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\"\u8fd9\u4eba\u8c01\u554a\uff1f\u54c8\u8428\u6bd4\u65af\u90fd\u8ba9\u4f4d\u4e86\"\/<\/div><\/figure>\n
\"\u8fd9\u4eba\u8c01\u554a\uff1f\u54c8\u8428\u6bd4\u65af\u90fd\u8ba9\u4f4d\u4e86\"\/<\/div><\/figure>\n
\"\u8fd9\u4eba\u8c01\u554a\uff1f\u54c8\u8428\u6bd4\u65af\u90fd\u8ba9\u4f4d\u4e86\"\/<\/div><\/figure>\n
\"\u8fd9\u4eba\u8c01\u554a\uff1f\u54c8\u8428\u6bd4\u65af\u90fd\u8ba9\u4f4d\u4e86\"\/<\/div><\/figure>\n

\u6ca1\u60f3\u5230\u8fd8\u6709LeCun\u7684\u4e8b\u513f<\/p>\n

Jeff Dean\u79bb\u804c\u521b\u4e1a\u4e86\uff0c\u54c8\u8428\u6bd4\u65af\u4e5fstepping down\u4e86\u3002<\/p>\n

\u800cGemini 3.5 Pro\uff0c\u8fd8\u5728\u300ccoming soon\u300d\u3002<\/p>\n

\u4e00\u65f6\u4e4b\u95f4\uff0cGoogle AI\u4e0d\u662f\u5730\u9707\uff0c\u4e5f\u57fa\u672c\u662f\u6d77\u5578\u4e86\u3002<\/p>\n

\uff08\u76f4\u63a5\u4f53\u73b0\u5728\u80a1\u4ef7\u4e0a\uff0c\u66b4\u8dcc\u8d855%\uff0c\u5e02\u503c\u84b8\u53d1\u4e07\u4ebf\uff09<\/p>\n

\u63a5\u624b\u7684\u4eba\u662fKoray Kavukcuoglu\uff0c\u4e00\u4e2a\u4e0d\u592a\u719f\u6089\u7684\u540d\u5b57\u3002<\/p>\n

\u25b3\u54c8\u8428\u6bd4\u65af\u53d1X\u5ba3\u5e03\u5378\u4efb<\/p>\n

\u5728\u54c8\u8428\u6bd4\u65af\u5378\u4efbGoogle DeepMind CEO\u3001\u8f6c\u4efbDeepMind\u8463\u4e8b\u957f\u53caAlphabet\u9996\u5e2d\u79d1\u5b66\u5bb6\u540e\u2014\u2014<\/p>\n

Koray\u5347\u4efb\u8c37\u6b4cDeepMind\u9ad8\u7ea7\u526f\u603b\u88c1\uff0c\u76f4\u63a5\u5411\u5288\u67f4\u54e5\u672c\u4eba\u6c47\u62a5\u3002<\/p>\n

\u4ed6\u5c06\u63a5\u7ba1Google DeepMind\u65e5\u5e38\u8fd0\u8425\u3001AI\u7814\u7a76\u548cGemini\u56e2\u961f\u3002<\/p>\n

\u597d\u5bb6\u4f19\uff0c\u4e0a\u6765\u5c31\u6253\u9006\u98ce\u5c40\u554a\u3002\u4f60\u77e5\u9053Gemini\u6a21\u578b\u5df2\u7ecf\u88ab\u5176\u4ed6\u4e24\u5bb6\u7529\u5f00\u591a\u8fdc\u4e86\u4e48\u2026<\/p>\n

\u4eba\u5bb6\u4ef7\u683c\u6218\u6253\u5f97\u5982\u706b\u5982\u837c\uff0cGemini\u8fd8\u5728\u75af\u72c2\u6389\u961f\uff0c\u5dee\u70b9\u88ab\u9664\u540d\u5fa1\u4e09\u5bb6\u4e86\u3002<\/p>\n

\u4e00\u4e9b\u5173\u4e8eKoray\u7684\u6807\u7b7e\uff0c\u968f\u4e4b\u9010\u6e10\u6d6e\u73b0\u51fa\u6765\uff1a<\/p>\n

LeCun\u95e8\u5f92\u3001AlphaGo\u529f\u81e3\u3001\u54c8\u8428\u6bd4\u65af\u4eb2\u4fe1\u3001DeepMind\u6700\u7a33\u7684\u4e8c\u53f7\u4f4d\u2026<\/p>\n

\u5916\u754c\u7684\u731c\u6d4b\u4e5f\u7eb7\u7eb7\u88ad\u6765\uff1a<\/p>\n

Jeff Dean\u88ab\u67b6\u7a7a\uff1f\u8c37\u6b4c\u5927\u8111\u56e2\u961f\u88ab\u6e05\u6d17\u3002\u54c8\u8428\u6bd4\u65af\u660e\u5347\u6697\u964d\uff1f\u6362\u4eba\u4e4b\u540e\u8c37\u6b4c\u5927\u6a21\u578b\u662f\u4e0d\u662f\u80fd\u8d77\u6765\u4e86\uff1f<\/p>\n

\u4ee5\u53ca\u2014\u2014\u80fd\u591f\u63a5\u73ed\u54c8\u8428\u6bd4\u65af\uff0c\u4ed6\u7a76\u7adf\u51ed\u4ec0\u4e48\uff1f<\/p>\n

Koray\u662f\u571f\u8033\u5176\u4eba\uff0c\u751f\u4e8e1980\u5e74\u3002<\/p>\n

\u4ed6\u6700\u521d\u5b66\u7684\u5e76\u4e0d\u662f\u8ba1\u7b97\u673a\uff0c\u800c\u662f\u822a\u7a7a\u822a\u5929\u5de5\u7a0b\u3002<\/p>\n

\u4ed6\u5728\u571f\u8033\u5176\u4e2d\u4e1c\u6280\u672f\u5927\u5b66\u5b8c\u6210\u672c\u79d1\u548c\u7855\u58eb\u5b66\u4e1a\uff0c\u540e\u6765\u8f6c\u5411\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u8d74\u7ebd\u7ea6\u5927\u5b66\u8bfb\u535a\uff0c\u5bfc\u5e08\u6b63\u662f\u6df1\u5ea6\u5b66\u4e60\u4e09\u5de8\u5934\u4e4b\u4e00Yann LeCun\u3002<\/p>\n

\u4ed6\u7684\u535a\u58eb\u8bba\u6587\u9898\u4e3a\u300aLearning Feature Hierarchies for Object Recognition\u300b\uff0c\u7814\u7a76\u5982\u4f55\u8ba9\u673a\u5668\u81ea\u52a8\u5b66\u4e60\u591a\u5c42\u89c6\u89c9\u7279\u5f81\u3002<\/p>\n

\u653e\u5728\u4eca\u5929\uff0c\u8fd9\u542c\u8d77\u6765\u5df2\u7ecf\u4e0d\u7b97\u65b0\u9c9c\u3002\u4f46\u5728\u5f53\u65f6\uff0c\u6df1\u5ea6\u5b66\u4e60\u8fdc\u6ca1\u6709\u6210\u4e3aAI\u9886\u57df\u7684\u4e3b\u6d41\u8def\u7ebf\u3002<\/p>\n

\u8ba1\u7b97\u673a\u8bc6\u522b\u7269\u4f53\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4ecd\u7136\u4f9d\u8d56\u7814\u7a76\u4eba\u5458\u624b\u5de5\u8bbe\u8ba1\u7279\u5f81\u3002Koray\u6240\u5728\u7684LeCun\u56e2\u961f\uff0c\u5219\u8bd5\u56fe\u8ba9\u673a\u5668\u81ea\u5df1\u4ece\u6570\u636e\u4e2d\u9010\u5c42\u5b66\u4e60\uff1a\u5148\u8bc6\u522b\u8fb9\u7f18\u548c\u7eb9\u7406\uff0c\u518d\u7ec4\u5408\u6210\u66f4\u590d\u6742\u7684\u5f62\u72b6\uff0c\u6700\u7ec8\u8ba4\u51fa\u4e00\u4e2a\u5b8c\u6574\u7269\u4f53\u3002<\/p>\n

\u25b3NYU\u6df1\u5ea6\u5b66\u4e60\u5b9e\u9a8c\u5ba4\u6210\u5458\u9875<\/p>\n

\u535a\u58eb\u6bd5\u4e1a\u540e\uff0cKoray\u66fe\u77ed\u6682\u8fdb\u5165NEC\u5b9e\u9a8c\u5ba4\u2014\u2014\u8fd9\u4e2a\u5b9e\u9a8c\u5ba4\u91cc\u4ed6\u7684+1\uff0c\u662f\u5730\u5e73\u7ebf\u521b\u59cb\u4eba\u4f59\u51ef\u3002<\/p>\n

2012\u5e74\uff0c\u4ed6\u52a0\u5165\u4e86\u6210\u7acb\u4e0d\u4e45\u7684DeepMind\u3002<\/p>\n

\u90a3\u65f6\u7684DeepMind\u8fd8\u6ca1\u6709\u88abGoogle\u6536\u8d2d\uff0c\u6ca1\u6709\u6210\u719f\u4ea7\u54c1\uff0c\u4e5f\u6ca1\u6709\u7a33\u5b9a\u6536\u5165\u3002\u6574\u5bb6\u516c\u53f8\u7684\u6838\u5fc3\u8d44\u4ea7\uff0c\u5c31\u662f\u51e0\u5341\u540d\u7814\u7a76\u4eba\u5458\uff0c\u4ee5\u53ca\u4e00\u4e2a\u542c\u8d77\u6765\u76f8\u5f53\u9065\u8fdc\u7684\u76ee\u6807\uff1a\u9020\u51fa\u80fd\u591f\u81ea\u4e3b\u5b66\u4e60\u7684\u901a\u7528\u667a\u80fd\u3002<\/p>\n

Koray\u52a0\u5165\u540e\uff0c\u7ec4\u5efa\u4e86DeepMind\u7684\u6df1\u5ea6\u5b66\u4e60\u56e2\u961f\u3002<\/p>\n

\u5f88\u5feb\uff0c\u8fd9\u652f\u56e2\u961f\u5c31\u641e\u51fa\u4e86DeepMind\u65e9\u671f\u6700\u91cd\u8981\u7684\u6210\u679c\u4e4b\u4e00\uff0cDQN\u3002<\/p>\n

2013\u5e74\uff0cDeepMind\u5c55\u793a\u4e86\u4e00\u5957\u80fd\u591f\u81ea\u5df1\u5b66\u4e60\u73a9Atari\u6e38\u620f\u7684AI\u7cfb\u7edf\u3002<\/p>\n

\u7814\u7a76\u4eba\u5458\u4e0d\u9700\u8981\u544a\u8bc9\u5b83\u6e38\u620f\u89c4\u5219\uff0c\u4e5f\u4e0d\u7528\u63d0\u524d\u6807\u6ce8\u753b\u9762\u91cc\u4ec0\u4e48\u662f\u7403\u3001\u4ec0\u4e48\u662f\u654c\u4eba\u3002AI\u53ea\u63a5\u6536\u4e24\u79cd\u4fe1\u606f\uff1a\u5c4f\u5e55\u50cf\u7d20\u548c\u6e38\u620f\u5f97\u5206\u3002<\/p>\n

\u521a\u5f00\u59cb\uff0c\u5b83\u53ea\u4f1a\u4e71\u6309\u6309\u952e\u3002<\/p>\n

\u4f46\u5728\u4e00\u8f6e\u53c8\u4e00\u8f6e\u5c1d\u8bd5\u4e4b\u540e\uff0c\u5b83\u9010\u6e10\u53d1\u73b0\u54ea\u4e9b\u64cd\u4f5c\u53ef\u4ee5\u83b7\u5f97\u66f4\u9ad8\u5206\uff0c\u6700\u540e\u5728\u591a\u6b3e\u6e38\u620f\u4e2d\u8fbe\u5230\u751a\u81f3\u8d85\u8fc7\u4eba\u7c7b\u73a9\u5bb6\u7684\u6c34\u5e73\u3002<\/p>\n

\u25b3DQN\u73a9\u300aBreakout\u300b\u5b98\u65b9\u6f14\u793a<\/p>\n

\u8fd9\u5c31\u662fDQN\uff0c\u5168\u79f0Deep Q-Network\u3002<\/p>\n

\u5b83\u628a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u548c\u5f3a\u5316\u5b66\u4e60\u7ed3\u5408\u8d77\u6765\uff1a\u524d\u8005\u8d1f\u8d23\u4ece\u590d\u6742\u753b\u9762\u4e2d\u63d0\u53d6\u4fe1\u606f\uff0c\u540e\u8005\u8d1f\u8d23\u901a\u8fc7\u8bd5\u9519\u5bfb\u627e\u66f4\u597d\u7684\u884c\u52a8\u7b56\u7565\u3002<\/p>\n

2015\u5e74\uff0c\u76f8\u5173\u8bba\u6587\u300aHuman-level control through deep reinforcement learning\u300b\u767b\u4e0a\u300aNature\u300b\u3002<\/p>\n

\u25b3\u300aNature\u300bDQN\u8bba\u6587<\/p>\n

\u8bba\u6587\u8fd8\u4e13\u95e8\u6ce8\u660e\uff0cVolodymyr Mnih\u3001Koray Kavukcuoglu\u548cDavid Silver\u4e09\u4eba\u8d21\u732e\u76f8\u540c\u3002Koray\u6392\u5728\u7b2c\u4e8c\u4f4d\uff0c\u540c\u65f6\u4e5f\u662f\u8bba\u6587\u8054\u7edc\u4f5c\u8005\u4e4b\u4e00\u3002<\/p>\n

DQN\u8fd9\u9879\u5960\u5b9a\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u8def\u7ebf\u7684\u5de5\u4f5c\uff0cKoray\u786e\u5b9e\u8eab\u5904\u6700\u6838\u5fc3\u7684\u6280\u672f\u73b0\u573a\u3002<\/p>\n

\u66f4\u6709\u610f\u601d\u7684\u662f\uff0cKoray\u8fd8\u5dee\u70b9\u5728Google\u6536\u8d2dDeepMind\u524d\uff0c\u88ab\u81ea\u5df1\u7684\u5bfc\u5e08\u6316\u8d70\u3002<\/p>\n

\u300a\u534e\u5c14\u8857\u65e5\u62a5\u300b\u62ab\u9732\uff0cLeCun\u52a0\u5165Facebook\u540e\uff0c\u66fe\u7ed9Koray\u6253\u7535\u8bdd\uff0c\u5f00\u51fa\u5927\u5e45\u52a0\u85aa\uff0c\u5e0c\u671b\u4ed6\u8df3\u69fd\u3002<\/p>\n

\u25b3\u300a\u534e\u5c14\u8857\u65e5\u62a5\u300b\u76f8\u5173\u62a5\u7eb8\u7248\u9762<\/p>\n

DeepMind\u8054\u5408\u521b\u59cb\u4ebaMustafa Suleyman\u540e\u6765\u56de\u5fc6\uff0c\u90a3\u4e00\u523b\u8ba9\u4ed6\u89c9\u5f97\uff0cDeepMind\u53ef\u80fd\u771f\u7684\u4f1a\u5931\u8d25\u3002<\/p>\n

\u4e3a\u4e86\u628aKoray\u7559\u4e0b\uff0c\u54c8\u8428\u6bd4\u65af\u63d0\u524d\u5411\u4ed6\u900f\u9732\uff0c\u516c\u53f8\u5373\u5c06\u51fa\u552e\u7ed9Google\u3002<\/p>\n

\u90a3\u4e9b\u4e00\u5ea6\u770b\u8d77\u6765\u53ef\u80fd\u6beb\u65e0\u4ef7\u503c\u7684DeepMind\u671f\u6743\uff0c\u5f88\u5feb\u5c06\u8fce\u6765\u8f6c\u673a\u3002<\/p>\n

\u4e3a\u4e86\u671f\u6743\uff0c\u554a\u4e0d\uff0c\u4e3a\u4e86AGI\u68a6\u60f3\uff0cKoray\u6700\u7ec8\u7559\u4e86\u4e0b\u6765\u3002<\/p>\n

\u5341\u591a\u5e74\u524d\uff0c\u4ed6\u5df2\u7ecf\u91cd\u8981\u5230\u8db3\u4ee5\u5f71\u54cdDeepMind\u7684\u7a33\u5b9a\u3002\u53ea\u662f\u90a3\u65f6\u8fd8\u6ca1\u6709\u591a\u5c11\u4eba\u60f3\u5230\uff0c\u6709\u4e00\u5929\uff0c\u54c8\u8428\u6bd4\u65af\u4f1a\u628a\u6574\u4e2aDeepMind\u7684\u65e5\u5e38\u7ba1\u7406\u4ea4\u7ed9\u4ed6\u3002<\/p>\n

DQN\u4e4b\u540e\uff0cKoray\u53c8\u53c2\u4e0e\u4e86DeepMind\u53e6\u4e00\u9879\u4ee3\u8868\u6027\u5de5\u4f5c\uff0cWaveNet\u3002<\/p>\n

2016\u5e74\u53d1\u5e03\u7684WaveNet\uff0c\u53ef\u4ee5\u76f4\u63a5\u5bf9\u539f\u59cb\u97f3\u9891\u6ce2\u5f62\u8fdb\u884c\u5efa\u6a21\uff0c\u4e00\u4e2a\u91c7\u6837\u70b9\u4e00\u4e2a\u91c7\u6837\u70b9\u5730\u751f\u6210\u58f0\u97f3\u3002<\/p>\n

\u76f8\u6bd4\u8fc7\u53bb\u4f9d\u9760\u62fc\u63a5\u8bed\u97f3\u7247\u6bb5\u6216\u8005\u4e2d\u95f4\u58f0\u5b66\u7279\u5f81\u5408\u6210\u8bed\u97f3\uff0cWaveNet\u751f\u6210\u7684\u58f0\u97f3\u66f4\u52a0\u81ea\u7136\uff0c\u8fde\u547c\u5438\u3001\u505c\u987f\u548c\u8bed\u8c03\u7b49\u7ec6\u8282\u90fd\u80fd\u6a21\u62df\u51fa\u6765\u3002<\/p>\n

\u25b3WaveNet\u9879\u76ee\u9875<\/p>\n

\u540e\u6765\uff0c\u8fd9\u9879\u6280\u672f\u8fdb\u5165\u4e86Google Assistant\u3001\u5730\u56fe\u5bfc\u822a\u3001\u8bed\u97f3\u641c\u7d22\u548cGoogle Cloud\u6587\u672c\u8f6c\u8bed\u97f3\u7b49\u4ea7\u54c1\u3002<\/p>\n

\u5f53\u7136\uff0cWaveNet\u4e0d\u662fKoray\u4e00\u4e2a\u4eba\u7684\u53d1\u660e\u3002<\/p>\n

\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u662fA\u00e4ron van den Oord\uff0cKoray\u662f\u8d44\u6df1\u4f5c\u8005\u548c\u56e2\u961f\u9886\u5bfc\u3002\u6bd4\u8d77\u63d0\u51fa\u67d0\u4e00\u4e2a\u5177\u4f53\u6a21\u578b\u7ed3\u6784\uff0c\u4ed6\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\u4f53\u73b0\u51fa\u6765\u7684\uff0c\u66f4\u50cf\u662f\u53e6\u4e00\u79cd\u80fd\u529b\uff1a\u628a\u7814\u7a76\u56e2\u961f\u7ec4\u7ec7\u8d77\u6765\uff0c\u518d\u8ba9\u6210\u679c\u8de8\u8fc7\u8bba\u6587\u4e0e\u4ea7\u54c1\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002<\/p>\n

\u6b64\u540e\uff0cKoray\u9010\u6e10\u4ece\u4e00\u7ebf\u7814\u7a76\u8d70\u5411\u7ba1\u7406\u5c97\u4f4d\u3002<\/p>\n

\u4ed6\u5148\u540e\u62c5\u4efbDeepMind\u7814\u7a76\u526f\u603b\u88c1\u3001CTO\uff0c\u8d1f\u8d23\u7684\u4e5f\u4e0d\u518d\u53ea\u662f\u67d0\u4e2a\u7b97\u6cd5\uff0c\u800c\u662f\u4e00\u4e2a\u8d8a\u6765\u8d8a\u5e9e\u5927\u7684\u7814\u7a76\u7ec4\u7ec7\u3002<\/p>\n

2022\u5e74\uff0c\u82f1\u56fd\u7687\u5bb6\u5de5\u7a0b\u9662\u5c06\u4ed6\u5438\u7eb3\u4e3a\u9662\u58eb\u3002<\/p>\n

\u7ed9\u51fa\u7684\u7406\u7531\u9664\u4e86\u6df1\u5ea6\u5b66\u4e60\u3001\u65e0\u76d1\u7763\u5b66\u4e60\u3001\u751f\u6210\u6a21\u578b\u548c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u8d21\u732e\uff0c\u8fd8\u4e13\u95e8\u63d0\u5230\uff0c\u4ed6\u517c\u5177\u6df1\u539a\u7684\u6280\u672f\u77e5\u8bc6\u3001\u7814\u7a76\u9886\u5bfc\u529b\uff0c\u4ee5\u53ca\u7ba1\u7406\u5927\u578b\u7814\u7a76\u7ec4\u7ec7\u7684\u80fd\u529b\u3002<\/p>\n

\u25b3\u82f1\u56fd\u7687\u5bb6\u5de5\u7a0b\u9662\u9662\u58eb\u9875\u9762<\/p>\n

\u8fd9\u79cd\u80fd\u529b\uff0c\u540e\u6765\u5728Gemini\u9879\u76ee\u4e2d\u6d3e\u4e0a\u4e86\u7528\u573a\u3002<\/p>\n

2022\u5e7411\u6708\u5e95\uff0cChatGPT\u53d1\u5e03\uff0cGoogle\u5f88\u5feb\u8fdb\u5165\u7d27\u6025\u72b6\u6001\u3002<\/p>\n

\u6b64\u524d\uff0cGoogle\u5185\u90e8\u540c\u65f6\u5b58\u5728\u4e24\u652f\u9876\u7ea7AI\u56e2\u961f\uff1a\u4f4d\u4e8e\u4f26\u6566\u7684DeepMind\uff0c\u4ee5\u53ca\u5728\u7845\u8c37\u6210\u957f\u8d77\u6765\u7684Google Brain\u3002\u4e24\u8fb9\u90fd\u6709\u660e\u661f\u7814\u7a76\u5458\uff0c\u4e5f\u90fd\u5f62\u6210\u4e86\u81ea\u5df1\u7684\u6280\u672f\u8def\u7ebf\u548c\u7ec4\u7ec7\u6587\u5316\u3002<\/p>\n

2023\u5e74\uff0cGoogle\u5c06\u4e24\u652f\u56e2\u961f\u5408\u5e76\u4e3aGoogle DeepMind\uff0c\u76ee\u6807\u4e4b\u4e00\u5c31\u662f\u96c6\u4e2d\u529b\u91cf\u5f00\u53d1Gemini\u3002<\/p>\n

\u4f46\u628a\u7ec4\u7ec7\u67b6\u6784\u753b\u5230\u4e00\u5f20\u56fe\u4e0a\u5bb9\u6613\uff0c\u771f\u8ba9\u4e24\u7fa4\u9876\u5c16\u7814\u7a76\u5458\u5171\u4eab\u7b97\u529b\u3001\u7edf\u4e00\u65b9\u5411\u3001\u6309\u65f6\u4ea4\u4ed8\u6a21\u578b\uff0c\u53ef\u5c31\u6ca1\u90a3\u4e48\u7b80\u5355\u4e86\u3002<\/p>\n

Gemini\u4e5f\u4e0d\u662f\u4e00\u4e2a\u666e\u901a\u7814\u7a76\u9879\u76ee\u3002<\/p>\n

\u5b83\u6a2a\u8de8\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u3001\u591a\u6a21\u6001\u3001\u5b89\u5168\u3001\u8bc4\u6d4b\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u4ea7\u54c1\u56e2\u961f\uff0c\u53c2\u4e0e\u8005\u6765\u81eaGoogle\u591a\u4e2a\u90e8\u95e8\u3002\u7814\u7a76\u5458\u8981\u6a21\u578b\u80fd\u529b\uff0c\u4ea7\u54c1\u90e8\u95e8\u8981\u7a33\u5b9a\u63a5\u53e3\uff0c\u7ba1\u7406\u5c42\u8fd8\u8981\u8003\u8651\u7b97\u529b\u3001\u6210\u672c\u548c\u53d1\u5e03\u65f6\u95f4\u3002<\/p>\n

\u8d1f\u8d23\u628a\u8fd9\u4e9b\u4eba\u62e7\u5230\u4e00\u8d77\u7684\uff0c\u6b63\u662fKoray\u3002<\/p>\n

\u636eThe Information\u6d88\u606f\uff0c\u4ed6\u7ba1\u7406\u7740\u7ea61000\u4eba\u7684Gemini\u9879\u76ee\uff0c\u9700\u8981\u534f\u8c03\u6765\u81ea\u539fDeepMind\u548cGoogle Brain\u7684\u4e0d\u540c\u56e2\u961f\u3002<\/p>\n

Google\u8054\u5408\u521b\u59cb\u4ebaSergey Brin\u9047\u5230AI\u82af\u7247\u5206\u914d\u3001\u7814\u7a76\u5458\u62db\u8058\u6216\u56e2\u961f\u8c03\u6574\u7b49\u95ee\u9898\u65f6\uff0c\u4e5f\u4f1a\u76f4\u63a5\u8054\u7cfbKoray\u3002<\/p>\n

\u4e00\u4f4d\u4e86\u89e3\u4ed6\u7684Google\u4eba\u58eb\uff0c\u5c06\u5176\u5f62\u5bb9\u4e3aAI\u6a21\u578b\u56e2\u961f\u4e2d\u300c\u4e0d\u53ef\u6216\u7f3a\u7684\u6551\u706b\u961f\u957f\u300d\u3002<\/p>\n

\uff08\u602a\u4e0d\u5f97\u8fd9\u56de\u53c8\u51fa\u6765\u6551\u706b\u4e86\u5462\uff0c\u539f\u6765\u65e9\u5c31\u662f\u300c\u4e13\u4e1a\u6551\u706b\u4e00\u767e\u5e74\u300d\u554a~\uff09<\/p>\n

\u8fd9\u5176\u5b9e\u662f\u4e2a\u5f88\u9ad8\u7684\u8bc4\u4ef7\uff0c\u56e0\u4e3aGoogle\u4ece\u6765\u4e0d\u7f3a\u4f1a\u505a\u7814\u7a76\u7684\u4eba\uff0c\u4e5f\u4e0d\u7f3a\u80fd\u5199\u4ee3\u7801\u7684\u4eba\u3002<\/p>\n

\u771f\u6b63\u7a00\u7f3a\u7684\u662f\u8fd9\u79cd\u9ad8\u7ea7\u6280\u672f\u64cd\u76d8\u624b\u2014\u2014\u65e2\u80fd\u542c\u5f97\u61c2\u9876\u7ea7\u7814\u7a76\u5458\u5728\u4e89\u4ec0\u4e48\uff0c\u53c8\u80fd\u51b3\u5b9a\u7b97\u529b\u600e\u4e48\u5206\u3001\u56e2\u961f\u600e\u4e48\u8c03\uff0c\u8fd8\u80fd\u8ba9\u6a21\u578b\u8d76\u4e0a\u4ea7\u54c1\u7684\u53d1\u5e03\u65f6\u95f4\u3002<\/p>\n

2025\u5e746\u6708\uff0cGoogle\u53c8\u4e13\u95e8\u4e3aKoray\u8bbe\u7f6e\u4e86\u4e00\u4e2a\u65b0\u804c\u4f4d\uff1a\u9996\u5e2dAI\u67b6\u6784\u5e08\u3002<\/p>\n

\u25b3Google\u4efb\u547dKoray\u8d1f\u8d23AI\u4ea7\u54c1\u5f00\u53d1<\/p>\n

\u61c2\u7684\u90fd\u61c2\uff0c\u80fd\u8ba9\u5927\u516c\u53f8\u300c\u56e0\u4eba\u8bbe\u5c97\u300d\u7684\uff0c\u90fd\u662f\u72e0\u89d2\u8272\u3002<\/p>\n

\u4e8e\u662f\uff0cKoray\u7ee7\u7eed\u62c5\u4efbGoogle DeepMind CTO\uff0c\u540c\u65f6\u76f4\u63a5\u5411Pichai\u6c47\u62a5\uff0c\u5e76\u4ece\u4f26\u6566\u642c\u5230\u52a0\u5dde\u3002<\/p>\n

Pichai\u7ed9\u4ed6\u7684\u4efb\u52a1\u5f88\u660e\u786e\uff1a\u52a0\u5febGemini\u8fdb\u5165Google\u5404\u6761\u4ea7\u54c1\u7ebf\u7684\u901f\u5ea6\uff0c\u8ba9\u6a21\u578b\u4e0e\u641c\u7d22\u3001\u529e\u516c\u3001Android\u3001Cloud\u7b49\u4e1a\u52a1\u66f4\u987a\u7545\u5730\u7ed3\u5408\uff0c\u540c\u65f6\u63d0\u9ad8\u8fed\u4ee3\u6548\u7387\u3002<\/p>\n

\u4ece\u8fd9\u65f6\u8d77\uff0cKoray\u7ba1\u7406\u7684\u5c31\u4e0d\u518d\u53ea\u662fGoogle DeepMind\u5185\u90e8\u7684\u6a21\u578b\u7814\u53d1\u3002<\/p>\n

\u4ed6\u5f00\u59cb\u8d1f\u8d23\u56de\u7b54Google\u6700\u73b0\u5b9e\u7684\u95ee\u9898\uff1a\u5b9e\u9a8c\u5ba4\u91cc\u7684\u80fd\u529b\uff0c\u600e\u4e48\u771f\u6b63\u53d8\u6210\u6570\u5341\u4ebf\u7528\u6237\u624b\u4e2d\u7684\u4ea7\u54c1\uff1f<\/p>\n

\u8fc7\u53bb\u4e00\u5e74\uff0c\u54c8\u8428\u6bd4\u65af\u5df2\u7ecf\u9010\u6e10\u628aGemini\u6a21\u578b\u548c\u6d88\u8d39\u4ea7\u54c1\u7684\u65e5\u5e38\u7ba1\u7406\u4ea4\u7ed9Koray\u3002<\/p>\n

\u73b0\u5728\u7684\u4eba\u4e8b\u8c03\u6574\uff0c\u5176\u5b9e\u65e9\u6709\u9884\u8c0b\u3002\u53ea\u4e0d\u8fc7\u662f\u628a\u8fd9\u5957\u5b9e\u9645\u8fd0\u884c\u5df2\u4e45\u7684\u5206\u5de5\uff0c\u6b63\u5f0f\u5199\u8fdb\u4e86Google\u7684\u7ec4\u7ec7\u67b6\u6784\u3002<\/p>\n

\u4ece\u8fd9\u6761\u8109\u7edc\u4e5f\u80fd\u770b\u51fa\uff0c\u4ed6\u548c\u54c8\u8428\u6bd4\u65af\u662f\u5b8c\u5168\u4e0d\u4e00\u6837\u7684\u4eba\u3002<\/p>\n

\u54c8\u8428\u6bd4\u65af\u662f\u5178\u578b\u7684\u660e\u661f\u9886\u8896\uff0c\u64c5\u957f\u5b9a\u4e49\u957f\u671f\u76ee\u6807\u3001\u805a\u62e2\u9876\u5c16\u4eba\u624d\uff0c\u5e76\u8ba9AlphaGo\u3001AlphaFold\u8fd9\u6837\u7684\u79d1\u5b66\u9879\u76ee\u83b7\u5f97\u5168\u4e16\u754c\u5173\u6ce8\u3002<\/p>\n

\u800cKoray\u5219\u663e\u5f97\u66f4\u52a1\u5b9e\u4f4e\u8c03\uff0c\u80fd\u529b\u504f\u5411\u53e6\u4e00\u9762\uff1a\u7406\u89e3\u6280\u672f\u3001\u8c03\u5ea6\u8d44\u6e90\u3001\u5904\u7406\u590d\u6742\u7ec4\u7ec7\uff0c\u518d\u628a\u6a21\u578b\u9001\u8fdb\u4ea7\u54c1\u3002<\/p>\n

AGI\u7684\u661f\u7a7a\u56fa\u7136\u8981\u4ef0\u671b\uff0c\u4f46\u8ba9Gemini\u6309\u65f6\u4ea4\u5377\u7684\u300c\u811a\u8e0f\u5b9e\u5730\u300d\uff0c\u4e5f\u662f\u5fc5\u4e0d\u53ef\u5c11\u3002<\/p>\n

\u751a\u81f3\u540e\u8005\u53ef\u80fd\u624d\u662f\u8c37\u6b4c\u73b0\u5728\u66f4\u9700\u8981\u7684\u3002<\/p>\n

Koray\u65b0\u5b98\u4e0a\u4efb\u540e\uff0c\u6050\u6015\u9762\u5bf9\u7684\u662f\u8c37\u6b4c\u6700\u8270\u96be\u7684\u5904\u5883\u3002<\/p>\n

\u6700\u76f4\u89c2\u7684\u95ee\u9898\uff0c\u662f\u8c37\u6b4c\u4eba\u624d\u6d41\u5931\u4e25\u91cd\u3002<\/p>\n

\u8c37\u6b4c\u4f20\u5947Jeff Dean\uff0c\u5ba3\u5e03\u79bb\u804c\u521b\u529eDiscovery Loop\u3002\u548c\u4ed6\u4e00\u8d77\u521b\u4e1a\u7684Sanjay Ghemawat\uff0c\u5219\u662fGoogle\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u5960\u57fa\u4eba\u7269\u4e4b\u4e00\u3002<\/p>\n

\u25b3Jeff Dean\u53d1X\u5ba3\u5e03\u79bb\u804c\u521b\u4e1a<\/p>\n

Oriol Vinyals\u957f\u671f\u53c2\u4e0eGemini\u3001Seq2Seq\u548cAlphaStar\u7b49\u9879\u76ee\uff1bQuoc Le\u5219\u662fGoogle Brain\u65e9\u671f\u6838\u5fc3\u7814\u7a76\u5458\u3002<\/p>\n

\u73b0\u5728\uff0c\u8fd9\u4e9b\u4eba\u90fd\u8d70\u4e86\u3002<\/p>\n

\u6b64\u524d\uff0cAlphaGo\u3001AlphaZero\u6838\u5fc3\u8d1f\u8d23\u4ebaDavid Silver\u5df2\u7ecf\u79bb\u5f00DeepMind\uff0c\u521b\u529eIneffable Intelligence\u3002<\/p>\n

Transformer\u8bba\u6587\u4f5c\u8005\u4e4b\u4e00Noam Shazeer\u8f6c\u6295OpenAI\u3002<\/p>\n

\u4e0e\u54c8\u8428\u6bd4\u65af\u5171\u540c\u83b7\u5f97\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u3001\u4e3b\u5bfcAlphaFold\u7814\u53d1\u7684John Jumper\u4e5f\u5df2\u7ecf\u79bb\u5f00\u3002<\/p>\n

\u8fd9\u4e9b\u4eba\u8986\u76d6\u4e86Google AI\u6700\u5173\u952e\u7684\u51e0\u5c42\u80fd\u529b\uff1a\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u3001\u6a21\u578b\u67b6\u6784\u3001\u5f3a\u5316\u5b66\u4e60\u3001Gemini\u548cAI for Science\u3002<\/p>\n

\u25b3Discovery Loop\u56db\u4f4d\u521b\u59cb\u4eba\u5408\u5f71<\/p>\n

\u4ed6\u4eec\u5e26\u8d70\u7684\u4e0d\u53ea\u662f\u51e0\u5f20\u5de5\u724c\uff0c\u8fd8\u6709\u591a\u5e74\u79ef\u7d2f\u7684\u7ec4\u7ec7\u77e5\u8bc6\u3001\u6280\u672f\u5224\u65ad\u548c\u4eba\u624d\u53f7\u53ec\u529b\u3002<\/p>\n

\u4eca\u5929\u7684\u9876\u7ea7AI\u7814\u7a76\u5458\uff0c\u65e9\u5c31\u62e5\u6709\u6bd4\u8fc7\u53bb\u66f4\u591a\u7684\u9009\u62e9\u3002\u6709\u4eba\u53ef\u4ee5\u52a0\u5165OpenAI\u6216Anthropic\uff0c\u62ff\u5230\u6781\u5177\u7ade\u4e89\u529b\u7684\u85aa\u916c\uff1b\u6709\u4eba\u5e72\u8106\u81ea\u5df1\u521b\u4e1a\uff0c\u51ed\u501f\u5c65\u5386\u5c31\u80fd\u83b7\u5f97\u5927\u7b14\u878d\u8d44\u548c\u66f4\u5927\u7684\u7814\u7a76\u81ea\u4e3b\u6743\u3002<\/p>\n

Koray\u9700\u8981\u8bc1\u660e\u7684\u7b2c\u4e00\u4ef6\u4e8b\uff0c\u5c31\u662f\u80fd\u5426\u8ba9\u7559\u4e0b\u6765\u7684\u4eba\u7ee7\u7eed\u76f8\u4fe1Google DeepMind\u3002<\/p>\n

\u53e6\u4e00\u9053\u96be\u9898\uff0c\u662f\u8d8a\u6765\u8d8a\u7d27\u7684\u4ea7\u54c1\u65f6\u95f4\u8868\u3002<\/p>\n

\u4eca\u5e745\u6708\uff0c\u8c37\u6b4c\u53d1\u5e03Gemini 3.5 Flash\u65f6\u66fe\u8868\u793a\uff0c3.5 Pro\u5df2\u7ecf\u5728\u5185\u90e8\u4f7f\u7528\uff0c\u9884\u8ba1\u6b21\u6708\u63a8\u51fa\u3002<\/p>\n

\u4f46\u5230\u4e868\u6708\uff0cGoogle DeepMind\u5b98\u7f51\u4e0a\u7684Gemini 3.5 Pro\u4ecd\u7136\u5199\u7740\u300cComing soon\u300d\u3002<\/p>\n

Gemini 3.5 Pro\uff0c\u4e00\u518d\u8df3\u7968\u3002<\/p>\n

\u5728OpenAI\u548cAnthropic\u7684\u300c\u51fb\u9f13\u4f20\u82b1\u300d\u6e38\u620f\u4e0b\uff0cGoogle\u9700\u8981\u7ee7\u7eed\u63a8\u8fdb\u66f4\u5f3a\u7684\u65d7\u8230\u6a21\u578b\uff0c\u9700\u8981\u8865\u8db3Agent\u548c\u7f16\u7a0b\u80fd\u529b\uff0c\u9700\u8981\u8ba9Gemini\u8fdb\u5165\u66f4\u591a\u4ea7\u54c1\uff0c\u8fd8\u8981\u5728\u901f\u5ea6\u3001\u6210\u672c\u4e0e\u5b89\u5168\u4e4b\u95f4\u5bfb\u627e\u5e73\u8861\u3002<\/p>\n

\u57fa\u7840\u7814\u7a76\u5141\u8bb8\u591a\u5e74\u8bd5\u9519\uff0c\u5927\u6a21\u578b\u7ade\u8d5b\u5374\u6309\u6708\u8ba1\u7b97\u8f93\u8d62\u3002<\/p>\n

\u66f4\u590d\u6742\u7684\u662f\uff0c\u54c8\u8428\u6bd4\u65af\u867d\u7136\u9010\u6e10\u300cBecoming Chair\u300d\u2026\u4f46\u4e5f\u6ca1\u6709\u771f\u6b63\u79bb\u573a\u3002<\/p>\n

\u4ed6\u4ecd\u7136\u62c5\u4efbGoogle DeepMind\u8463\u4e8b\u957f\u548cAlphabet\u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c\u7ee7\u7eed\u5f71\u54cdGoogle\u7684AGI\u65b9\u5411\u548c\u957f\u671f\u7814\u7a76\u3002<\/p>\n

\u672a\u6765Google AI\u5f88\u53ef\u80fd\u5f62\u6210\u4e00\u79cd\u53cc\u5c42\u7ed3\u6784\uff1a\u54c8\u8428\u6bd4\u65af\u8d1f\u8d23\u957f\u671f\u65b9\u5411\uff0cKoray\u8d1f\u8d23\u65e5\u5e38\u6267\u884c\u3002<\/p>\n

\u8fd9\u79cd\u5b89\u6392\u53ef\u4ee5\u540c\u65f6\u4fdd\u7559\u54c8\u8428\u6bd4\u65af\u7684\u79d1\u7814\u5224\u65ad\u548cKoray\u7684\u7ec4\u7ec7\u80fd\u529b\u3002\u4f46\u5982\u679c\u957f\u671f\u7814\u7a76\u4e0e\u77ed\u671f\u4ea7\u54c1\u76ee\u6807\u53d1\u751f\u51b2\u7a81\uff0c\u6700\u540e\u7531\u8c01\u62cd\u677f\uff0c\u4ecd\u7136\u9700\u8981\u89c2\u5bdf\u3002<\/p>\n

\u9006\u98ce\uff0c\u5927\u9006\u98ce\u3002<\/p>\n

\u4e0d\u8fc7\u987a\u98ce\u5c40\u91cc\uff0c\u5916\u754c\u66f4\u5bb9\u6613\u8bb0\u4f4f\u54c8\u8428\u6bd4\u65af\u8fd9\u6837\u7684\u660e\u661f\u9886\u8896\u3002<\/p>\n

\u4e71\u4e16\u51fa\u67ad\u96c4\uff0cKoray\u8981\u89e3\u7684\u9898\u96be\u662f\u771f\u7684\u96be\uff0c\u673a\u4f1a\u4e5f\u662f\u771f\u7684\u5927\u3002<\/p>\n

Meta\u9009\u62e9\u4e86\u4e9a\u5386\u5c71\u5927\u738b\uff0c\u5b57\u8282\u628a\u5434\u6c38\u8f89\u4f5c\u4e3a\u4e86Seed\u4e00\u53f7\u4f4d\uff0c\u817e\u8baf\u5219\u7a7a\u964d\u59da\u987a\u96e8\u540e\u4e00\u6b65\u6b65\u6276\u6b63\u4e86\u4ed6\u3002<\/p>\n

Koray\uff0c\u6210\u4e3a\u4e86\u8c37\u6b4c\u6700\u65b0\u7684\u5929\u547d\u4eba\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/x.com\/demishassabis\/st[2]https:\/\/blog.google\/authors\/koray-kavukcuoglu\/[3]https:\/\/www.nature.com\/articles\/nature14236[4]https:\/\/www.youtube.com\/watch?v=TmPfTpjtdgg[5]https:\/\/deepmind.google\/research\/wave[6]https:\/\/raeng.org.uk\/about-us\/fellowship\/new-fellows-2022\/koray-kavukcuoglu-freng\/[7]https:\/\/finance.yahoo.com\/news\/google-names-insider-kavukcuoglu-lead-183430831.html?guccounter=1[8]https:\/\/www.wsj.com\/public\/resources\/documents\/GqF7D5JzRw3xpQ4mBoPa-WSJNewsPaper-3-28-2026.pdf<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u6ca1\u60f3\u5230\u8fd8\u6709LeCun\u7684\u4e8b\u513f<\/p>\n

Jeff Dean\u79bb\u804c\u521b\u4e1a\u4e86\uff0c\u54c8\u8428\u6bd4\u65af\u4e5fstepping down\u4e86\u3002<\/p>\n

\u800cGemini 3.5 Pro\uff0c\u8fd8\u5728\u300ccoming soon\u300d\u3002<\/p>\n

\u4e00\u65f6\u4e4b\u95f4\uff0cGoogle AI\u4e0d\u662f\u5730\u9707\uff0c\u4e5f\u57fa\u672c\u662f\u6d77\u5578\u4e86\u3002<\/p>\n

\uff08\u76f4\u63a5\u4f53\u73b0\u5728\u80a1\u4ef7\u4e0a\uff0c\u66b4\u8dcc\u8d855%\uff0c\u5e02\u503c\u84b8\u53d1\u4e07\u4ebf\uff09<\/p>\n

\u63a5\u624b\u7684\u4eba\u662fKoray Kavukcuoglu\uff0c\u4e00\u4e2a\u4e0d\u592a\u719f\u6089\u7684\u540d\u5b57\u3002<\/p>\n

\u25b3\u54c8\u8428\u6bd4\u65af\u53d1X\u5ba3\u5e03\u5378\u4efb<\/p>\n

\u5728\u54c8\u8428\u6bd4\u65af\u5378\u4efbGoogl<\/p>\n","protected":false},"author":1,"featured_media":6571,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6575","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6575","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=6575"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6575\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/6571"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=6575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=6575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=6575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}