\u975e\u751f\u7269\u5927\u8111\uff0c\u4f60\u53ef\u4ee5\u62e5\u6709\u6570\u767e\u4e07\u751a\u81f3\u6570\u5343\u4e07\u89c4\u6a21\u7684\u5b8c\u7f8e\u4e0a\u4e0b\u6587\u7a97\u53e3\u6216\u5185\u5b58\u3002\u4f46\u68c0\u7d22\u5e76\u63d0\u53d6\u6b63\u786e\u7684\u5185\u5bb9\u4ecd\u7136\u662f\u6709\u6210\u672c\u7684\uff0c\u8fd9\u5b9e\u9645\u4e0a\u4e0e\u4f60\u5f53\u524d\u5fc5\u987b\u505a\u51fa\u7684\u7279\u5b9a\u51b3\u7b56\u606f\u606f\u76f8\u5173\u3002<\/strong>\u8fd9\u4e2a\u95ee\u9898\u4e0d\u5bb9\u5c0f\u89d1\uff0c\u5373\u4f7f\u4f60\u80fd\u5b58\u50a8\u6240\u6709\u6570\u636e\uff0c\u5176\u8c03\u7528\u6210\u672c\u4e5f\u6781\u9ad8\u3002\u6211\u8ba4\u4e3a\u5728\u8bb0\u5fc6(Memory)\u7b49\u9886\u57df\u5176\u5b9e\u8fd8\u6709\u6781\u5927\u7684\u521b\u65b0\u7a7a\u95f4\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u786e\u5b9e\u5982\u6b64\u3002\u8ba9\u4eba\u89c9\u5f97\u75af\u72c2\u7684\u662f\uff0c\u76ee\u524d\u767e\u4e07\u7ea7Token\u7684\u4e0a\u4e0b\u6587\u770b\u8d77\u6765\u5df2\u7ecf\u8db3\u591f\u5e9e\u5927\u4e86\uff0c\u5b8c\u5168\u53ef\u4ee5\u652f\u6301\u5f88\u591a\u64cd\u4f5c\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u5e94\u7528\u573a\u666f\u6765\u8bf4\uff0c\u5b83\u7684\u786e\u5df2\u7ecf\u8db3\u591f\u5927\u4e86\u3002\u5982\u679c\u4ed4\u7ec6\u601d\u8003\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u76f8\u5f53\u4e8e\u5de5\u4f5c\u8bb0\u5fc6\u3002\u4eba\u7c7b\u53ea\u6709\u51e0\u4f4d\u6570\u5b57\u7684\u8bb0\u5fc6\u80fd\u529b\uff0c\u5e73\u5747\u53ea\u6709\u4e03\u4e2a\u3002\u800c\u73b0\u5728\u7684AI\u62e5\u6709\u767e\u4e07\u7ea7\u751a\u81f3\u4e00\u5343\u4e07\u7ea7\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u4f46\u95ee\u9898\u5728\u4e8e\u6211\u4eec\u6b63\u8bd5\u56fe\u628a\u6240\u6709\u5185\u5bb9\u90fd\u4e00\u80a1\u8111\u513f\u5730\u585e\u8fdb\u53bb\uff0c\u5305\u62ec\u90a3\u4e9b\u4e0d\u91cd\u8981\u7684\u6216\u8005\u9519\u8bef\u7684\u4fe1\u606f\u3002<\/strong><\/p>\n

\u76ee\u524d\u8fd9\u79cd\u66b4\u529b\u7834\u89e3(Brute Force)\u7684\u65b9\u5f0f\u770b\u8d77\u6765\u5e76\u4e0d\u5408\u7406\u3002\u63a5\u4e0b\u6765\u7684\u6311\u6218\u662f\uff0c\u5982\u679c\u4f60\u5c1d\u8bd5\u5904\u7406\u5b9e\u65f6\u89c6\u9891\uff0c\u53ea\u662f\u7b80\u5355\u5929\u771f\u5730\u8bb0\u5f55\u4e0b\u6240\u6709Token\uff0c\u90a3\u4e48\u4e00\u767e\u4e07\u4e2aToken\u5176\u5b9e\u5e76\u4e0d\u7b97\u591a\uff0c\u5927\u7ea6\u53ea\u80fd\u5904\u740620\u5206\u949f\u7684\u89c6\u9891\u3002\u6240\u4ee5\u5982\u679c\u4f60\u60f3\u8981\u4e00\u4e2a\u771f\u6b63\u80fd\u591f\u7406\u89e3\u957f\u671f\u4e0a\u4e0b\u6587\u7684\u7cfb\u7edf\uff0c\u8ba9\u5b83\u4e86\u89e3\u4f60\u8fc7\u53bb\u4e00\u4e24\u4e2a\u6708\u7684\u751f\u6d3b\u4e2d\u53d1\u751f\u4e86\u4ec0\u4e48\uff0c\u5c31\u9700\u8981\u8fdc\u8d85\u4e8e\u6b64\u7684\u5bb9\u91cf\u3002<\/p>\n

Garry Tan\uff1a<\/strong>DeepMind\u5728\u5386\u53f2\u4e0a\u4e00\u76f4\u503e\u5411\u4e8e\u5f3a\u5316\u5b66\u4e60\u548c\u641c\u7d22\u6280\u672f\uff0c\u4f8b\u5982AlphaGo\u3001AlphaZero\u548cMuZero\u3002\u8fd9\u79cd\u7406\u5ff5\u5728\u4f60\u4eec\u5982\u4eca\u6784\u5efaGemini\u7684\u8fc7\u7a0b\u4e2d\u5b9e\u9645\u878d\u5165\u4e86\u591a\u5c11\uff1f\u5f3a\u5316\u5b66\u4e60(RL)\u76ee\u524d\u662f\u5426\u4ecd\u7136\u88ab\u4f4e\u4f30\u4e86\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u8ba4\u4e3a\u5f3a\u5316\u5b66\u4e60\u5f88\u6709\u53ef\u80fd\u88ab\u4f4e\u4f30\u4e86\u3002\u6280\u672f\u7684\u53d1\u5c55\u603b\u662f\u5448\u6ce2\u6d6a\u5f0f\u8d77\u4f0f\u3002\u81eaDeepMind\u6210\u7acb\u4e4b\u521d\uff0c\u6211\u4eec\u5c31\u4e00\u76f4\u5728\u7814\u7a76\u667a\u80fd\u4f53(Agent)\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u5bf9\u5916\u660e\u786e\u7684\u76ee\u6807\u3002\u6240\u6709\u7684Atari\u6e38\u620f\u7814\u7a76\u4ee5\u53caAlphaGo\uff0c\u672c\u8d28\u4e0a\u90fd\u662f\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/p>\n

\u6211\u4eec\u6240\u8bf4\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u662f\u6307\u80fd\u591f\u81ea\u4e3b\u5b9e\u73b0\u76ee\u6807\u3001\u505a\u51fa\u4e3b\u52a8\u51b3\u7b56\u5e76\u5236\u5b9a\u8ba1\u5212<\/strong>\u7684\u7cfb\u7edf\u3002\u6211\u4eec\u6700\u521d\u5728\u6e38\u620f\u9886\u57df\u5f00\u5c55\u8fd9\u9879\u5de5\u4f5c\u662f\u4e3a\u4e86\u4f7f\u5176\u5177\u5907\u53ef\u64cd\u4f5c\u6027\uff0c\u7136\u540e\u9010\u6b65\u6311\u6218\u65e5\u76ca\u590d\u6742\u7684\u4efb\u52a1\u3002\u6bd4\u5982\u5728AlphaGo\u4e4b\u540e\uff0c\u6211\u4eec\u7814\u53d1\u4e86\u9488\u5bf9\u300a\u661f\u9645\u4e89\u9738\u300b\u7684AlphaStar\u3002\u57fa\u672c\u4e0a\u6211\u4eec\u5df2\u7ecf\u653b\u514b\u4e86\u5f53\u65f6\u5e02\u9762\u4e0a\u6240\u6709\u7684\u6e38\u620f\u3002<\/p>\n

\u63a5\u4e0b\u6765\u7684\u95ee\u9898\u81ea\u7136\u662f\uff0c\u80fd\u5426\u5c06\u8fd9\u4e9b\u6a21\u578b\u6cdb\u5316\u4e3a\u4e16\u754c\u6a21\u578b\u6216\u8bed\u8a00\u6a21\u578b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u5c40\u9650\u4e8e\u7b80\u5355\u6216\u590d\u6742\u7684\u6e38\u620f\u6a21\u578b\uff1f\u8fd9\u5c31\u662f\u8fc7\u53bb\u51e0\u5e74\u6211\u4eec\u4e00\u76f4\u5728\u52aa\u529b\u7684\u65b9\u5411\u3002\u5b9e\u9645\u4e0a\u4f60\u53ef\u4ee5\u53d1\u73b0\uff0c\u4eca\u5929\u6211\u4eec\u505a\u7684\u5f88\u591a\u5de5\u4f5c\uff0c\u5305\u62ec\u6240\u6709\u5177\u5907\u601d\u8003\u6a21\u5f0f\u548c\u601d\u7ef4\u94fe\u63a8\u7406\u7684\u524d\u6cbf\u6a21\u578b\uff0c\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u90fd\u662fAlphaGo\u5f00\u521b\u6027\u7279\u6027\u7684\u56de\u5f52\u3002<\/p>\n

\u6211\u8ba4\u4e3a\u6211\u4eec\u5f53\u5e74\u505a\u7684\u5f88\u591a\u5de5\u4f5c\u5728\u5982\u4eca\u4f9d\u7136\u9ad8\u5ea6\u76f8\u5173\u3002\u6211\u4eec\u6b63\u5728\u91cd\u65b0\u5ba1\u89c6\u4e00\u4e9b\u65e7\u60f3\u6cd5\uff0c\u5e76\u5728\u5f53\u4eca\u7684\u5927\u6a21\u578b\u89c4\u6a21\u4e0b\u4ee5\u4e00\u79cd\u66f4\u901a\u7528\u7684\u65b9\u5f0f\u8fdb\u884c\u5b9e\u8df5\uff0c\u5305\u62ec\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22(Monte Carlo)\u7b49\u65b9\u6cd5\uff0c\u5e76\u5728\u73b0\u6709\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u589e\u5f3a\u5f3a\u5316\u5b66\u4e60\u3002\u65e0\u8bba\u662f\u6765\u81eaAlphaGo\u8fd8\u662fAlphaZero\u7684\u7406\u5ff5\uff0c\u5bf9\u4e8e\u76ee\u524d\u57fa\u7840\u6a21\u578b\u7684\u53d1\u5c55\u9636\u6bb5\u90fd\u6781\u5177\u53c2\u8003\u4ef7\u503c\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e9b\u7406\u5ff5\u6b63\u662f\u6211\u4eec\u5728\u672a\u6765\u51e0\u5e74\u5373\u5c06\u770b\u5230\u7684\u91cd\u5927\u7a81\u7834\u65b9\u5411\u3002<\/p>\n

\"\u54c8\u8428\u6bd4\u65af\u6700\u65b0\u8bbf\u8c08\uff1a\u901a\u5f80AGI\u9700\u7a81\u7834\u5355\u7eaf\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5bb9\uff0c\u5efa\u7acb\u6301\u7eed\u5b66\u4e60\u4e0e\u8bb0\u5fc6\u673a\u5236\"<\/p>\n

2.\u4e3a\u4ec0\u4e48\u5c0f\u578b\u6a21\u578b\u6b63\u53d8\u5f97\u5982\u6b64\u5f3a\u5927<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u6211\u8fd8\u6709\u4e00\u4e2a\u95ee\u9898\u3002\u5982\u4eca\u6211\u4eec\u9700\u8981\u8d8a\u6765\u8d8a\u5927\u7684\u6a21\u578b\u6765\u63d0\u5347\u667a\u80fd\u6c34\u5e73\uff0c\u4f46\u540c\u65f6\u6211\u4eec\u4e5f\u770b\u5230\u4e86\u6a21\u578b\u84b8\u998f(Distillation)\u6280\u672f\u7684\u5e94\u7528\uff0c\u8ba9\u66f4\u5c0f\u7684\u6a21\u578b\u8fd0\u884c\u5f97\u5feb\u5f97\u591a\u3002\u4f60\u4eec\u62e5\u6709\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684Flash\u6a21\u578b\uff0c\u5e76\u4e14\u53d1\u73b0\u5b83\u4eec\u80fd\u8fbe\u5230\u524d\u6cbf(Frontier)\u6a21\u578b95%\u7684\u6027\u80fd\u6c34\u5e73\uff0c\u800c\u6210\u672c\u5374\u53ea\u6709\u5176\u5341\u5206\u4e4b\u4e00\u3002\u662f\u8fd9\u6837\u5417\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u8ba4\u4e3a\u8fd9\u662f\u6211\u4eec\u7684\u6838\u5fc3\u4f18\u52bf\u4e4b\u4e00\u3002\u6beb\u65e0\u7591\u95ee\uff0c\u4f60\u5fc5\u987b\u6784\u5efa\u6700\u5e9e\u5927\u7684\u6a21\u578b\u624d\u80fd\u5177\u5907\u6700\u524d\u6cbf\u7684\u80fd\u529b\u3002\u4f46\u6211\u4eec\u4e00\u76f4\u4ee5\u6765\u7684\u6700\u5927\u4f18\u52bf\uff0c\u5c31\u662f\u80fd\u591f\u975e\u5e38\u8fc5\u901f\u5730\u5c06\u8fd9\u79cd\u524d\u6cbf\u80fd\u529b\u8fdb\u884c\u84b8\u998f\uff0c\u5e76\u5c01\u88c5\u5230\u4f53\u79ef\u66f4\u5c0f\u7684\u6a21\u578b\u4e2d\u3002<\/p>\n

\u6211\u4eec\u5728\u65e9\u671f\u5c31\u53d1\u660e\u4e86\u8fd9\u79cd\u84b8\u998f\u5de5\u827a\uff0c\u51ed\u501fJeff\u548cOriol\u7b49\u79d1\u5b66\u5bb6\u7684\u52aa\u529b\uff0c\u6211\u4eec\u81f3\u4eca\u4ecd\u662f\u8be5\u9886\u57df\u7684\u5168\u7403\u9876\u5c16\u4e13\u5bb6\u3002\u540c\u65f6\u6211\u4eec\u4e5f\u6709\u5de8\u5927\u7684\u5185\u90e8\u9700\u6c42\u53bb\u843d\u5730\u8fd9\u9879\u6280\u672f\uff0c\u56e0\u4e3a\u6211\u4eec\u5fc5\u987b\u4e3a\u5168\u7403\u89c4\u6a21\u6700\u5927\u7684AI\u7528\u6237\u754c\u9762\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n

\u9664\u4e86\u5e26\u6709AI\u6982\u89c8(AI Overviews)\u7684\u641c\u7d22\u5f15\u64ce\u3001Gemini\u5e94\u7528\u4e4b\u5916\uff0c\u5982\u4eca\u8d8a\u6765\u8d8a\u591a\u7684Google\u4ea7\u54c1\uff0c\u6bd4\u5982Google\u5730\u56fe\u548cYouTube\u7b49\uff0c\u90fd\u5df2\u7ecf\u878d\u5165\u4e86Gemini\u7684\u76f8\u5173\u6280\u672f\u3002\u8fd9\u89e6\u8fbe\u4e86\u6570\u5341\u4ebf\u7528\u6237\uff0c\u6211\u4eec\u6709\u5341\u51e0\u4e2a\u7528\u6237\u91cf\u8d85\u5341\u4ebf\u7684\u4ea7\u54c1\uff0c\u56e0\u6b64\u5176\u63a8\u7406\u670d\u52a1\u5fc5\u987b\u6781\u5176\u5feb\u901f\u3001\u9ad8\u6548\u3001\u5ec9\u4ef7\u4e14\u5177\u5907\u6781\u4f4e\u5ef6\u8fdf\u3002\u8fd9\u7ed9\u4e86\u6211\u4eec\u6781\u5927\u7684\u52a8\u529b\u53bb\u5f00\u53d1Flash\u751a\u81f3\u66f4\u5c0f\u5de7\u7684Flashlight\u6a21\u578b\uff0c\u4f7f\u5176\u505a\u5230\u6781\u81f4\u9ad8\u6548\uff0c\u5e76\u5e0c\u671b\u6700\u7ec8\u80fd\u591f\u5b8c\u7f8e\u9002\u914d\u5927\u5bb6\u65e5\u5e38\u5904\u7406\u7684\u5404\u79cd\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u6211\u5f88\u597d\u5947\u8fd9\u4e9b\u8f83\u5c0f\u7684\u6a21\u578b\u5b9e\u9645\u4e0a\u80fd\u806a\u660e\u5230\u4ec0\u4e48\u7a0b\u5ea6\u3002\u6bd4\u5982\u6a21\u578b\u84b8\u998f\u8fc7\u7a0b\u662f\u5426\u5b58\u5728\u67d0\u79cd\u7406\u8bba\u6781\u9650\uff1f\u4e00\u4e2a50B\u6216400B\u53c2\u6570\u89c4\u6a21\u7684\u6a21\u578b\uff0c\u672a\u6765\u80fd\u50cf\u4eca\u5929\u90a3\u4e9b\u795e\u4e4e\u5176\u795e\u7684\u524d\u6cbf\u5927\u6a21\u578b\u4e00\u6837\u806a\u660e\u5417\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u4e0d\u8ba4\u4e3a\u6211\u4eec\u5df2\u7ecf\u89e6\u53ca\u4e86\u4efb\u4f55\u5f62\u5f0f\u7684\u6781\u9650\uff0c\u6216\u8005\u81f3\u5c11\u76ee\u524d\u4e1a\u754c\u8fd8\u6ca1\u4eba\u77e5\u9053\u6211\u4eec\u662f\u5426\u8fbe\u5230\u4e86\u67d0\u79cd\u4fe1\u606f\u627f\u8f7d\u7684\u6781\u9650\u3002\u4e5f\u8bb8\u5728\u672a\u6765\u7684\u67d0\u4e2a\u65f6\u523b\u4f1a\u51fa\u73b0\u65e0\u6cd5\u903e\u8d8a\u7684\u4fe1\u606f\u5bc6\u5ea6\u74f6\u9888\u3002\u4f46\u57fa\u4e8e\u76ee\u524d\u7684\u5047\u8bbe\uff0c\u5f53\u6211\u4eec\u7684Pro\u6a21\u578b\u6216\u524d\u6cbf\u5927\u6a21\u578b\u53d1\u5e03\u534a\u5e74\u5230\u4e00\u5e74\u4e4b\u540e\uff0c\u4f60\u5c31\u80fd\u5728\u90a3\u4e9b\u975e\u5e38\u5fae\u5c0f\u7684\u8fb9\u7f18\u4fa7\u6a21\u578b\u4e2d\u770b\u5230\u540c\u7b49\u7684\u80fd\u529b\u8868\u73b0\u3002\u5927\u5bb6\u4e5f\u80fd\u5728\u6211\u4eec\u7684Gemma\u6a21\u578b\u4e2d\u770b\u5230\u8fd9\u4e9b\u4f18\u52bf\uff0c\u5e0c\u671b\u4f60\u4eec\u4f1a\u559c\u6b22\u8fd9\u56db\u6b3eGemma\u6a21\u578b\u3002\u8003\u8651\u5230\u5b83\u4eec\u7684\u53c2\u6570\u5c3a\u5bf8\uff0c\u5176\u80fd\u529b\u8868\u73b0\u786e\u5b9e\u4ee4\u4eba\u60ca\u53f9\u3002\u8fd9\u80cc\u540e\u518d\u6b21\u5927\u91cf\u8fd0\u7528\u4e86\u6a21\u578b\u84b8\u998f\u6280\u672f\uff0c\u4ee5\u53ca\u5982\u4f55\u8ba9\u6781\u5c0f\u6a21\u578b\u53d8\u5f97\u6781\u5176\u9ad8\u6548\u7684\u521b\u65b0\u601d\u8def\u3002\u56e0\u6b64\u6211\u76ee\u524d\u8fd8\u6ca1\u6709\u770b\u5230\u4efb\u4f55\u7406\u8bba\u4e0a\u7684\u6781\u9650\uff0c\u6211\u4eec\u79bb\u90a3\u4e2a\u5929\u82b1\u677f\u8fd8\u76f8\u5f53\u9065\u8fdc\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u8fd9\u592a\u60ca\u4eba\u4e86\uff0c\u771f\u7684\u975e\u5e38\u68d2\u3002\u73b0\u5728\u6211\u4eec\u89c2\u5bdf\u5230\u7684\u6700\u4e0d\u53ef\u601d\u8bae\u7684\u73b0\u8c61\u4e4b\u4e00\u662f\uff0c\u5de5\u7a0b\u5e08\u4eec\u73b0\u5728\u80fd\u591f\u5b8c\u6210\u7684\u5de5\u4f5c\u91cf\u662f\u516d\u4e2a\u6708\u524d\u7684500\u52301000\u500d\u3002\u6211\u60f3\u6307\u7684\u5c31\u662f\u5728\u8fd9\u4e2a\u623f\u95f4\u91cc\u7684\u5f88\u591a\u4eba\uff0c\u4ed6\u4eec\u73b0\u5728\u7684\u5de5\u4f5c\u4ea7\u51fa\u53ef\u80fd\u8fbe\u5230\u4e86\u8fc7\u53bb\u7684\u4e00\u5343\u500d\u3002\u6b63\u5982Steve Yegge\u6240\u8bf4\uff0c\u8fd9\u76f8\u5f53\u4e8e2000\u5e74\u4ee3\u4e00\u540dGoogle\u5de5\u7a0b\u5e08\u5de5\u4f5c\u91cf\u7684\u603b\u548c\u3002\u8fd9\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u8ba4\u4e3a\u5c0f\u6a21\u578b\u6709\u5f88\u591a\u7528\u9014\uff0c\u964d\u4f4e\u6210\u672c\u663e\u7136\u662f\u5176\u4e00\uff0c\u4f46\u66f4\u91cd\u8981\u7684\u662f\u901f\u5ea6<\/strong>\u4e0a\u7684\u4f18\u52bf\u3002\u65e0\u8bba\u662f\u7f16\u7a0b\u8fd8\u662f\u5176\u4ed6\u5de5\u4f5c\uff0c\u8fd9\u79cd\u901f\u5ea6\u80fd\u8ba9\u4f60\u8fed\u4ee3\u5f97\u5feb\u5f97\u591a\uff0c\u5c24\u5176\u662f\u5728\u4f60\u4e0e\u7cfb\u7edf\u8fdb\u884c\u6df1\u5ea6\u534f\u4f5c\u65f6\u3002\u6211\u4eec\u975e\u5e38\u9700\u8981\u8fd9\u79cd\u6781\u5176\u5feb\u901f\u7684\u7cfb\u7edf\u3002\u4e5f\u8bb8\u5b83\u4eec\u786e\u5b9e\u6ca1\u6709\u5b8c\u5168\u8fbe\u5230\u524d\u6cbf\u6a21\u578b\u7684\u7ea7\u522b\uff0c\u5c31\u50cf\u4f60\u8bf4\u7684\uff0c\u53ea\u670995%\u621690%\u7684\u6027\u80fd\uff0c\u4f46\u8fd9\u5df2\u7ecf\u8db3\u591f\u597d\u4e86\u3002\u5728\u654f\u6377\u7684\u8fed\u4ee3\u901f\u5ea6\u9762\u524d\uff0c\u8fd9\u79cd\u6536\u76ca\u8fdc\u8fdc\u8d85\u8fc7\u4e86\u90a310%\u7684\u6027\u80fd\u5dee\u8ddd\u3002<\/p>\n

\u6211\u8ba4\u4e3a\u53e6\u4e00\u4ef6\u91cd\u8981\u7684\u4e8b\u60c5\u662f\u5728\u8fb9\u7f18\u7aef\u8fd0\u884c\u8fd9\u4e9b\u6a21\u578b\u3002\u8fd9\u4e3b\u8981\u662f\u51fa\u4e8e\u6548\u7387\u3001\u9690\u79c1\u548c\u5b89\u5168<\/strong>\u65b9\u9762\u7684\u8003\u91cf\u3002\u8003\u8651\u5230\u53ef\u80fd\u4f1a\u5728\u5904\u7406\u6781\u5176\u79c1\u5bc6\u4fe1\u606f\u7684\u8bbe\u5907\u4e0a\u8fd0\u884c\u8fd9\u4e9b\u7cfb\u7edf\uff0c\u6216\u8005\u5728\u673a\u5668\u4eba\u6280\u672f\u9886\u57df\uff0c\u4f8b\u5982\u5bb6\u7528\u673a\u5668\u4eba\u5c31\u9700\u8981\u6781\u5176\u9ad8\u6548\u4e14\u5f3a\u5927\u7684\u672c\u5730\u6a21\u578b\u6765\u534f\u8c03\u8fd0\u884c\u3002\u968f\u7740\u4e91\u7aef\u51fa\u73b0\u66f4\u5927\u89c4\u6a21\u7684\u524d\u6cbf\u6a21\u578b\uff0c\u8bbe\u5907\u53ea\u9700\u5728\u7279\u5b9a\u73af\u5883\u4e0b\u5c06\u4efb\u52a1\u59d4\u6258\u7ed9\u4e91\u7aef\u5373\u53ef\u3002\u6240\u6709\u7684\u97f3\u89c6\u9891\u6d41\u90fd\u53ef\u4ee5\u4fdd\u7559\u5728\u672c\u5730\u8fdb\u884c\u5904\u7406\u3002\u6211\u8ba4\u4e3a\u8fd9\u4f1a\u662f\u4e00\u79cd\u975e\u5e38\u7406\u60f3\u7684\u6700\u7ec8\u72b6\u6001\u3002<\/p>\n

3.\u6301\u7eed\u5b66\u4e60\u4e0e\u667a\u80fd\u4f53\u7684\u672a\u6765<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u5173\u4e8e\u4e0a\u4e0b\u6587\u548c\u8bb0\u5fc6\u80fd\u529b\u7684\u8bdd\u9898\uff0c\u76ee\u524d\u6a21\u578b\u662f\u65e0\u72b6\u6001\u7684\u3002\u5bf9\u4e8e\u4f7f\u7528\u6301\u7eed\u5b66\u4e60\u6a21\u578b\u7684\u5f00\u53d1\u8005\u800c\u8a00\u8be5\u5982\u4f55\u5f15\u5bfc\u5b83\u5462\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u8fd9\u4e2a\u95ee\u9898\u975e\u5e38\u6709\u8da3\u3002\u76ee\u524d\u7f3a\u4e4f\u6301\u7eed\u5b66\u4e60\u80fd\u529b<\/strong>\u6b63\u662f\u963b\u788d\u667a\u80fd\u4f53\u6267\u884c\u5b8c\u6574\u4efb\u52a1\u7684\u56e0\u7d20\u4e4b\u4e00\u3002\u867d\u7136\u5b83\u4eec\u5728\u4efb\u52a1\u7684\u67d0\u4e9b\u65b9\u9762\u975e\u5e38\u6709\u7528\u4e14\u80fd\u62fc\u51d1\u8d77\u6765\u5b8c\u6210\u5f88\u9177\u7684\u4e8b\u60c5\uff0c\u4f46\u65e0\u6cd5\u9002\u5e94\u5177\u4f53\u7684\u8bed\u5883\u3002\u8fd9\u662f\u5b83\u4eec\u5b9e\u73b0\u81ea\u4e3b\u5b8c\u6210\u4efb\u52a1\u72b6\u6001\u6240\u7f3a\u5931\u7684\u5173\u952e\u4e00\u73af\u3002\u5b83\u4eec\u9700\u8981\u5177\u5907\u9488\u5bf9\u5177\u4f53\u4e0a\u4e0b\u6587\u7684\u5b66\u4e60\u80fd\u529b\u3002\u6211\u4eec\u5fc5\u987b\u653b\u514b\u8fd9\u4e00\u70b9\u624d\u80fd\u5b9e\u73b0\u5b8c\u5168\u7684\u901a\u7528\u667a\u80fd\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u76ee\u524d\u6211\u4eec\u5728\u63a8\u7406\u65b9\u9762\u8fdb\u5c55\u5982\u4f55\uff1f\u73b0\u5728\u7684\u6a21\u578b\u5df2\u7ecf\u53ef\u4ee5\u8fdb\u884c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u601d\u7ef4\u94fe\u63a8\u7406\uff0c\u4f46\u5728\u4e00\u4e9b\u806a\u660e\u7684\u672c\u79d1\u751f\u90fd\u4e0d\u4f1a\u51fa\u9519\u7684\u57fa\u7840\u95ee\u9898\u4e0a\u4ecd\u7136\u4f1a\u5931\u8d25\u3002\u5177\u4f53\u9700\u8981\u505a\u51fa\u54ea\u4e9b\u6539\u53d8\u4ee5\u53ca\u60a8\u671f\u671b\u5728\u63a8\u7406\u65b9\u9762\u53d6\u5f97\u4ec0\u4e48\u6837\u7684\u8fdb\u5c55\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u601d\u8003\u8303\u5f0f<\/strong>\u65b9\u9762\u4ecd\u6709\u5f88\u5927\u7684\u521b\u65b0\u7a7a\u95f4\u3002\u6211\u4eec\u76ee\u524d\u6240\u505a\u7684\u4e8b\u60c5\u8fd8\u76f8\u5f53\u7b80\u5355\u4e14\u975e\u5e38\u4f9d\u8d56\u66b4\u529b\u7834\u89e3\u3002\u5728\u76d1\u63a7\u601d\u7ef4\u94fe\u65b9\u9762\u5b58\u5728\u5de8\u5927\u6f5c\u529b\uff0c\u4e5f\u8bb8\u53ef\u4ee5\u5728\u601d\u7ef4\u8fc7\u7a0b\u7684\u4e2d\u9014\u8fdb\u884c\u5e72\u9884\u3002<\/p>\n

\u6211\u7ecf\u5e38\u611f\u89c9\u6211\u4eec\u7684\u7cfb\u7edf\u4ee5\u53ca\u7ade\u4e89\u5bf9\u624b\u7684\u7cfb\u7edf\u90fd\u5728\u8fc7\u5ea6\u601d\u8003<\/strong>\uff0c\u4f3c\u4e4e\u9677\u5165\u4e86\u67d0\u79cd\u5faa\u73af\u3002\u6211\u6709\u65f6\u559c\u6b22\u548cGemini\u4e0b\u56fd\u9645\u8c61\u68cb\u3002\u6709\u8da3\u7684\u662f\u6240\u6709\u9886\u5148\u7684\u57fa\u7840\u6a21\u578b\u5728\u6e38\u620f\u65b9\u9762\u7684\u8868\u73b0\u90fd\u5f88\u5dee\u3002\u89c2\u5bdf\u8fd9\u4e9b\u601d\u7ef4\u94fe\u975e\u5e38\u6709\u610f\u601d\uff0c\u56e0\u4e3a\u5b83\u4eec\u5f88\u5bb9\u6613\u88ab\u7406\u89e3\u3002<\/p>\n

\u6211\u80fd\u8fc5\u901f\u5224\u65ad\u51fa\u6a21\u578b\u662f\u5426\u8dd1\u9898\uff0c\u5176\u601d\u7ef4\u8fc7\u7a0b\u4e5f\u662f\u9ad8\u5ea6\u53ef\u9a8c\u8bc1\u7684\u3002\u6709\u65f6\u5b83\u5728\u8003\u8651\u67d0\u4e00\u6b65\u68cb\u65f6\u4f1a\u610f\u8bc6\u5230\u8fd9\u662f\u4e00\u4e2a\u5927\u9519\uff0c\u4f46\u5728\u627e\u4e0d\u5230\u66f4\u597d\u8d70\u6cd5\u7684\u60c5\u51b5\u4e0b\u53c8\u4f1a\u8d8b\u5411\u4e8e\u56de\u5230\u90a3\u4e00\u6b65\u5e76\u6700\u7ec8\u6267\u884c\u3002\u5728\u4e25\u5bc6\u7684\u63a8\u7406\u7cfb\u7edf\u4e2d\u4e0d\u5e94\u8be5\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\u3002\u76ee\u524d\u4ecd\u7136\u5b58\u5728\u5dee\u8ddd\uff0c\u4f46\u4e5f\u8bb8\u53ea\u9700\u4e00\u4e24\u4e2a\u8c03\u6574\u5c31\u80fd\u4fee\u590d\u8fd9\u4e9b\u95ee\u9898\u3002\u8fd9\u4e9b\u5dee\u8ddd\u5bfc\u81f4\u4e86\u53c2\u5dee\u4e0d\u9f50\u7684\u667a\u80fd\u8868\u73b0\u3002\u4e00\u65b9\u9762\u5b83\u80fd\u89e3\u7b54\u6781\u96be\u7684\u56fd\u9645\u6570\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b\u91d1\u724c\u9898\u76ee\uff0c\u4f46\u53e6\u4e00\u65b9\u9762\u5982\u679c\u5728\u63d0\u95ee\u65b9\u5f0f\u4e0a\u7a0d\u6709\u4e0d\u540c\u5b83\u53c8\u4f1a\u72af\u57fa\u7840\u7684\u521d\u7b49\u6570\u5b66\u548c\u63a8\u7406\u9519\u8bef\u3002\u8fd9\u8bf4\u660e\u6a21\u578b\u5728\u81ea\u6211\u601d\u7ef4\u8fc7\u7a0b\u7684\u53cd\u601d\u80fd\u529b<\/strong>\u4e0a\u4ecd\u7136\u6709\u6240\u7f3a\u5931\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u667a\u80fd\u4f53\u73b0\u5728\u975e\u5e38\u706b\u70ed\uff0c\u867d\u7136\u6709\u4eba\u8ba4\u4e3a\u5b83\u4eec\u88ab\u8fc7\u5ea6\u7092\u4f5c\u4e86\uff0c\u4f46\u6211\u4e2a\u4eba\u8ba4\u4e3a\u5b83\u4eec\u624d\u521a\u521a\u8d77\u6b65\u3002\u5173\u4e8e\u667a\u80fd\u4f53\u7684\u80fd\u529b\u73b0\u72b6DeepMind\u7684\u5185\u90e8\u7814\u7a76\u5f97\u51fa\u4e86\u4ec0\u4e48\u7ed3\u8bba\uff1f\u76f8\u6bd4\u4e8e\u5916\u754c\u7684\u7092\u4f5c\u5b9e\u9645\u60c5\u51b5\u7a76\u7adf\u5982\u4f55\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u540c\u610f\u4f60\u7684\u770b\u6cd5\uff0c\u667a\u80fd\u4f53\u624d\u521a\u521a\u8d77\u6b65\u3002\u5fc5\u987b\u62e5\u6709\u4e00\u4e2a\u80fd\u4e3b\u52a8\u89e3\u51b3\u95ee\u9898\u7684\u7cfb\u7edf\u624d\u80fd\u5b9e\u73b0\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002\u8fd9\u5bf9\u6211\u4eec\u6765\u8bf4\u4e00\u76f4\u5f88\u660e\u786e\uff0c\u667a\u80fd\u4f53\u5c31\u662f\u901a\u5f80\u76ee\u6807\u7684\u8def\u5f84\u3002\u5927\u5bb6\u90fd\u5728\u9010\u6e10\u4e60\u60ef\u5982\u4f55\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u5e76\u53d1\u6325\u6700\u4f73\u6548\u679c\uff0c\u4e0d\u4ec5\u662f\u628a\u5b83\u5f53\u4f5c\u9526\u4e0a\u6dfb\u82b1\u7684\u4e1c\u897f\uff0c\u800c\u662f\u771f\u6b63\u5f00\u59cb\u7528\u5b83\u5904\u7406\u6839\u672c\u6027\u4e8b\u52a1\u3002<\/p>\n

\u76ee\u524d\u6211\u4eec\u90fd\u5904\u4e8e\u5b9e\u9a8c\u9636\u6bb5\u3002\u76f4\u5230\u6700\u8fd1\u51e0\u4e2a\u6708\u6280\u672f\u6c34\u5e73\u624d\u771f\u6b63\u8fbe\u5230\u80fd\u521b\u9020\u5b9e\u8d28\u4ef7\u503c\u7684\u7a0b\u5ea6\u3002\u5b83\u4e0d\u518d\u662f\u73a9\u5177\u6216\u6f02\u4eae\u7684\u6f14\u793a\uff0c\u800c\u662f\u80fd\u771f\u6b63\u63d0\u5347\u65f6\u95f4\u548c\u6548\u7387\u3002\u6211\u770b\u5230\u5f88\u591a\u4eba\u8ba9\u51e0\u5341\u4e2a\u667a\u80fd\u4f53\u8fd0\u884c\u51e0\u5341\u4e2a\u5c0f\u65f6\uff0c\u4f46\u6211\u8fd8\u4e0d\u786e\u5b9a\u662f\u5426\u770b\u5230\u4e86\u80fd\u8bc1\u660e\u8fd9\u79cd\u6295\u5165\u5408\u7406\u6027\u7684\u4ea7\u51fa\u3002\u4e0d\u8fc7\u8fd9\u4e00\u5929\u7ec8\u7a76\u4f1a\u5230\u6765\u3002<\/p>\n

\u6211\u4eec\u5c1a\u672a\u770b\u5230\u54ea\u6b3e\u7531\u667a\u80fd\u4f53\u751f\u6210\u76843A\u7ea7\u6e38\u620f\u80fd\u767b\u9876\u5e94\u7528\u5546\u5e97\u6392\u884c\u699c\u3002\u5f88\u591a\u4eba\u90fd\u505a\u8fc7\u5f88\u68d2\u7684\u5c0f\u578b\u6f14\u793a\u7a0b\u5e8f\uff0c\u6211\u73b0\u5728\u534a\u5c0f\u65f6\u5c31\u80fd\u505a\u4e00\u4e2a\u4e3b\u9898\u516c\u56ed\u539f\u578b\uff0c\u800c\u621117\u5c81\u65f6\u8fd9\u9700\u8981\u82b1\u534a\u5e74\u65f6\u95f4\u3002\u8fd9\u4ee4\u4eba\u9707\u64bc\u3002\u4e0d\u8fc7\u5f00\u53d1\u4f9d\u7136\u9700\u8981\u4eba\u7c7b\u7684\u5320\u5fc3\u3001\u7075\u9b42\u548c\u54c1\u5473\u3002\u5fc5\u987b\u786e\u4fdd\u65e0\u8bba\u6784\u5efa\u4ec0\u4e48\u90fd\u8981\u5c06\u8fd9\u79cd\u7279\u8d28\u878d\u5165\u5176\u4e2d\u3002<\/p>\n

\u76ee\u524d\u5c1a\u672a\u8fbe\u5230\u5b8c\u7f8e\u6c34\u5e73\uff0c\u6bd5\u7adf\u8fd8\u6ca1\u770b\u5230\u4e00\u4e2a\u5b69\u5b50\u505a\u51fa\u9500\u91cf\u5343\u4e07\u7684\u70ed\u95e8\u6e38\u620f\u3002\u8003\u8651\u5230\u5df2\u6295\u5165\u7684\u52aa\u529b\u8fd9\u662f\u5e94\u8be5\u6210\u4e3a\u73b0\u5b9e\u7684\uff0c\u6240\u4ee5\u4e0d\u77e5\u4f55\u6545\u4ecd\u7136\u7f3a\u5931\u4e86\u4e00\u4e9b\u4e1c\u897f\uff0c\u4e5f\u8bb8\u4e0e\u6d41\u7a0b\u6216\u5de5\u5177\u76f8\u5173\u3002\u6211\u9884\u8ba1\u5728\u672a\u6765\u534a\u5e74\u5230\u4e00\u5e74\u5185\u4e00\u65e6\u6280\u672f\u53d1\u6325\u51fa\u5168\u90e8\u4ef7\u503c\u5c31\u4f1a\u770b\u5230\u663e\u8457\u6210\u679c\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u6211\u4e0d\u8ba4\u4e3a\u6211\u4eec\u4f1a\u6700\u5148\u770b\u5230\u5b8c\u5168\u7684\u81ea\u4e3b\u6027\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u4eec\u53ef\u80fd\u9996\u5148\u4f1a\u770b\u5230\u4eba\u7c7b\u501f\u52a9\u5de5\u5177\u5c06\u5de5\u4f5c\u6548\u7387\u63d0\u5347\u5343\u500d\uff0c\u6bd4\u5982\u6e38\u620f\u7b49\u9886\u57df\u7684\u516c\u53f8\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\u5f00\u53d1\u51fa\u7545\u9500\u5e94\u7528\u6216\u6e38\u620f\uff0c\u968f\u540e\u66f4\u591a\u73af\u8282\u624d\u4f1a\u88ab\u81ea\u52a8\u5316\u3002<\/p>\n

\u667a\u80fd\u4f53\u786e\u5b9e\u8fd8\u6ca1\u6709\u8fbe\u5230\u90a3\u79cd\u9ad8\u5ea6\u3002\u5982\u679c\u8ba8\u8bba\u521b\u610f\u7684\u8bdd\uff0c\u53ef\u4ee5\u53c2\u8003AlphaGo\u5728\u7b2c\u4e8c\u5c40\u4e0b\u51fa\u7684\u7b2c37\u624b\u3002\u6211\u4eec\u5341\u5e74\u524d\u63a8\u51faAlphaGo\uff0c\u4f46\u6211\u4e00\u76f4\u5728\u7b49\u5f85\u50cfAlphaFold\u90a3\u6837\u7684\u79d1\u5b66\u7a81\u7834\u65f6\u523b\u3002<\/p>\n

\u4ec5\u4ec5\u60f3\u51fa\u7b2c37\u624b\u867d\u7136\u5f88\u9177\u4e14\u6709\u7528\uff0c\u4f46\u5b83\u80fd\u53d1\u660e\u51fa\u56f4\u68cb\u5417\uff1f\u6211\u60f3\u8981\u7684\u662f\u4e00\u4e2a\u80fd\u591f\u53d1\u660e\u56f4\u68cb\u7684\u7cfb\u7edf\u3002\u5982\u679c\u4f60\u7ed9\u5b83\u4e00\u4e2a\u9ad8\u5ea6\u6982\u62ec\u7684\u63cf\u8ff0\uff0c\u8981\u6c42\u53d1\u660e\u4e00\u79cd\u4e94\u5206\u949f\u80fd\u5b66\u4f1a\u89c4\u5219\u4f46\u9700\u8017\u8d39\u4e00\u751f\u53bb\u7cbe\u901a\u4e14\u6781\u5177\u7f8e\u611f\u7684\u6e38\u620f\uff0c\u7cfb\u7edf\u5c31\u80fd\u53cd\u9988\u51fa\u56f4\u68cb\u3002\u663e\u7136\u4eca\u5929\u7684\u7cfb\u7edf\u8fd8\u505a\u4e0d\u5230\u8fd9\u4e00\u70b9\uff0c\u6211\u8ba4\u4e3a\u90a3\u91cc\u4ecd\u7136\u7f3a\u5931\u4e86\u4e00\u4e9b\u4e1c\u897f\u3002<\/p>\n

\u4e5f\u8bb8\u4e5f\u5e76\u6ca1\u6709\u7f3a\u5931\u4efb\u4f55\u4e1c\u897f\uff0c\u4ec5\u4ec5\u662f\u6211\u4eec\u4f7f\u7528\u8fd9\u4e9b\u7cfb\u7edf\u7684\u65b9\u5f0f\u5b58\u5728\u95ee\u9898\uff0c\u53ea\u8981\u6709\u8db3\u591f\u51fa\u8272\u7684\u521b\u610f\u4eba\u58eb\u53bb\u4f7f\u7528\u5b83\u5c31\u80fd\u5b9e\u73b0\u3002\u8fd9\u53ef\u80fd\u786e\u5b9e\u662f\u7b54\u6848\u3002\u53ea\u8981\u4eba\u4eec\u65e5\u4ee5\u7ee7\u591c\u5730\u94bb\u7814\u8fd9\u4e9b\u5de5\u5177\uff0c\u719f\u7ec3\u638c\u63e1\u8fbe\u5230\u4e0e\u5de5\u5177\u5408\u4e8c\u4e3a\u4e00\u7684\u5883\u754c\uff0c\u5e76\u8d4b\u4e88\u9879\u76ee\u7075\u9b42\u52a8\u529b\u3002\u5f53\u8fd9\u4e00\u70b9\u4e0e\u771f\u6b63\u7684\u6df1\u5ea6\u521b\u610f\u76f8\u7ed3\u5408\u65f6\uff0c\u4e00\u4e9b\u66f4\u52a0\u4e0d\u53ef\u601d\u8bae\u7684\u4e8b\u60c5\u5c31\u6709\u53ef\u80fd\u5b9e\u73b0\u3002<\/p>\n

\"\u54c8\u8428\u6bd4\u65af\u6700\u65b0\u8bbf\u8c08\uff1a\u901a\u5f80AGI\u9700\u7a81\u7834\u5355\u7eaf\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5bb9\uff0c\u5efa\u7acb\u6301\u7eed\u5b66\u4e60\u4e0e\u8bb0\u5fc6\u673a\u5236\"<\/p>\n

4.\u5f00\u653e\u6a21\u578b\u3001Gemma\u4e0e\u672c\u5730AI<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u628a\u8bdd\u9898\u5207\u6362\u5230\u5f00\u6e90\u4ee5\u53ca\u5f00\u653e\u6743\u91cd\u3002\u6700\u8fd1\u53d1\u5e03\u7684Gemma\u529f\u80fd\u5f3a\u5927\u4e14\u80fd\u5728\u672c\u5730\u8fd0\u884c\u3002\u8fd9\u5bf9\u672a\u6765\u610f\u5473\u7740\u4ec0\u4e48\uff1fAI\u662f\u5426\u4f1a\u4ece\u4e3b\u8981\u5728\u4e91\u7aef\u8fd0\u884c\u8f6c\u53d8\u4e3a\u771f\u6b63\u638c\u63e1\u5728\u7528\u6237\u624b\u4e2d\u7684\u5de5\u5177\uff0c\u8fd9\u662f\u5426\u4f1a\u6539\u53d8\u6a21\u578b\u7684\u5f00\u53d1\u8005\u7fa4\u4f53\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u4eec\u662f\u5f00\u6e90\u548c\u5f00\u653e\u79d1\u5b66\u7684\u575a\u5b9a\u652f\u6301\u8005\u3002\u6b63\u5982\u524d\u9762\u63d0\u5230\u7684AlphaFold\uff0c\u6211\u4eec\u5c06\u5176\u6210\u679c\u548c\u6240\u6709\u79d1\u5b66\u5de5\u4f5c\u90fd\u514d\u8d39\u516c\u5f00\uff0c\u76f4\u5230\u4eca\u5929\u4f9d\u7136\u5728\u9876\u7ea7\u671f\u520a\u4e0a\u53d1\u8868\u8bba\u6587\u3002\u6211\u4eec\u81f4\u529b\u4e8e\u6253\u9020\u540c\u7b49\u53c2\u6570\u89c4\u6a21\u4e0b\u4e16\u754c\u9886\u5148\u7684\u6a21\u578b\uff0cGemma\u6b63\u662f\u4e3a\u6b64\u800c\u751f\u3002Gemma\u5728\u77ed\u77ed\u4e24\u5468\u534a\u5185\u7684\u4e0b\u8f7d\u91cf\u5c31\u8fbe\u5230\u4e86\u56db\u5343\u4e07\u6b21\uff0c\u6211\u4eec\u5e0c\u671b\u66f4\u591a\u4eba\u80fd\u57fa\u4e8e\u5b83\u8fdb\u884c\u5f00\u53d1\u3002<\/p>\n

\u53d7\u9650\u4e8e\u4eba\u624d\u548c\u7b97\u529b\u8d44\u6e90<\/a>\uff0c\u540c\u65f6\u6253\u9020\u4e24\u4e2a\u5177\u6709\u4e0d\u540c\u5c5e\u6027\u7684\u6700\u9ad8\u89c4\u683c\u524d\u6cbf\u6a21\u578b\u975e\u5e38\u56f0\u96be\u3002\u56e0\u6b64\u6211\u4eec\u51b3\u5b9a\u5c06\u5e94\u7528\u4e8e\u5b89\u5353\u8bbe\u5907\u3001\u667a\u80fd\u773c\u955c\u548c\u673a\u5668\u4eba\u9886\u57df\u7684\u8fb9\u7f18\u6a21\u578b\u8fdb\u884c\u5f00\u6e90\u3002\u56e0\u4e3a\u4e00\u65e6\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u7ec8\u7aef\u8bbe\u5907\u4e0a\u5b83\u4eec\u5c31\u5f88\u5bb9\u6613\u53d7\u5230\u653b\u51fb\uff0c\u4e0d\u5982\u76f4\u63a5\u5b8c\u5168\u5f00\u653e\u3002\u6211\u4eec\u5728Nano\u5c3a\u5bf8\u7ea7\u522b\u4e0a\u5bf9\u5176\u8fdb\u884c\u4e86\u7edf\u4e00\u89c4\u5212\uff0c\u8fd9\u5728\u6218\u7565\u4e0a\u4e5f\u5bf9\u6211\u4eec\u6709\u5229\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u65e9\u4e9b\u65f6\u5019\u6211\u5411\u4f60\u6f14\u793a\u4e86\u4e00\u4e2a\u7c7b\u4f3c\u7535\u5f71\u300a\u5979\u300b\u91cc\u9762Samantha\u7248\u672c\u7684Gemini\u3002\u6f14\u793a\u6210\u529f\u8fd0\u884c\u8ba9\u4eba\u89c9\u5f97\u4e0d\u53ef\u601d\u8bae\u3002Gemini\u662f\u539f\u751f\u591a\u6a21\u6001\u6784\u5efa\u7684\uff0c\u5176\u4e0a\u4e0b\u6587\u6df1\u5ea6\u3001\u5de5\u5177\u4f7f\u7528\u4ee5\u53ca\u8bed\u97f3\u76f4\u63a5\u8f93\u5165\u6a21\u578b\u7684\u4f53\u9a8c\u662f\u65e0\u4e0e\u4f26\u6bd4\u7684\uff0c\u6beb\u65e0\u7591\u95ee\u662f\u76ee\u524d\u6700\u597d\u7684\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>Gemini\u7cfb\u5217\u4ece\u4e00\u5f00\u59cb\u5c31\u88ab\u8bbe\u8ba1\u4e3a\u591a\u6a21\u6001<\/strong>\u8fd9\u4e00\u7279\u70b9\u4ecd\u7136\u88ab\u6709\u4e9b\u4f4e\u4f30\u4e86\u3002\u5c3d\u7ba1\u8fd9\u589e\u52a0\u4e86\u7814\u53d1\u96be\u5ea6\uff0c\u4e0d\u518d\u4ec5\u4ec5\u4e13\u6ce8\u4e8e\u6587\u672c\uff0c\u4f46\u6211\u4eec\u575a\u4fe1\u957f\u8fdc\u6765\u770b\u4f1a\u4ece\u4e2d\u53d7\u76ca\u3002\u6211\u4eec\u73b0\u5728\u6b63\u89c1\u8bc1\u7740\u8fd9\u4e00\u70b9\u3002<\/p>\n

\u5728\u57fa\u4e8eGemini\u6784\u5efaGenie\u7b49\u4e16\u754c\u6a21\u578b\u65f6\uff0c\u8fd9\u5bf9\u673a\u5668\u4eba\u6280\u672f\u7b49\u9886\u57df\u81f3\u5173\u91cd\u8981\u3002\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u5c06\u5efa\u7acb\u5728\u591a\u6a21\u6001\u4e4b\u4e0a\uff0c\u51ed\u501fGemini\u5728\u591a\u6a21\u6001\u65b9\u9762\u7684\u5f3a\u52b2\u8868\u73b0\uff0c\u6211\u4eec\u62e5\u6709\u7ade\u4e89\u4f18\u52bf\u5e76\u8d8a\u6765\u8d8a\u591a\u5730\u5c06\u5176\u5e94\u7528\u4e8eWaymo\u7b49\u9879\u76ee\u4e2d\u3002\u6570\u5b57\u52a9\u624b\u968f\u4f60\u8fdb\u5165\u73b0\u5b9e\u4e16\u754c\u5e76\u5728\u624b\u673a\u6216\u773c\u955c\u7b49\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u9700\u8981\u7406\u89e3\u7269\u7406\u4e16\u754c\u3001\u76f4\u89c2\u7269\u7406\u5b66\u4ee5\u53ca\u6240\u5904\u7684\u7269\u7406\u73af\u5883\u3002\u8fd9\u6b63\u662f\u6211\u4eec\u7cfb\u7edf\u975e\u5e38\u64c5\u957f\u7684\u5730\u65b9\u3002\u6211\u4eec\u5c06\u7ee7\u7eed\u5728\u8fd9\u65b9\u9762\u53d1\u529b\uff0c\u4f7f\u5176\u4fdd\u6301\u9886\u5148\u3002<\/p>\n

5.\u4eceAlphaFold\u5230\u865a\u62df\u7ec6\u80de<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u968f\u7740\u63a8\u7406\u6210\u672c\u7684\u5feb\u901f\u4e0b\u964d\uff0c\u5f53\u63a8\u7406\u51e0\u4e4e\u514d\u8d39\u65f6\u4ec0\u4e48\u5c06\u6210\u4e3a\u53ef\u80fd\uff0c\u8fd9\u53c8\u4f1a\u5982\u4f55\u6539\u53d8\u56e2\u961f\u4f18\u5316\u7684\u76ee\u6807\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u4e0d\u786e\u5b9a\u63a8\u7406\u6210\u672c\u662f\u5426\u771f\u7684\u80fd\u964d\u5230\u51e0\u4e4e\u4e3a\u96f6\u3002\u8fd9\u6709\u70b9\u50cf\u6770\u6587\u65af\u6096\u8bba\uff0c\u6700\u7ec8\u5927\u5bb6\u4f1a\u4f7f\u7528\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u667a\u80fd\u4f53\u534f\u540c\u5de5\u4f5c\uff0c\u6216\u8005\u8ba9\u667a\u80fd\u4f53\u671d\u7740\u591a\u4e2a\u65b9\u5411\u601d\u8003\u5e76\u8fdb\u884c\u96c6\u6210\uff0c\u8fd9\u4e9b\u90fd\u4f1a\u6d88\u8017\u6389\u53ef\u7528\u7684\u63a8\u7406\u8d44\u6e90\u3002\u5982\u679c\u6838\u805a\u53d8\u3001\u8d85\u5bfc\u4f53\u6216\u7535\u6c60\u6280\u672f\u53d6\u5f97\u7a81\u7834\uff0c\u80fd\u6e90<\/a>\u6210\u672c\u786e\u5b9e\u4f1a\u964d\u4f4e\u751a\u81f3\u8d8b\u4e8e\u96f6\uff0c\u4f46\u82af\u7247<\/a>\u5236\u9020\u7684\u7269\u7406\u74f6\u9888\u4f9d\u7136\u5b58\u5728\u3002\u81f3\u5c11\u5728\u672a\u6765\u51e0\u5341\u5e74\u91cc\u4f9d\u7136\u4f1a\u6709\u8d44\u6e90\u914d\u989d\u9650\u5236\uff0c\u56e0\u6b64\u5fc5\u987b\u9ad8\u6548\u5730\u5229\u7528\u7b97\u529b\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u597d\u5728\u8f83\u5c0f\u7684\u6a21\u578b\u6b63\u53d8\u5f97\u8d8a\u6765\u8d8a\u806a\u660e\uff0c\u8fd9\u592a\u68d2\u4e86\u3002\u89c2\u4f17\u5e2d\u4e2d\u6709\u5f88\u591a\u751f\u7269\u548c\u751f\u7269\u6280\u672f<\/a>\u9886\u57df\u7684\u521b\u59cb\u4eba\uff0c\u6211\u80fd\u770b\u5230\u51e0\u4f4d\u3002AlphaFold 3\u8ba9\u6211\u4eec\u8d85\u8d8a\u4e86\u86cb\u767d\u8d28\uff0c\u8d70\u5411\u4e86\u66f4\u5e7f\u8c31\u7684\u751f\u7269\u5206\u5b50\u3002\u6211\u4eec\u8ddd\u79bb\u6a21\u62df\u5b8c\u6574\u7684\u7ec6\u80de\u7cfb\u7edf\u8fd8\u6709\u591a\u8fdc\uff1f\u6216\u8005\u8bf4\u8fd9\u672c\u8d28\u4e0a\u4ecd\u7136\u662f\u4e00\u4e2a\u5c5e\u4e8e\u53e6\u4e00\u7ef4\u5ea6\u7684\u66f4\u96be\u7684\u95ee\u9898\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>Isomorphic Labs\u662f\u6211\u4eec\u5728\u5b8c\u6210AlphaFold 2\u4e4b\u540e\u4eceDeepMind\u62c6\u5206\u51fa\u6765\u7684\uff0c\u76ee\u524d\u8fdb\u5c55\u975e\u5e38\u987a\u5229\u3002\u5b83\u4e0d\u4ec5\u8bd5\u56fe\u6784\u5efaAlphaFold\u8fd9\u79cd\u53ea\u8d1f\u8d23\u836f\u7269\u7814\u53d1\u8fc7\u7a0b\u4e2d\u5355\u4e2a\u73af\u8282\u7684\u6a21\u578b\uff0c\u6211\u4eec\u8fd8\u5c1d\u8bd5\u63a8\u8fdb\u76f8\u5173\u7684\u751f\u7269\u5316\u5b66\u548c\u5316\u5b66\u7814\u7a76\uff0c\u4ee5\u8bbe\u8ba1\u51fa\u5177\u5907\u6b63\u786e\u5c5e\u6027\u7684\u5316\u5408\u7269\u3002\u6211\u4eec\u5f88\u5feb\u4f1a\u5728\u8be5\u9886\u57df\u53d1\u5e03\u4e00\u4e9b\u91cd\u5927\u516c\u544a\u3002<\/p>\n

\u6211\u4eec\u7684\u6700\u7ec8\u76ee\u6807\u662f\u6784\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684\u865a\u62df\u7ec6\u80de\u3002<\/strong>\u6211\u5728\u8bb8\u591a\u79d1\u5b66\u6f14\u8bb2\u4e2d\u90fd\u8c08\u5230\u8fc7\u8fd9\u79cd\u5b8c\u6574\u7684\u8fd0\u884c\u6a21\u62df\uff1a\u4f60\u53ef\u4ee5\u5bf9\u7ec6\u80de\u8fdb\u884c\u6270\u52a8\uff0c\u5176\u8f93\u51fa\u7ed3\u679c\u5c06\u8db3\u591f\u63a5\u8fd1\u5b9e\u9a8c\u6570\u636e\u4ece\u800c\u4ea7\u751f\u5b9e\u9645\u6548\u7528\u3002\u4f60\u53ef\u4ee5\u501f\u6b64\u8df3\u8fc7\u5927\u91cf\u7684\u641c\u7d22\u6b65\u9aa4\uff0c\u751f\u6210\u5927\u91cf\u5408\u6210\u6570\u636e\u6765\u8bad\u7ec3\u5176\u4ed6\u6a21\u578b\uff0c\u6700\u7ec8\u9884\u6d4b\u771f\u5b9e\u7ec6\u80de\u7684\u60c5\u51b5\u3002\u6211\u8ba4\u4e3a\u8ddd\u79bb\u5b9e\u73b0\u5b8c\u6574\u7684\u865a\u62df\u7ec6\u80de\u5927\u6982\u8fd8\u9700\u898110\u5e74\u65f6\u95f4\u3002<\/p>\n

DeepMind\u79d1\u5b66\u56e2\u961f\u5df2\u7ecf\u7740\u624b\u5f00\u5c55\u8fd9\u9879\u5de5\u4f5c\u3002\u6211\u4eec\u9996\u5148\u4ece\u7ec6\u80de\u6838\u5165\u624b\uff0c\u56e0\u4e3a\u5b83\u76f8\u5bf9\u81ea\u7ed9\u81ea\u8db3\u3002\u89e3\u51b3\u6b64\u7c7b\u95ee\u9898\u7684\u8bc0\u7a8d\u5728\u4e8e\u80fd\u5426\u5207\u5165\u590d\u6742\u6027\u7684\u4e00\u89d2\u3002\u867d\u7136\u6700\u7ec8\u76ee\u6807\u662f\u6a21\u62df\u4eba\u4f53\uff0c\u4f46\u5728\u6b64\u4e4b\u524d\u9700\u8981\u627e\u5230\u6b63\u786e\u7684\u7ec6\u8282\u6a21\u62df\u6c34\u5e73\uff0c\u5e76\u627e\u51fa\u4e00\u4e2a\u53ef\u4ee5\u4ece\u4e2d\u63d0\u53d6\u51fa\u8db3\u591f\u72ec\u7acb\u5185\u5bb9\u7684\u5207\u9762\u3002\u4f60\u53ef\u4ee5\u5bf9\u5176\u8fdb\u884c\u5efa\u6a21\u548c\u8fd1\u4f3c\uff0c\u5c06\u8f93\u5165\u548c\u8f93\u51fa\u6574\u5408\u8fdb\u8fd9\u4e2a\u72ec\u7acb\u7684\u7cfb\u7edf\uff0c\u7136\u540e\u53ea\u4e13\u6ce8\u4e8e\u8fd9\u4e00\u90e8\u5206\u3002\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u6765\u770b\uff0c\u7ec6\u80de\u6838\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u5207\u5165\u70b9\u3002<\/p>\n

\u53e6\u4e00\u4e2a\u95ee\u9898\u662f\u76ee\u524d\u6570\u636e\u4e0d\u8db3\u3002\u6211\u66fe\u4e0e\u591a\u4f4d\u9876\u5c16\u7684\u7535\u5b50\u663e\u5fae\u955c\u79d1\u5b66\u5bb6\u4ee5\u53ca\u5176\u4ed6\u6210\u50cf\u9886\u57df\u7684\u4e13\u5bb6\u4ea4\u6d41\u8fc7\u3002\u5982\u679c\u6211\u4eec\u80fd\u5728\u4e0d\u6740\u6b7b\u7ec6\u80de\u7684\u524d\u63d0\u4e0b\u5bf9\u6d3b\u4f53\u7ec6\u80de\u8fdb\u884c\u6210\u50cf<\/strong>\uff0c\u8fd9\u663e\u7136\u662f\u98a0\u8986\u6027\u7684\uff0c\u56e0\u4e3a\u90a3\u5c06\u628a\u5b83\u8f6c\u5316\u4e3a\u4e00\u4e2a\u6211\u4eec\u64c5\u957f\u89e3\u51b3\u7684\u89c6\u89c9\u95ee\u9898\u3002\u4f46\u6211\u76ee\u524d\u8fd8\u4e0d\u77e5\u9053\u6709\u4efb\u4f55\u6280\u672f\u80fd\u591f\u540c\u65f6\u63d0\u4f9b\u7eb3\u7c73\u7ea7\u5206\u8fa8\u7387\u3001\u4e0d\u4ea7\u751f\u7834\u574f\uff0c\u4e14\u80fd\u5728\u6d3b\u4f53\u52a8\u6001\u7ec6\u80de\u4e2d\u89c2\u5bdf\u6240\u6709\u76f8\u4e92\u4f5c\u7528\u3002\u867d\u7136\u73b0\u5728\u5df2\u7ecf\u53ef\u4ee5\u62cd\u6444\u51fa\u6781\u5176\u7cbe\u7ec6\u7684\u9759\u6001\u56fe\u50cf\uff0c\u4f46\u8fd9\u8fd8\u4e0d\u8db3\u4ee5\u5c06\u5176\u8f6c\u5316\u4e3a\u590d\u6742\u7684\u89c6\u89c9\u95ee\u9898\u3002<\/p>\n

\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u6709\u4e24\u79cd\u9014\u5f84\uff1a\u4e00\u79cd\u662f\u7531\u786c\u4ef6\u548c\u6570\u636e\u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848\uff1b\u53e6\u4e00\u79cd\u5219\u504f\u5411\u5efa\u6a21\uff0c\u5373\u6784\u5efa\u51fa\u9488\u5bf9\u8fd9\u4e9b\u52a8\u529b\u7cfb\u7edf\u66f4\u597d\u7684\u5b66\u4e60\u578b\u6a21\u62df\u5668\u3002<\/p>\n

6.AI\u4f5c\u4e3a\u79d1\u5b66\u7814\u7a76\u7684\u7ec8\u6781\u5de5\u5177<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u4f60\u4e00\u76f4\u5728\u5173\u6ce8\u9664\u4e86\u751f\u7269\u5b66\u4e4b\u5916\u7684\u5404\u79cd\u79d1\u5b66\u9886\u57df\uff0c\u5305\u62ec\u6750\u6599\u79d1\u5b66\u3001\u836f\u7269\u7814\u53d1\u3001\u6c14\u5019\u5efa\u6a21\u548c\u6570\u5b66\u3002\u5982\u679c\u8ba9\u4f60\u5bf9\u672a\u6765\u4e94\u5e74\u5185\u5c06\u53d1\u751f\u6700\u5267\u70c8\u53d8\u9769\u7684\u79d1\u5b66\u9886\u57df\u8fdb\u884c\u6392\u540d\uff0c\u4f60\u7684\u540d\u5355\u91cc\u4f1a\u6709\u54ea\u4e9b\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u8fd9\u4e9b\u9886\u57df\u90fd\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u3002\u6211\u6295\u8eabAI\u9886\u57df\u5e76\u5728\u6574\u4e2a30\u591a\u5e74\u7684\u804c\u4e1a\u751f\u6daf\u91cc\u6df1\u8015\u4e8e\u6b64\uff0c\u521d\u8877\u5c31\u662f\u5c06AI\u4f5c\u4e3a\u7ec8\u6781\u5de5\u5177\u6765\u4f7f\u7528\u3002\u6211\u4e00\u76f4\u8ba4\u4e3aAI\u5c06\u4f1a\u662f\u79d1\u5b66\u7814\u7a76\u3001\u63a2\u7d22\u73af\u5883\u3001\u63a8\u8fdb\u79d1\u5b66\u7406\u89e3\u4e0e\u53d1\u73b0\uff0c\u4ee5\u53ca\u52a0\u6df1\u6211\u4eec\u5bf9\u533b\u5b66\u548c\u5468\u56f4\u5b87\u5b99\u7406\u89e3\u7684\u7ec8\u6781\u5de5\u5177\u3002<\/strong><\/p>\n

\u6211\u4eec\u6700\u521d\u7684\u4f7f\u547d\u5206\u4e3a\u4e24\u4e2a\u6b65\u9aa4\uff1a\u7b2c\u4e00\u6b65\u662f\u89e3\u51b3\u667a\u80fd\u95ee\u9898<\/strong>\uff0c\u5373\u6784\u5efaAGI\uff1b\u7b2c\u4e8c\u6b65\u662f\u5229\u7528\u5b83\u6765\u89e3\u51b3\u5176\u4ed6\u6240\u6709\u95ee\u9898<\/strong>\u3002<\/p>\n

\u5f53\u65f6\u4eba\u4eec\u7ecf\u5e38\u8d28\u7591\u6211\u4eec\u662f\u5426\u771f\u7684\u6253\u7b97\u89e3\u51b3\u5176\u4ed6\u6240\u6709\u95ee\u9898\uff0c\u6211\u4eec\u786e\u5b9e\u662f\u90a3\u4e2a\u610f\u601d\u3002\u5177\u4f53\u800c\u8a00\uff0c\u6211\u6307\u7684\u662f\u89e3\u51b3\u79d1\u5b66\u4e2d\u7684\u6839\u8282\u70b9\u95ee\u9898\uff0c\u5373\u90a3\u4e9b\u80fd\u591f\u5f00\u542f\u5168\u65b0\u79d1\u5b66\u5206\u652f\u6216\u63a2\u7d22\u9014\u5f84\u7684\u9886\u57df\uff0c\u800cAlphaFold\u6b63\u662f\u6211\u4eec\u8981\u5b9e\u73b0\u8be5\u76ee\u6807\u7684\u5178\u578b\u8303\u4f8b\u3002<\/p>\n

\u76ee\u524d\u5168\u7403\u6709\u8d85\u8fc7300\u4e07\u540d\u7814\u7a76\u4eba\u5458\uff0c\u51e0\u4e4e\u4e16\u754c\u4e0a\u6bcf\u4e00\u4f4d\u751f\u7269\u5b66\u7814\u7a76\u4eba\u5458\u90fd\u5728\u4f7f\u7528AlphaFold\u3002\u5236\u836f\u884c\u4e1a\u7684\u9ad8\u7ba1\u670b\u53cb\u544a\u8bc9\u6211\uff0c\u4eca\u540e\u51e0\u4e4e\u6bcf\u4e00\u6b3e\u7814\u53d1\u51fa\u7684\u836f\u7269\u90fd\u5c06\u5728\u5176\u7814\u53d1\u7684\u67d0\u4e2a\u9636\u6bb5\u4f7f\u7528AlphaFold\u3002\u8fd9\u6b63\u662f\u6211\u4eec\u5e0c\u671b\u901a\u8fc7AI\u4ea7\u751f\u7684\u5f71\u54cd\u529b\uff0c\u4e5f\u662f\u6211\u4eec\u975e\u5e38\u81ea\u8c6a\u7684\u4e8b\u60c5\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u4ec5\u4ec5\u662f\u4e2a\u5f00\u59cb\u3002<\/p>\n

\u6211\u5b9e\u5728\u60f3\u4e0d\u51fa\u6709\u4efb\u4f55\u79d1\u5b66\u6216\u5de5\u7a0b\u9886\u57df\u662fAI\u65e0\u6cd5\u63d0\u4f9b\u5e2e\u52a9\u7684\u3002\u4f60\u63d0\u5230\u7684\u90a3\u4e9b\u9886\u57df\uff0c\u6211\u8ba4\u4e3a\u76ee\u524d\u6b63\u5904\u4e8e\u7c7b\u4f3cAlphaFold 1\u7684\u9636\u6bb5\u3002\u6211\u4eec\u5df2\u7ecf\u53d6\u5f97\u4e86\u975e\u5e38\u6709\u524d\u666f\u7684\u6210\u679c\uff0c\u4f46\u8fd8\u6ca1\u6709\u5b8c\u5168\u89e3\u51b3\u8be5\u9886\u57df\u7684\u91cd\u5927\u6311\u6218\u3002\u5728\u63a5\u4e0b\u6765\u7684\u51e0\u5e74\u91cc\uff0c\u4ece\u6750\u6599\u5b66\u5230\u6570\u5b66\uff0c\u6240\u6709\u8fd9\u4e9b\u9886\u57df\u90fd\u6709\u5f88\u591a\u503c\u5f97\u63a2\u8ba8\u7684\u5185\u5bb9\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u5c31\u79d1\u5b66\u65b9\u9762\u800c\u8a00\uff0c\u8fd9\u611f\u89c9\u5177\u6709\u666e\u7f57\u7c73\u4fee\u65af\u822c\u7684\u5f00\u521b\u6027\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>\u7684\u786e\u5982\u6b64\u3002\u4f46\u540c\u65f6\uff0c\u6b63\u5982\u666e\u7f57\u7c73\u4fee\u65af\u7684\u5bd3\u8a00\u6240\u8b66\u793a\u7684\u90a3\u6837\uff0c\u6211\u4eec\u5fc5\u987b\u5bf9\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u3001\u5c06\u5176\u7528\u4e8e\u4f55\u5904\uff0c\u4ee5\u53ca\u5982\u4f55\u9632\u6b62\u6ee5\u7528\u4fdd\u6301\u8c28\u614e\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u5728\u5ea7\u7684\u8bb8\u591a\u4eba\u90fd\u8bd5\u56fe\u521b\u529e\u5c06AI\u5e94\u7528\u4e8e\u79d1\u5b66\u9886\u57df\u7684\u516c\u53f8\u3002\u5728\u4f60\u770b\u6765\uff0c\u4e00\u5bb6\u771f\u6b63\u63a8\u52a8\u524d\u6cbf\u53d1\u5c55\u7684\u521d\u521b\u516c\u53f8\u4e0e\u90a3\u4e9b\u4ec5\u4ec5\u5728\u57fa\u7840\u6a21\u578b\u4e0a\u5c01\u88c5\u4e00\u4e2aAPI\u5c31\u81ea\u79f0\u201cAI for Science\u201d\u7684\u516c\u53f8\u76f8\u6bd4\uff0c\u533a\u522b\u5728\u54ea\u91cc\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u8fd9\u662f\u6211\u5efa\u8bae\u5927\u5bb6\u91cd\u70b9\u5173\u6ce8\u7684\u4e8b\u60c5\u4e4b\u4e00\u3002\u5982\u679c\u4f60\u5750\u5728Y Combinator\u91cc\u89c2\u5bdf\u5404\u79cd\u4e8b\u7269\uff0c\u663e\u7136\u4f60\u5fc5\u987b\u7d27\u8ddfAI\u6280\u672f\u7684\u53d1\u5c55\u8d8b\u52bf\u3002\u4f46\u6211\u786e\u5b9e\u8ba4\u4e3a\uff0c\u5c06AI\u7684\u53d1\u5c55\u65b9\u5411\u4e0e\u5176\u4ed6\u6df1\u79d1\u6280\u9886\u57df\u76f8\u7ed3\u5408\u5b58\u5728\u5de8\u5927\u7684\u7a7a\u95f4\u3002<\/strong><\/p>\n

\u8fd9\u79cd\u9ec4\u91d1<\/a>\u7ed3\u5408\u70b9\u65e0\u8bba\u662f\u6750\u6599\u5b66\u3001\u533b\u5b66\u8fd8\u662f\u5176\u4ed6\u6781\u5176\u8270\u6df1\u7684\u79d1\u5b66\u9886\u57df\u90fd\u6781\u5177\u4ef7\u503c\u3002\u7279\u522b\u662f\u6d89\u53ca\u539f\u5b50\u4e16\u754c\u8fd9\u79cd\u9700\u8981\u8de8\u5b66\u79d1\u56e2\u961f\u7684\u9886\u57df\uff0c\u5728\u53ef\u9884\u89c1\u7684\u672a\u6765\u662f\u6ca1\u6709\u6377\u5f84\u53ef\u8d70\u7684\u3002\u5728\u8fd9\u4e9b\u9886\u57df\u521b\u4e1a\u76f8\u5f53\u5b89\u5168\uff0c\u4f60\u4e0d\u5fc5\u62c5\u5fc3\u4ec5\u4ec5\u56e0\u4e3a\u57fa\u7840\u6a21\u578b\u7684\u4e00\u6b21\u66f4\u65b0\u5c31\u88ab\u5f7b\u5e95\u5e2d\u5377\u3002<\/p>\n

\u6211\u4e2a\u4eba\u4e00\u76f4\u70ed\u7231\u6df1\u79d1\u6280\uff0c\u8ba4\u4e3a\u4efb\u4f55\u771f\u6b63\u6301\u4e45\u4e14\u6709\u4ef7\u503c\u7684\u4e8b\u60c5\u90fd\u4e0d\u662f\u8f7b\u800c\u6613\u4e3e\u7684\u3002\u57282010\u5e74\u6211\u4eec\u521a\u8d77\u6b65\u65f6AI\u4e5f\u662f\u5982\u6b64\u3002\u5f53\u65f6\u65e0\u8bba\u662f\u6295\u8d44<\/a>\u8005\u8fd8\u662f\u5b66\u672f\u754c\uff0c\u90fd\u8ba4\u4e3aAI\u884c\u4e0d\u901a\uff0c\u8ba4\u4e3a\u90a3\u53ea\u662f\u4e2a\u572890\u5e74\u4ee3\u5c1d\u8bd5\u8fc7\u5e76\u88ab\u8bc1\u660e\u5931\u8d25\u7684\u5c0f\u4f17\u8bfe\u9898\u3002\u4f46\u5982\u679c\u4f60\u5bf9\u81ea\u5df1\u7684\u60f3\u6cd5\u6709\u575a\u5b9a\u7684\u4fe1\u5ff5\uff0c\u6e05\u695a\u8fd9\u6b21\u6709\u4ec0\u4e48\u4e0d\u540c\uff0c\u6216\u8005\u6e05\u695a\u57fa\u4e8e\u81ea\u8eab\u80cc\u666f\u6240\u62e5\u6709\u7684\u7279\u6b8a\u4f18\u52bf\uff0c\u6bd4\u5982\u4f60\u662f\u673a\u5668\u5b66\u4e60<\/a>\u4e13\u5bb6\u5e76\u4e14\u62e5\u6709\u53e6\u4e00\u4e2a\u5e94\u7528\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6216\u8005\u4f60\u7ec4\u5efa\u4e86\u4e00\u4e2a\u5177\u5907\u8be5\u4e13\u4e1a\u77e5\u8bc6\u7684\u521b\u59cb\u56e2\u961f\uff0c\u90a3\u4f60\u4eec\u5c31\u80fd\u4ea7\u751f\u5de8\u5927\u7684\u5f71\u54cd\u5e76\u521b\u9020\u6781\u9ad8\u7684\u4ef7\u503c\u3002<\/p>\n

Garry Tan\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u4fe1\u606f\u3002\u8fd9\u5f88\u5bb9\u6613\u88ab\u9057\u5fd8\uff0c\u4e00\u65e6\u4f60\u505a\u6210\u4e86\u5927\u5bb6\u5c31\u89c9\u5f97\u7406\u6240\u5f53\u7136\uff0c\u4f46\u5728\u4f60\u6210\u529f\u4e4b\u524d\u4eba\u4eec\u5f80\u5f80\u4f1a\u53cd\u5bf9\u4f60\u3002<\/p>\n

Demis Hassabis\uff1a<\/strong>\u786e\u5b9e\u5982\u6b64\uff0c\u5f53\u521d\u6ca1\u4eba\u76f8\u4fe1\u5b83\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u8ba4\u4e3a\u4f60\u5fc5\u987b\u81f4\u529b\u4e8e\u90a3\u4e9b\u53d1\u81ea\u5185\u5fc3\u70ed\u7231\u7684\u4e8b\u60c5\u3002\u5bf9\u6211\u6765\u8bf4\uff0c\u65e0\u8bba\u53d1\u751f\u4ec0\u4e48\u6211\u90fd\u4f1a\u81f4\u529b\u4e8eAI\u7814\u7a76\u3002\u6211\u4ece\u5c0f\u5c31\u8ba4\u5b9a\u8fd9\u662f\u6211\u80fd\u60f3\u5230\u7684\u6700\u80fd\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\u7684\u4e8b\u60c5\uff0c\u4e8b\u5b9e\u8bc1\u660e\u4e5f\u786e\u5b9e\u5982\u6b64\u3002\u800c\u4e14\u5b83\u4e5f\u662f\u6211\u80fd\u60f3\u5230\u7684\u6700\u6709\u8da3\u7684\u7814\u7a76\u65b9\u5411\u3002\u6240\u4ee5\u54ea\u6015\u5230\u4e86\u4eca\u5929\u6211\u4eec\u7684\u6280\u672f\u8fd8\u6ca1\u5b8c\u5168\u8dd1\u901a\uff0c\u4f9d\u7136\u8eab\u5904\u67d0\u4e2a\u5c0f\u8f66\u5e93\u91cc\uff0c\u6216\u8005\u9000\u56de\u5b66\u672f\u754c\uff0c\u6211\u80af\u5b9a\u8fd8\u4f1a\u901a\u8fc7\u67d0\u79cd\u65b9\u5f0f\u7ee7\u7eed\u7814\u7a76AI\u3002<\/p>\n

\"\u54c8\u8428\u6bd4\u65af\u6700\u65b0\u8bbf\u8c08\uff1a\u901a\u5f80AGI\u9700\u7a81\u7834\u5355\u7eaf\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5bb9\uff0c\u5efa\u7acb\u6301\u7eed\u5b66\u4e60\u4e0e\u8bb0\u5fc6\u673a\u5236\"<\/p>\n

7.AlphaFold\u7684\u7a81\u7834\u6a21\u5f0f<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>AlphaFold\u5c31\u50cf\u662f\u4e00\u4e2a\u4f60\u6240\u8ffd\u6c42\u7684\u5e76\u4e14\u6700\u7ec8\u6210\u529f\u7684\u7a81\u53d1\u6027\u7a81\u7834\u6848\u4f8b\u3002\u4f60\u8ba4\u4e3a\u662f\u4ec0\u4e48\u8ba9\u79d1\u5b66\u9886\u57df\u5177\u5907\u4e86\u5b9e\u73b0AlphaFold\u5f0f\u7a81\u7834\u7684\u6210\u719f\u6761\u4ef6\uff1f\u662f\u5426\u5b58\u5728\u67d0\u79cd\u6a21\u5f0f\u6216\u8005\u7279\u5b9a\u7684\u76ee\u6807\u51fd\u6570\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u7b49\u6211\u6709\u7a7a\u95f2\u7684\u65f6\u5019\u5e94\u8be5\u628a\u8fd9\u4ef6\u4e8b\u4e13\u95e8\u5199\u4e0b\u6765\u3002\u4f46\u6211\u4eceAlphaGo\u548cAlphaFold\u7b49\u6240\u6709\u7684Alpha\u9879\u76ee\u4e2d\u5b66\u5230\u7684\u6559\u8bad\u662f\uff1a\u5982\u679c\u4e00\u4e2a\u95ee\u9898\u53ef\u4ee5\u88ab\u63cf\u8ff0\u4e3a\u5927\u89c4\u6a21\u7684\u7ec4\u5408\u641c\u7d22\u95ee\u9898\uff0c\u90a3\u4e48\u6211\u4eec\u73b0\u6709\u7684\u6280\u672f\u5c31\u80fd\u53d1\u6325\u5de8\u5927\u7684\u4f5c\u7528\u3002<\/strong>\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u641c\u7d22\u7a7a\u95f4\u8d8a\u5927\u8d8a\u597d\uff0c\u8fd9\u5c31\u4f7f\u5f97\u4efb\u4f55\u66b4\u529b\u7834\u89e3\u6216\u7279\u6b8a\u60c5\u51b5\u7b97\u6cd5\u90fd\u65e0\u6cd5\u89e3\u51b3\u5b83\u3002\u65e0\u8bba\u662f\u56f4\u68cb\u7684\u7740\u6cd5\u8fd8\u662f\u86cb\u767d\u8d28\u7684\u4e0d\u540c\u6784\u578b\uff0c\u5176\u6570\u91cf\u90fd\u8fdc\u8d85\u5b87\u5b99\u4e2d\u7684\u539f\u5b50\u603b\u6570\u3002<\/p>\n

\u5176\u6b21\uff0c\u4f60\u9700\u8981\u4e00\u4e2a\u660e\u786e\u7684\u76ee\u6807\u51fd\u6570<\/strong>\uff0c\u6bd4\u5982\u6700\u5c0f\u5316\u86cb\u767d\u8d28\u4e2d\u7684\u81ea\u7531\u80fd\uff0c\u6216\u8005\u8d62\u5f97\u56f4\u68cb\u6bd4\u8d5b\u3002\u4f60\u9700\u8981\u6e05\u6670\u5730\u5b9a\u4e49\u8fd9\u4e2a\u76ee\u6807\u51fd\u6570\u4ee5\u4fbf\u6267\u884c\u7b97\u6cd5\u3002<\/p>\n

\u6700\u540e\uff0c\u4f60\u9700\u8981\u8db3\u591f\u7684\u6570\u636e<\/strong>\uff0c\u6216\u8005\u4e00\u4e2a\u80fd\u591f\u4e3a\u4f60\u751f\u6210\u5927\u91cf\u5206\u5e03\u5185\u6a21\u62df\u5408\u6210\u6570\u636e\u7684\u6a21\u62df\u5668\u3002\u53ea\u8981\u6ee1\u8db3\u8fd9\u4e9b\u6761\u4ef6\uff0c\u5229\u7528\u5f53\u4eca\u7684\u65b9\u6cd5\u4f60\u5c31\u80fd\u5728\u89e3\u51b3\u95ee\u9898\u4e0a\u8d70\u5f97\u5f88\u8fdc\uff0c\u5728\u5927\u6d77\u635e\u9488\u822c\u7684\u641c\u7d22\u4e2d\u627e\u5230\u4f60\u9700\u8981\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u9996\u5148\u60f3\u5230\u7684\u5c31\u662f\u836f\u7269\u7814\u53d1\u3002\u7269\u7406\u5b9a\u5f8b\u5141\u8bb8\u5b58\u5728\u67d0\u79cd\u53ef\u4ee5\u6cbb\u6108\u7279\u5b9a\u75be\u75c5\u4e14\u6ca1\u6709\u4efb\u4f55\u526f\u4f5c\u7528\u7684\u5316\u5408\u7269\uff0c\u552f\u4e00\u7684\u95ee\u9898\u662f\u5982\u4f55\u4ee5\u4e00\u79cd\u9ad8\u6548\u7684\u65b9\u5f0f\u627e\u5230\u5b83\u3002\u6211\u4eec\u901a\u8fc7AlphaGo\u9996\u6b21\u8bc1\u660e\u4e86\u8fd9\u4e9b\u7cfb\u7edf\u80fd\u591f\u5728\u5927\u6d77\u635e\u9488\u822c\u7684\u641c\u7d22\u4e2d\u53d1\u73b0\u5b8c\u7f8e\u7684\u76ee\u6807\u3002<\/p>\n

8.AI\u80fd\u5426\u5b9e\u73b0\u771f\u6b63\u7684\u79d1\u5b66\u53d1\u73b0\uff1f<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u6211\u4eec\u6765\u8c08\u70b9\u5143\u5c42\u9762\u7684\u95ee\u9898\u3002\u6211\u4eec\u63a2\u8ba8\u4e86\u4eba\u7c7b\u5229\u7528\u8fd9\u4e9b\u65b9\u6cd5\u6765\u521b\u9020AlphaFold\uff0c\u4f46\u5728\u8fd9\u4e2a\u5143\u5c42\u9762\uff0c\u4eba\u7c7b\u4e5f\u53ef\u4ee5\u5229\u7528AI\u6765\u63a2\u7d22\u53ef\u80fd\u7684\u5047\u8bbe\u7a7a\u95f4\u3002\u6211\u4eec\u8ddd\u79bb\u80fd\u591f\u8fdb\u884c\u771f\u6b63\u79d1\u5b66\u63a8\u7406\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5bf9\u6570\u636e\u8fdb\u884c\u6a21\u5f0f\u5339\u914d\u7684AI\u7cfb\u7edf\u8fd8\u6709\u591a\u8fdc\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u8ba4\u4e3a\u6211\u4eec\u5df2\u7ecf\u5f88\u63a5\u8fd1\u4e86\u3002\u6240\u6709\u7684\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u90fd\u5728\u8fdb\u884c\u8fd9\u65b9\u9762\u7684\u5b9e\u9a8c\uff0c\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u50cfCo-Scientist\u8fd9\u6837\u7684\u901a\u7528\u7cfb\u7edf\uff0c\u8fd8\u6709AlphaEvolve\u7b49\u80fd\u591f\u6bd4\u57fa\u7840\u5927\u6a21\u578b\u505a\u5f97\u66f4\u6df1\u5165\u7684\u7b97\u6cd5\u3002<\/p>\n

\u867d\u7136\u76ee\u524d\u6211\u8fd8\u672a\u770b\u5230\u4efb\u4f55\u5177\u6709\u771f\u6b63\u610f\u4e49\u7684\u91cd\u5927\u79d1\u5b66\u53d1\u73b0\uff0c\u4f46\u6211\u8ba4\u4e3a\u5b83\u5373\u5c06\u5230\u6765\u3002\u8fd9\u53ef\u80fd\u4e0e\u6211\u4eec\u8ba8\u8bba\u8fc7\u7684\u5173\u4e8e\u521b\u9020\u529b\u4ee5\u53ca\u5982\u4f55\u8d85\u8d8a\u5df2\u77e5\u9886\u57df\u7684\u754c\u9650\u6709\u5173\u3002\u5230\u90a3\u65f6\uff0cAI\u5c31\u4e0d\u53ea\u662f\u8fdb\u884c\u6a21\u5f0f\u5339\u914d\u6216\u5916\u63a8\uff0c\u56e0\u4e3a\u5df2\u7ecf\u6ca1\u6709\u65e2\u6709\u7684\u6a21\u5f0f\u53ef\u4f9b\u5339\u914d\u4e86\uff0c\u5b83\u9700\u8981\u8fdb\u884c\u7c7b\u6bd4\u63a8\u7406<\/strong>\u3002\u76ee\u524d\u8fd9\u4e9b\u7cfb\u7edf\u53ef\u80fd\u8fd8\u4e0d\u5177\u5907\u8fd9\u79cd\u80fd\u529b\uff0c\u6216\u8005\u8bf4\u6211\u4eec\u8fd8\u6ca1\u6709\u627e\u5230\u6b63\u786e\u7684\u65b9\u6cd5\u6765\u6fc0\u53d1\u8fd9\u79cd\u80fd\u529b\u3002<\/p>\n

\u6211\u5728\u79d1\u5b66\u9886\u57df\u7ecf\u5e38\u8fd9\u6837\u6d4b\u8bd5\u5b83\uff1a\u5b83\u80fd\u5426\u63d0\u51fa\u4e00\u4e2a\u771f\u6b63\u6709\u8da3\u7684\u5047\u8bbe\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u89e3\u51b3\u4e00\u4e2a\u95ee\u9898\u3002<\/strong>\u6211\u4eec\u73b0\u5728\u8c08\u8bba\u7684\u53ef\u662f\u89e3\u51b3\u9ece\u66fc\u731c\u60f3\u6216\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\u8fd9\u79cd\u9700\u8981\u9876\u5c16\u6570\u5b66\u5bb6\u6295\u5165\u4e00\u751f\u53bb\u7814\u7a76\u7684\u6df1\u5965\u95ee\u9898\u3002\u90a3\u662f\u4e00\u4e2a\u66f4\u9ad8\u4e00\u7ea7\u7684\u96be\u5ea6\uff0c\u6211\u4eec\u76ee\u524d\u8fd8\u4e0d\u77e5\u9053\u8be5\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u5e76\u4e0d\u795e\u79d8\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u6700\u7ec8\u5c06\u80fd\u591f\u505a\u5230\u3002<\/p>\n

\u4e5f\u8bb8\u6211\u4eec\u8fd8\u7f3a\u5c11\u4e00\u4e24\u5757\u62fc\u56fe\u3002\u6211\u6709\u65f6\u4f1a\u628a\u5b83\u79f0\u4f5c\u6211\u7684\u7231\u56e0\u65af\u5766\u6d4b\u8bd5\u3002\u4f60\u80fd\u4e0d\u80fd\u628a1901\u5e74\u4e4b\u524d\u7684\u7269\u7406\u5b66\u77e5\u8bc6\u6559\u7ed9\u4e00\u4e2a\u7cfb\u7edf\uff0c\u7136\u540e\u770b\u5b83\u662f\u5426\u80fd\u50cf\u7231\u56e0\u65af\u5766\u57281905\u5e74\u7684\u5947\u8ff9\u5e74\u90a3\u6837\u63d0\u51fa\u72ed\u4e49\u76f8\u5bf9\u8bba\uff1f\u6211\u4eec\u4e5f\u8bb8\u5e94\u8be5\u6301\u7eed\u8fdb\u884c\u8fd9\u9879\u6d4b\u8bd5\u3002\u4e00\u65e6\u5b9e\u73b0\u4e86\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u79bb\u8fd9\u4e9b\u7cfb\u7edf\u80fd\u591f\u53d1\u660e\u51fa\u771f\u6b63\u65b0\u9896\u3001\u524d\u6240\u672a\u6709\u7684\u4e8b\u7269\u7684\u9636\u6bb5\u5c31\u4e0d\u8fdc\u4e86\u3002<\/p>\n<\/p>\n

9.\u5728AGI\u5230\u6765\u4e4b\u524d\u8be5\u6784\u5efa\u4ec0\u4e48<\/strong><\/p>\n

Garry Tan\uff1a<\/strong>\u6700\u540e\u4e00\u4e2a\u95ee\u9898\u63d0\u7ed9\u5728\u5ea7\u60f3\u8981\u81f4\u529b\u4e8e\u7c7b\u4f3c\u957f\u671f\u79d1\u6280\u9879\u76ee\u7684\u8d44\u6df1\u6280\u672f\u4eba\u5458\u3002\u4f60\u4e3b\u5bfc\u4e86\u5168\u7403\u6700\u5927\u7684AI\u9879\u76ee\u4e4b\u4e00\uff0c\u8fd9\u4e9b\u5e74\u6765\u4f60\u4e00\u76f4\u662f\u8fd9\u4e00\u9886\u57df\u7684\u5148\u9a71\u3002\u6211\u60f3\u8fd9\u4e2a\u623f\u95f4\u91cc\u7684\u6bcf\u4e00\u4e2a\u4eba\u90fd\u4f1a\u53d1\u81ea\u5185\u5fc3\u5730\u611f\u8c22\u4f60\u4ee5\u53caDeepMind\u7684\u540c\u4e8b\u4eec\u3002\u5173\u4e8e\u5728\u6700\u524d\u6cbf\u9886\u57df\u8fdb\u884c\u6784\u5efa\uff0c\u6709\u54ea\u4e9b\u4e8b\u662f\u4f60\u73b0\u5728\u5df2\u77e5\u3001\u4f46\u5e0c\u671b\u5f53\u521d\u5c31\u80fd\u638c\u63e1\u7684\uff1f<\/p>\n

Demis Hassabis\uff1a<\/strong>\u6211\u8ba4\u4e3a\u6211\u4eec\u524d\u9762\u5df2\u7ecf\u6db5\u76d6\u4e86\u5176\u4e2d\u7684\u4e00\u90e8\u5206\u3002\u653b\u514b\u6df1\u5c42\u96be\u9898\u5728\u67d0\u4e9b\u65b9\u9762\u5e76\u4e0d\u6bd4\u89e3\u51b3\u6d45\u663e\u8868\u5c42\u7684\u95ee\u9898\u66f4\u96be\uff0c\u5b83\u4eec\u53ea\u662f\u96be\u70b9\u4e0d\u540c\u3002\u8003\u8651\u5230\u4eba\u751f\u82e6\u77ed\u3001\u7cbe\u529b\u548c\u65f6\u95f4\u90fd\u6709\u9650\uff0c\u4f60\u5927\u53ef\u4ee5\u628a\u751f\u547d\u6295\u5165\u5230\u771f\u6b63\u80fd\u4ea7\u751f\u5f71\u54cd\u7684\u4e8b\u60c5\u4e2d\u3002\u5982\u679c\u4f60\u4e0d\u53bb\u63a8\u52a8\uff0c\u8fd9\u4e9b\u5f71\u54cd\u5c31\u4e0d\u4f1a\u53d1\u751f\u3002<\/p>\n

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