{"id":35185,"date":"2024-12-20T06:59:50","date_gmt":"2024-12-19T22:59:50","guid":{"rendered":"https:\/\/17aitech.com\/?p=35185"},"modified":"2024-12-20T06:59:50","modified_gmt":"2024-12-19T22:59:50","slug":"%e5%93%88%e8%90%a8%e6%af%94%e6%96%af%ef%bc%9a%e8%b0%b7%e6%ad%8c%e6%83%b3%e5%88%9b%e9%80%a0%e7%ac%ac%e4%ba%8c%e4%b8%aatransformer%ef%bc%8c%e8%bf%98%e6%83%b3%e6%8a%8aalphago%e5%92%8cgemini%e5%bc%ba","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35185","title":{"rendered":"\u54c8\u8428\u6bd4\u65af\uff1a\u8c37\u6b4c\u60f3\u521b\u9020\u7b2c\u4e8c\u4e2aTransformer\uff0c\u8fd8\u60f3\u628aAlphaGo\u548cGemini\u5f3a\u5f3a\u8054\u5408"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-20-5\" target=\"_blank\">\u54c8\u8428\u6bd4\u65af\uff1a\u8c37\u6b4c\u60f3\u521b\u9020\u7b2c\u4e8c\u4e2aTransformer\uff0c\u8fd8\u60f3\u628aAlphaGo\u548cGemini\u5f3a\u5f3a\u8054\u5408<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"42\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section>\n<p>\u300c\u5f53\u4e00\u5bb6<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u516c\u53f8\u7684\u9996\u5e2d\u6267\u884c\u5b98\u66f4\u50cf\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u800c\u4e0d\u662f\u63a8\u9500\u5458\u65f6\uff0c\u6211\u611f\u89c9\u66f4\u8212\u670d\u300d\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5d48da9d66feca5bbd82d5304b9d9040.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5d48da9d66feca5bbd82d5304b9d9040.jpeg\"><\/a><\/section>\n<p>\u5bf9\u4e8e <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u6765\u8bf4\uff0c2023 \u662f\u5145\u6ee1\u53d8\u5316\u7684\u4e00\u5e74\u3002\u8fd9\u5e74\u7684 4 \u6708\u4efd\uff0c\u8c37\u6b4c\u5ba3\u5e03\u5c06 Google Brain \u548c <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u8fdb\u884c\u5408\u5e76\uff0c\u6210\u7acb\u540d\u4e3a Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u7684\u65b0\u90e8\u95e8\u3002\u65b0\u90e8\u95e8\u5c06\u5728\u4fdd\u6301\u9053\u5fb7\u6807\u51c6\u7684\u540c\u65f6\uff0c\u5f15\u9886\u7a81\u7834\u6027\u7684 AI \u4ea7\u54c1\u7814\u7a76\u548c\u8fdb\u6b65\u3002<\/p>\n<p>Google Brain \u548c <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark>\u2014\u2014\u4e00\u4e2a\u521b\u9020\u4e86 Transformer\uff0c\u4e00\u4e2a\u521b\u9020\u4e86 AlphaGo\u3001<mark data-type=\"tech_methods\" data-id=\"c91750dd-3ddd-49bf-8f95-7ab4bc48a526\">AlphaFold<\/mark>\u2026\u2026 \u4e24\u4e2a\u90e8\u95e8\u5f3a\u5f3a\u8054\u5408\uff0c\u5728 2023 \u5e74\u5e95\u6253\u9020\u51fa\u4e86\u5bf9\u6807 ChatGPT \u7684 Gemini\u3002\u5982\u4eca\uff0c\u5728\u5927\u6a21\u578b\u6392\u884c\u699c LMSYS Chatbot Arena \u4e0a\uff0cGemini \u7ecf\u5e38\u540d\u5217\u524d\u4e09\u3002\u53ef\u89c1\uff0c\u4e8c\u8005\u7684\u5408\u5e76\u662f\u6709\u4e00\u5b9a\u6210\u6548\u7684\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-70d51fc070f91237c93c7d685dd8e7da.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-70d51fc070f91237c93c7d685dd8e7da.png\"><\/a><\/section>\n<p>\u90a3\u4e48\uff0cGoogle <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u4eca\u540e\u7684\u8def\u8981\u600e\u4e48\u8d70\uff1f\u5728\u4e0e\u4f26\u6566\u5927\u5b66\u5b66\u9662\u9ad8\u7ea7\u7a7a\u95f4\u5206\u6790\u4e2d\u5fc3\u57ce\u5e02\u6570\u5b66\u526f\u6559\u6388 Hannah Fry\uff08\u6c49\u5a1c\u30fb\u5f17\u83b1\uff09\u6700\u8fd1\u7684\u4e00\u6b21\u5bf9\u8c08\u4e2d\uff0cGoogle <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u9996\u5e2d\u6267\u884c\u5b98\u517c\u8054\u5408\u521b\u59cb\u4eba Demis Hassabis\uff08\u6234\u5bc6\u65af\u30fb\u54c8\u8428\u6bd4\u65af\uff09\u900f\u9732\u4e86\u516c\u53f8\u7684\u4e00\u4e9b<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\uff0c\u540c\u65f6\u4e5f\u5c31\u5f53\u524d AI \u9886\u57df\u7684\u4e00\u4e9b\u95ee\u9898\u53d1\u8868\u4e86\u81ea\u5df1\u7684\u770b\u6cd5\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/3kXKmXE5txhM5Wq4jHratw\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-70255abcccc73999e568bf6b0a8ab4c9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-70255abcccc73999e568bf6b0a8ab4c9.png\"><\/a><\/a><\/p>\n<p>\u54c8\u8428\u6bd4\u65af\u7684\u6838\u5fc3\u89c2\u70b9\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\n<p>\u4ece\u77ed\u671f\u6765\u770b\uff0cAI \u88ab\u8fc7\u5ea6\u7092\u4f5c\u4e86\uff0c\u4f46\u4ece\u957f\u671f\u6765\u770b\uff0c\u5b83\u662f\u88ab\u4f4e\u4f30\u7684\u3002\u81f3\u4e8e\u5982\u4f55\u5206\u8fa8 AI \u9886\u57df\u54ea\u4e9b\u662f\u7092\u4f5c\uff0c\u54ea\u4e9b\u662f\u53ef\u4ee5\u5b9e\u73b0\u7684\uff0c\u54c8\u8428\u6bd4\u65af\u8868\u793a\uff0c\u9664\u4e86\u505a\u8c03\u7814\uff0c\u4f60\u8fd8\u5f97\u770b\u770b\u53d1\u8868\u8a00\u8bba\u7684\u4eba\u662f\u4ec0\u4e48\u80cc\u666f\uff0c\u6709\u591a\u61c2\u6280\u672f\uff0c\u662f\u4e0d\u662f\u53bb\u5e74\u624d\u4ece\u522b\u7684\u65b9\u5411\u8f6c\u5230 AI \u7684\u3002\u5982\u679c\u53d1\u8868\u8a00\u8bba\u7684\u4eba\u53ea\u662f\u8ddf\u98ce\uff0c\u90a3 ta \u8d21\u732e\u597d\u70b9\u5b50\u7684\u6982\u7387\u5c31\u4f1a\u50cf\u5f69\u7968\u5f00\u5956\u4e00\u6837\u3002<\/p>\n<\/li>\n<li>\n<p><mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u548c Google Brain \u7684\u5408\u5e76\u5e26\u6765\u4e86\u5f88\u591a\u521b\u65b0\u673a\u4f1a\uff0c\u4ed6\u4eec\u7684\u76ee\u6807\u662f\u53d1\u660e\u4e0b\u4e00\u4e2a\u80fd\u591f\u63a8\u52a8 AI \u524d\u6cbf\u7684\u67b6\u6784\uff0c\u5c31\u50cf Google Brain \u53d1\u660e\u4e86 Transformer \u67b6\u6784\u4e00\u6837\u3002<\/p>\n<\/li>\n<li>\n<p>\u73b0\u6709\u7684\u5b66\u672f<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\u5df2\u7ecf\u8d8b\u4e8e\u9971\u548c\uff0c\u65e0\u6cd5\u533a\u5206\u9876\u5c16\u6a21\u578b\u4e4b\u95f4\u7684\u7ec6\u5fae\u5dee\u5f02\u3002\u54c8\u8428\u6bd4\u65af\u8ba4\u4e3a\uff0cAI \u9886\u57df\u9700\u8981\u66f4\u597d\u7684<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\uff0c\u7279\u522b\u662f\u5728\u591a\u6a21\u6001\u7406\u89e3\u3001\u957f\u671f\u8bb0\u5fc6\u548c\u63a8\u7406\u80fd\u529b\u7b49\u65b9\u9762\u3002<\/p>\n<\/li>\n<li>\n<p>\u73b0\u5728\u5f88\u591a\u6a21\u578b\u90fd\u662f\u4ece\u4e94\u3001\u516d\u5e74\u524d\u53d1\u660e\u7684\u6280\u672f\u4e2d\u4ea7\u751f\u7684\u3002\u6240\u4ee5\uff0c\u8fd9\u4e9b\u6a21\u578b\u4ecd\u7136\u7f3a\u5c11\u5f88\u591a\u4e1c\u897f\uff0c\u4f1a\u4ea7\u751f\u5e7b\u89c9\u3001\u4e0d\u64c5\u957f\u957f\u671f<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\uff0c\u65e0\u6cd5\u4e3b\u52a8\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002\u9488\u5bf9\u8fd9\u4e9b\u95ee\u9898\uff0c\u8c37\u6b4c\u6253\u7b97\u901a\u8fc7\u7ed3\u5408\u5176\u5728\u6e38\u620f\u667a\u80fd\u4f53\u548c\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u65b9\u9762\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6bd4\u5982\u5c06 AlphaGo \u5728<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u548c\u51b3\u7b56\u4e0a\u7684\u4f18\u52bf\u4e0e Gemini \u7b49\u591a\u6a21\u6001\u6a21\u578b\u7ed3\u5408\uff0c\u5f00\u53d1\u5177\u5907\u66f4\u5f3a\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u7cfb\u7edf\u3002<\/p>\n<\/li>\n<li>\n<p>\u5728\u8c08\u5230\u5f00\u6e90\u65f6\uff0c\u54c8\u8428\u6bd4\u65af\u8868\u793a\u4ed6\u4eec\u5df2\u7ecf\u5f00\u6e90\u4e86\u5f88\u591a\u6280\u672f\uff0c\u5982 Transformer\u3001<mark data-type=\"tech_methods\" data-id=\"c91750dd-3ddd-49bf-8f95-7ab4bc48a526\">AlphaFold<\/mark>\u3002\u4f46\u4ed6\u8ba4\u4e3a\u524d\u6cbf\u6a21\u578b\u9700\u8981\u7ecf\u8fc7\u66f4\u591a\u7684\u5ba1\u6838\uff0c\u5728\u53d1\u5e03\u4e00\u5230\u4e24\u5e74\u540e\u624d\u80fd\u5f00\u6e90\uff0c\u8fd9\u79cd\u6a21\u5f0f\u4e5f\u662f\u8c37\u6b4c\u6b63\u5728\u9075\u5faa\u7684\u3002\u8c37\u6b4c\u4f1a\u5f00\u6e90\u6a21\u578b\uff0c\u4f46\u8fd9\u4e9b\u6a21\u578b\u4f1a\u6bd4\u6700\u5148\u8fdb\u7684\u6a21\u578b\u843d\u540e\u5927\u7ea6\u4e00\u5e74\u3002\u54c8\u8428\u6bd4\u65af\u8fdb\u4e00\u6b65\u8c08\u5230\uff0c\u5f00\u6e90\u7684\u4e3b\u8981\u95ee\u9898\u5728\u4e8e\u5b83\u5c31\u50cf\u662f\u8d70\u8fc7\u4e00\u6247\u5355\u5411\u95e8\uff0c\u4e00\u65e6\u53d1\u5e03\uff0c\u5c31\u65e0\u6cd5\u64a4\u56de\u3002\u56e0\u6b64\u5728\u5f00\u6e90\u4e4b\u524d\u9700\u8981\u975e\u5e38\u8c28\u614e\u3002<\/p>\n<\/li>\n<li>\n<p>AI \u53ef\u80fd\u4f1a\u5728\u4e00\u4e9b\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\u4e0a\u53d6\u5f97\u7a81\u7834\uff0c\u4f8b\u5982\u5e2e\u52a9\u89e3\u51b3\u8457\u540d\u7684\u6570\u5b66\u731c\u60f3\u6216\u5728\u56fd\u9645\u6570\u5b66\u7ade\u8d5b\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684 AI \u7cfb\u7edf\u8fd8\u65e0\u6cd5\u81ea\u884c\u63d0\u51fa\u65b0\u7684\u6570\u5b66\u5047\u8bbe\u6216\u539f\u521b\u6027\u7406\u8bba\u3002\u54c8\u8428\u6bd4\u65af\u8ba4\u4e3a\uff0cAGI \u7684\u4e00\u4e2a\u91cd\u8981\u6d4b\u8bd5\u6807\u51c6\u5c06\u662f\u5176\u662f\u5426\u80fd\u591f\u81ea\u4e3b\u751f\u6210\u50cf\u5e7f\u4e49\u76f8\u5bf9\u8bba\u90a3\u6837\u7684\u5168\u65b0\u5047\u8bbe\u548c\u7406\u8bba\u3002<\/p>\n<\/li>\n<li>\n<p>\u5173\u4e8e\u5982\u4f55\u786e\u4fdd AGI \u80fd\u591f\u4f7f\u6bcf\u4e2a\u4eba\u90fd\u53d7\u76ca\uff0c\u54c8\u8428\u6bd4\u65af\u8ba4\u4e3a\u4e0d\u53ef\u80fd\u5c06\u6240\u6709\u504f\u597d\u90fd\u5305\u542b\u5728\u4e00\u4e2a\u7cfb\u7edf\u4e2d\uff0c\u4f46\u662f\u53ef\u4ee5\u6784\u5efa\u4e00\u5957\u5b89\u5168\u7684\u67b6\u6784\uff0c\u7136\u540e\u4eba\u4eec\u6839\u636e\u81ea\u5df1\u7684\u504f\u597d\u3001\u4f7f\u7528\u76ee\u7684\u3001\u90e8\u7f72\u76ee\u7684\uff0c\u51b3\u5b9a AI \u7cfb\u7edf\u53ef\u4ee5\u7528\u6765\u505a\u4ec0\u4e48\uff0c\u4e0d\u80fd\u7528\u6765\u505a\u4ec0\u4e48\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5728\u770b\u4e86\u8fd9\u4e2a\u91c7\u8bbf\u540e\uff0c\u6709\u4eba\u8bc4\u4ef7\u8bf4\uff0c\u8fd9\u4e2a\u91c7\u8bbf\u8ba9\u4ed6\u611f\u89c9\u5f88\u8212\u670d\uff0c\u56e0\u4e3a\u54c8\u8428\u6bd4\u65af\u542c\u8d77\u6765\u66f4\u50cf\u662f\u4e00\u4e2a\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\uff0c\u800c\u4e0d\u662f\u63a8\u9500\u5458\u3002\u8fd8\u6709\u4eba\u8bf4\uff0c\u6536\u8d2d <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u5e76\u8ba9\u4ed6\u4eec\u81ea\u7531\u53d1\u5c55\u662f\u8c37\u6b4c\u505a\u51fa\u7684\u6700\u597d\u7684<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u51b3\u7b56\uff0c\u5e0c\u671b\u8c37\u6b4c\u80fd\u8ba9\u4ed6\u4eec\u7ee7\u7eed\u81ea\u5df1\u7684\u5de5\u4f5c\uff0c\u5c3d\u53ef\u80fd\u4e0d\u8981\u6253\u6270\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-24ae469968ed3abab784fd3b0e7a1143.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-24ae469968ed3abab784fd3b0e7a1143.png\"><\/a><\/section>\n<p>\u4ee5\u4e0b\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u6574\u7406\u7684\u91c7\u8bbf\u5185\u5bb9\u3002<\/p>\n<p><strong>AI \u7684\u53d1\u5c55\u51fa\u4e4e\u610f\u6599<\/strong><\/p>\n<p><em>\u5f17\u83b1\uff1a\u56de\u60f3\u8d77\u6765\uff0c\u5f53\u6211\u4eec\u5728 2017 \u5e74\u5f00\u59cb\u7b56\u5212\u8fd9\u4e2a\u64ad\u5ba2\u65f6\uff0c<mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u8fd8\u662f\u4e00\u4e2a\u76f8\u5bf9\u8f83\u5c0f\u3001\u4e13\u6ce8\u7684 AI \u7814\u7a76\u5b9e\u9a8c\u5ba4\uff0c\u5b83\u521a\u88ab Google \u6536\u8d2d\uff0c\u5e76\u88ab\u8d4b\u4e88\u4e86\u5728\u4f26\u6566\u5b89\u5168\u8ddd\u79bb\u5185\u8fdb\u884c\u81ea\u5df1\u72ec\u7279\u7814\u7a76\u9879\u76ee\u7684\u81ea\u7531\u3002\u4f46\u81ea\u90a3\u4ee5\u540e\uff0c\u60c5\u51b5\u53d1\u751f\u4e86\u5de8\u5927\u53d8\u5316\u3002\u81ea\u53bb\u5e74\u4ee5\u6765\uff0cGoogle \u5df2\u7ecf\u91cd\u65b0\u68b3\u7406\u4e86\u5176\u6574\u4e2a\u67b6\u6784\uff0c\u5c06 AI \u548c <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u56e2\u961f\u7f6e\u4e8e\u5176\u6218\u7565\u6838\u5fc3\u3002<\/em><\/p>\n<p><em>Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u7ee7\u7eed\u8ffd\u6c42\u8d4b\u4e88 AI \u4eba\u7c7b\u7ea7\u522b\u7684\u667a\u80fd\uff0c\u5373\u6240\u8c13\u7684\u901a\u7528<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\uff08AGI\uff09\u3002\u5b83\u63a8\u51fa\u4e86\u4e00\u7cfb\u5217\u5f3a\u5927\u7684\u65b0 AI \u6a21\u578b\uff0c\u79f0\u4e3a Gemini\uff0c\u4ee5\u53ca\u4e00\u4e2a\u540d\u4e3a Project Astra \u7684 AI \u667a\u80fd\u4f53\uff0c\u80fd\u591f\u5904\u7406\u97f3\u9891\u3001\u89c6\u9891\u3001\u56fe\u50cf\u548c\u4ee3\u7801\u3002\u8be5\u5b9e\u9a8c\u5ba4\u8fd8\u5728\u5c06 AI \u5e94\u7528\u4e8e\u5305\u62ec\u4eba\u7c7b\u4f53\u5185\u6240\u6709\u5206\u5b50\u7ed3\u6784\u9884\u6d4b\u5728\u5185\u7684\u591a\u4e2a\u79d1\u5b66\u9886\u57df\u4e2d\u53d6\u5f97\u4e86\u5de8\u5927\u98de\u8dc3\uff0c\u4e0d\u4ec5\u4ec5\u662f\u86cb\u767d\u8d28\u30022021 \u5e74\uff0c\u4ed6\u4eec\u8fd8\u5206\u62c6\u51fa\u4e00\u5bb6\u65b0\u516c\u53f8 Isomorphic Labs\uff0c\u81f4\u529b\u4e8e\u53d1\u73b0\u6cbb\u7597\u75be\u75c5\u7684\u65b0\u836f\u3002Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u8fd8\u5728\u7814\u7a76\u80fd\u591f\u901a\u8fc7<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u81ea\u884c\u5b66\u4e60\u6267\u884c\u4efb\u52a1\u7684\u5f3a\u5927 AI \u667a\u80fd\u4f53\uff0c\u5e76\u7ee7\u7eed\u7740 Alpha Go \u5728<mark data-type=\"tech_tasks\" data-id=\"ec74baa1-4b8e-4bd3-911e-07859fec3d71\">\u56f4\u68cb<\/mark>\u6e38\u620f\u4e2d\u6218\u80dc\u4eba\u7c7b\u7684\u4f20\u5947\u3002<\/em><\/p>\n<p><em>\u6211\u4eec\u4eca\u5929\u8bf7\u6765\u4e86 <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u8054\u5408\u521b\u59cb\u4eba\u3001CEO Demis Hassabis\u3002<\/em><\/p>\n<p><em>\u6211\u60f3\u77e5\u9053\uff0c\u81ea\u4ece\u516c\u4f17\u5bf9 AI \u7684\u5174\u8da3\u6fc0\u589e\u4ee5\u6765\uff0c\u4f60\u7684\u5de5\u4f5c\u662f\u53d8\u5f97\u66f4\u5bb9\u6613\u8fd8\u662f\u66f4\u56f0\u96be\u4e86\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u6211\u8ba4\u4e3a\u8fd9\u662f\u53cc\u5203\u5251\u3002\u56f0\u96be\u4e4b\u5904\u5728\u4e8e\uff0c\u73b0\u5728\u6709\u592a\u591a\u7684\u5ba1\u67e5\u3001\u5173\u6ce8\uff0c\u6574\u4e2a\u9886\u57df\u6709\u5f88\u591a<mark data-type=\"concepts\" data-id=\"9a1ffe46-a0e7-4fc1-a5c7-f4d485fe42e1\">\u566a\u97f3<\/mark>\u3002\u6211\u66f4\u559c\u6b22\u4eba\u5c11\u4e00\u4e9b\u7684\u65f6\u5019\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u4e13\u6ce8\u4e8e\u79d1\u5b66\u3002\u4f46\u4ece\u597d\u7684\u65b9\u9762\u6765\u770b\uff0c\u8fd9\u8868\u660e\u6280\u672f\u5df2\u7ecf\u51c6\u5907\u597d\u4ee5\u8bb8\u591a\u4e0d\u540c\u7684\u65b9\u5f0f\u5f71\u54cd\u73b0\u5b9e\u4e16\u754c\uff0c\u5e76\u4ee5\u79ef\u6781\u7684\u65b9\u5f0f\u5f71\u54cd\u4eba\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u5f88\u4ee4\u4eba\u5174\u594b\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u4f60\u6709\u6ca1\u6709\u5bf9\u516c\u4f17\u7684\u60f3\u8c61\u529b\u88ab\u8fc5\u901f\u5438\u5f15\u611f\u5230\u60ca\u8bb6\uff1f\u6211\u60f3\u4f60\u9884\u6599\u5230\u6700\u7ec8\u4f1a\u662f\u8fd9\u4e2a\u6837\u5b50\uff0c\u662f\u5417\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u786e\u5b9e\u5982\u6b64\u3002\u6211\u4eec\u8fd9\u4e9b\u4eba\u5df2\u7ecf\u7814\u7a76\u8fd9\u4e2a\u9886\u57df\u51e0\u5341\u5e74\u4e86\uff0c\u6700\u7ec8\u5728\u67d0\u4e2a\u65f6\u95f4\u70b9\uff0c\u516c\u4f17\u4f1a\u610f\u8bc6 AI \u5c06\u4f1a\u53d8\u5f97\u591a\u4e48\u91cd\u8981\u3002\u4f46\u770b\u5230\u8fd9\u4e00\u5207\u771f\u6b63\u5b9e\u73b0\uff0c\u5e76\u4e14\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u53d1\u751f\uff0c\u611f\u89c9\u8fd8\u662f\u6709\u70b9\u8d85\u73b0\u5b9e\u3002\u6211\u60f3\uff0c\u8fd9\u786e\u5b9e\u662f\u56e0\u4e3a<mark data-type=\"tech_tasks\" data-id=\"b0ce5f76-6a3f-4248-8447-6215a4e416e2\">\u804a\u5929\u673a\u5668\u4eba<\/mark>\u7684\u51fa\u73b0\u548c<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u53d1\u5c55\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u4eba\u90fd\u4f7f\u7528\u8bed\u8a00\uff0c\u6bcf\u4e2a\u4eba\u90fd\u80fd\u7406\u89e3\u8bed\u8a00\uff0c\u6240\u4ee5\u8fd9\u662f\u516c\u4f17\u7406\u89e3\u548c\u8861\u91cf AI \u53d1\u5c55\u6c34\u5e73\u7684\u7b80\u5355\u65b9\u5f0f\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u542c\u8bf4\u4f60\u5f62\u5bb9\u8fd9\u4e9b<mark data-type=\"tech_tasks\" 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\u5c06\u8bed\u8a00\u7f6e\u4e8e\u771f\u5b9e\u4e16\u754c\u4f53\u9a8c\u4e2d\uff0c\u53ef\u80fd\u5728\u6a21\u62df\u6216\u673a\u5668\u4eba\u5177\u8eab\u667a\u80fd\u4e2d\u3002\u5f53\u7136\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u8fd8\u6ca1\u6709\u8fbe\u5230\u90a3\u4e2a\u6c34\u5e73\uff0c\u5b83\u4eec\u72af\u4e86\u5f88\u591a\u9519\u8bef\uff0c\u5b83\u4eec\u8fd8\u6ca1\u6709\u4e00\u4e2a\u771f\u6b63\u7684\u4e16\u754c\u6a21\u578b\u3002\u4f46\u662f<strong>\u4ec5\u4ec5\u901a\u8fc7\u4ece\u8bed\u8a00\u4e2d\u5b66\u4e60\uff0c\u4ed6\u4eec\u5df2\u7ecf\u8d70\u5f97\u6bd4\u9884\u671f\u4e2d\u8fdc\u4e86<\/strong>\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u89c9\u5f97\u6211\u4eec\u9700\u8981\u89e3\u91ca\u4e00\u4e0b grounding \u8fd9\u4e2a\u6982\u5ff5\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1aGrounding \u95ee\u9898\u662f 80 \u5e74\u4ee3\u548c 90 \u5e74\u4ee3\u5728\u50cf\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u8fd9\u6837\u7684\u5730\u65b9\u6784\u5efa\u7684\u7ecf\u5178 AI \u7cfb\u7edf\u4e2d\u9047\u5230\u7684\u4e00\u4e2a\u95ee\u9898\u3002\u4f60\u53ef\u4ee5\u628a\u8fd9\u4e9b\u7cfb\u7edf\u60f3\u8c61\u6210\u5de8\u5927\u7684<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark><mark data-type=\"concepts\" data-id=\"700f9c0f-1e8b-4fde-8bae-6de39c13f022\">\u6570\u636e\u5e93<\/mark>\uff0c\u5355\u8bcd\u4e4b\u95f4\u4e92\u6709\u8054\u7cfb\u3002\u95ee\u9898\u5728\u4e8e\uff0c\u4f60\u53ef\u4ee5\u8bf4\u300c\u72d7\u6709\u817f\u300d\uff0c\u8fd9\u4f1a\u5728<mark data-type=\"concepts\" data-id=\"700f9c0f-1e8b-4fde-8bae-6de39c13f022\">\u6570\u636e\u5e93<\/mark>\u4e2d\uff0c\u4f46\u5f53\u4f60\u7ed9\u7cfb\u7edf\u770b\u4e00\u5f20\u72d7\u7684\u56fe\u7247\u65f6\uff0c\u5b83\u5e76\u4e0d\u77e5\u9053\u90a3\u4e00\u5806\u50cf\u7d20\u70b9\u4e0e\u90a3\u4e2a\u7b26\u53f7\u6709\u4ec0\u4e48\u5173\u7cfb\u3002\u8fd9\u5c31\u662f grounding \u95ee\u9898 \u2014\u2014 \u4f60\u6709\u8fd9\u79cd\u7b26\u53f7\u6027\u7684\u3001\u62bd\u8c61\u7684\u8868\u793a\uff0c\u4f46\u5b83\u4eec\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\uff0c\u7279\u522b\u662f\u5728\u6df7\u4e71\u7684\u73b0\u5b9e\u4e16\u754c\u4e2d\u771f\u6b63\u610f\u5473\u7740\u4ec0\u4e48\u5462\uff1f\u4ed6\u4eec\u8bd5\u56fe\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u4ece\u672a\u5b8c\u5168\u6210\u529f\u3002<\/p>\n<p>\u800c\u4eca\u5929\u7684\u7cfb\u7edf\uff0c\u5b83\u4eec\u76f4\u63a5\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u6240\u4ee5\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bf4\uff0c\u5b83\u4eec\u4ece\u4e00\u5f00\u59cb\u5c31\u5728\u5f62\u6210\u90a3\u79cd\u8054\u7cfb\uff0c\u4f46\u6709\u8da3\u7684\u662f\uff0c\u5982\u679c\u5b83\u53ea\u662f\u4ece\u8bed\u8a00\u4e2d\u5b66\u4e60\uff0c\u7406\u8bba\u4e0a\u5e94\u8be5\u7f3a\u5c11\u5f88\u591a\u4f60\u9700\u8981\u7684 grounding\uff0c\u4f46\u7ed3\u679c\u5374\u662f\uff0c\u5f88\u591a grounding \u4fe1\u606f\u4e0d\u77e5\u600e\u4e48\u5730\u662f\u53ef\u4ee5\u63a8\u65ad\u51fa\u6765\u7684\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u7406\u8bba\u4e0a\u8bb2\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u6700\u521d\u7684\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u5e76\u4e0d\u5b58\u5728\u4e8e\u73b0\u5b9e\u4e16\u754c\u4e2d\uff0c\u5b83\u4eec\u6ca1\u6709\u8fde\u63a5\u5230\u6a21\u62df\u5668\uff0c\u6ca1\u6709\u8fde\u63a5\u5230\u673a\u5668\u4eba\uff0c\u751a\u81f3\u6700\u521d\u4e5f\u4e0d\u662f\u591a\u6a21\u6001\u7684 \u2014\u2014 \u5b83\u4eec\u6ca1\u6709\u63a5\u89e6\u5230\u89c6\u89c9\u6216\u5176\u4ed6\u4efb\u4f55\u4e1c\u897f\uff0c\u5b83\u4eec\u4ec5\u4ec5\u5b58\u5728\u4e8e\u8bed\u8a00\u7a7a\u95f4\u4e2d\u3002\u6240\u4ee5\uff0c\u5b83\u4eec\u662f\u5728\u62bd\u8c61\u9886\u57df\u4e2d\u5b66\u4e60\u7684\u3002\u56e0\u6b64\uff0c\u5b83\u4eec\u80fd\u591f\u4ece\u90a3\u4e2a\u9886\u57df\u63a8\u65ad\u51fa\u5173\u4e8e\u73b0\u5b9e\u4e16\u754c\u7684\u4e00\u4e9b\u4e8b\u60c5\u662f\u5f88\u4ee4\u4eba\u60ca\u8bb6\u7684\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u5982\u679c\u8bf4 grounding \u662f\u901a\u8fc7\u4eba\u4eec\u4e0e\u8fd9\u4e2a\u7cfb\u7edf\u7684\u4e92\u52a8\u800c\u83b7\u5f97\u7684\uff0c\u8fd9\u5f88\u6709\u9053\u7406\u2026\u2026<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u786e\u5b9e\u3002\u6240\u4ee5\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u5982\u679c\u5b83\u4eec\u5728\u56de\u7b54\u67d0\u4e9b\u95ee\u9898\u65f6\u51fa\u4e86\u9519\uff0c\u6bd4\u5982\u65e9\u671f\u7248\u672c\u7531\u4e8e grounding \u7f3a\u5931\uff0c\u5728\u5904\u7406\u73b0\u5b9e\u4e16\u754c\u4e2d\u72d7\u7684\u53eb\u58f0\u8fd9\u6837\u7684\u95ee\u9898\u65f6\u56de\u7b54\u9519\u8bef\u3002\u4eba\u4eec\u4f1a\u901a\u8fc7\u53cd\u9988\u6765\u7ea0\u6b63\u5b83\u4eec\u3002\u8fd9\u79cd\u53cd\u9988\u90e8\u5206\u6e90\u81ea\u6211\u4eec\u81ea\u5df1\u7684\u73b0\u5b9e\u77e5\u8bc6\u3002\u56e0\u6b64\uff0c\u4e00\u4e9b grounding \u5c31\u662f\u8fd9\u6837\u9010\u6e10\u6e17\u900f\u8fdb\u6765\u7684\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u8bb0\u5f97\u6211\u770b\u5230\u8fc7\u4e00\u4e2a\u975e\u5e38\u751f\u52a8\u7684\u4f8b\u5b50\uff0c\u5173\u4e8e\u300c\u7a7f\u8d8a\uff08cross\uff09\u82f1<mark data-type=\"institutions\" data-id=\"c5210e5d-a4df-4a1e-8bf8-77cbbcbacfa5\">\u5409\u5229<\/mark>\u6d77\u5ce1\u300d\u4e0e\u300c\u6b65\u884c\u7a7f\u8d8a\uff08walking across\uff09\u82f1<mark data-type=\"institutions\" data-id=\"c5210e5d-a4df-4a1e-8bf8-77cbbcbacfa5\">\u5409\u5229<\/mark>\u6d77\u5ce1\u300d\u7684\u533a\u522b\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u8fd9\u4e2a\u4f8b\u5b50\u786e\u5b9e\u53ef\u4ee5\u3002\u5982\u679c\u5b83\u56de\u7b54\u9519\u8bef\uff0c\u4f60\u4f1a\u544a\u8bc9\u5b83\u8fd9\u662f\u9519\u8bef\u7684\uff0c\u7136\u540e\u5b83\u5c31\u4e0d\u5f97\u4e0d\u5f04\u6e05\u695a \u2014\u2014 \u4f60\u4e0d\u80fd\u6b65\u884c\u7a7f\u8d8a\u82f1<mark data-type=\"institutions\" data-id=\"c5210e5d-a4df-4a1e-8bf8-77cbbcbacfa5\">\u5409\u5229<\/mark>\u6d77\u5ce1\u3002<\/p>\n<p><strong>AI \u662f\u88ab\u8fc7\u5ea6\u7092\u4f5c\u8fd8\u662f\u4f4e\u4f30\u4e86\uff1f \u00a0<\/strong><\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u8981\u95ee\u4f60\u4e00\u70b9\u5173\u4e8e\u7092\u4f5c\u7684\u95ee\u9898\uff0c\u4f60\u8ba4\u4e3a\u5c31\u73b0\u5728\u6765\u8bf4\uff0cAI \u662f\u88ab\u8fc7\u5ea6\u7092\u4f5c\u4e86\uff0c\u8fd8\u662f\u88ab\u4f4e\u4f30\u4e86\uff0c\u6216\u8005\u53ea\u662f\u5728\u9519\u8bef\u7684\u65b9\u5411\u4e0a\u7092\u4f5c\uff1f \u00a0<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u4e00\u65b9\u9762\uff0c\u4ece\u77ed\u671f\u6765\u770b\uff0cAI \u88ab\u8fc7\u5ea6\u7092\u4f5c\u4e86\u3002\u4eba\u4eec\u58f0\u79f0\u5b83\u80fd\u505a\u5f88\u591a\u4e8b\u60c5\uff0c\u4f46\u5b9e\u9645\u4e0a\u5b83\u4e0d\u80fd\uff0c\u6709\u5f88\u591a\u521b\u4e1a\u516c\u53f8\u548c\u98ce\u9669\u6295\u8d44\u8ffd\u9010\u4e00\u4e9b\u75af\u72c2\u7684\u60f3\u6cd5\uff0c\u4f46\u5176\u5b9e\u8fd9\u4e9b\u60f3\u6cd5\u8fd8\u4e0d\u591f\u6210\u719f\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u8ba4\u4e3a AI \u4ecd\u7136\u88ab\u4f4e\u4f30\u4e86\u3002\u6216\u8bb8\u4eba\u4eec\u8fd8\u6ca1\u6709\u5b8c\u5168\u7406\u89e3\u5f53\u6211\u4eec\u8fbe\u5230 AGI \u4e4b\u540e\u4f1a\u53d1\u751f\u4ec0\u4e48\uff0c\u8d23\u4efb\u662f\u591a\u4e48\u5927\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u4f60\u5728\u8fd9\u4e2a\u9886\u57df\u5df2\u7ecf\u51e0\u5341\u5e74\u4e86\uff0c\u5bf9\u4e8e\u8fd9\u4e9b\u521b\u4e1a\u516c\u53f8\u548c\u98ce\u9669\u6295\u8d44\u6240\u8ffd\u9010\u7684\u4e1c\u897f\uff0c\u4f60\u5f88\u5bb9\u6613\u53d1\u73b0\u54ea\u4e9b\u662f\u73b0\u5b9e\u7684\u76ee\u6807\uff0c\u54ea\u4e9b\u4e0d\u662f\u3002\u4f46\u5176\u4ed6\u4eba\u8981\u600e\u4e48\u5206\u8fa8\uff1f \u00a0<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u663e\u7136\u4f60\u5f97\u505a\u4e00\u4e9b\u6280\u672f\u5c3d\u804c\u8c03\u67e5\uff0c\u5bf9\u6280\u672f\u548c\u6700\u65b0\u7684\u8d8b\u52bf\u6709\u4e00\u4e9b\u4e86\u89e3\u3002<strong>\u540c\u65f6\uff0c\u4f60\u4e5f\u5f97\u770b\u770b\u53d1\u8868\u8a00\u8bba\u7684\u4eba\u7684\u80cc\u666f\uff0c\u4ed6\u4eec\u6709\u591a\u61c2\u6280\u672f\uff0c\u662f\u4e0d\u662f\u53bb\u5e74\u624d\u4ece\u522b\u7684\u65b9\u5411\u8f6c\u5230 AI \u7684\uff1f\u4ed6\u4eec\u53bb\u5e74\u662f\u4e0d\u662f\u5728\u505a\u52a0\u5bc6\u8d27\u5e01\uff1f\u8fd9\u4e9b\u53ef\u80fd\u662f\u4e00\u4e9b\u7ebf\u7d22\uff0c\u8868\u660e\u4ed6\u4eec\u53ef\u80fd\u662f\u5728\u8ddf\u98ce\uff0c\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u4ed6\u4eec\u4f1a\u6709\u4e00\u4e9b\u597d\u70b9\u5b50\uff0c\u5373\u4f7f\u6709\u4e5f\u53ef\u80fd\u4f1a\u50cf\u5f69\u7968\u4e00\u6837\u3002<\/strong><\/p>\n<p>\u6211\u8ba4\u4e3a\uff0c\u5f53\u4e00\u4e2a\u9886\u57df\u7a81\u7136\u53d7\u5230\u5927\u91cf\u5173\u6ce8\u65f6\uff0c\u8fd9\u79cd\u60c5\u51b5\u603b\u662f\u4f1a\u53d1\u751f\uff0c\u7136\u540e\u8d44\u91d1\u5c31\u4f1a\u968f\u4e4b\u800c\u6765\uff0c\u6bcf\u4e2a\u4eba\u90fd\u89c9\u5f97\u4ed6\u4eec\u4e0d\u80fd\u9519\u8fc7\u3002<\/p>\n<p>\u8fd9\u5c31\u521b\u9020\u4e86\u4e00\u79cd\u6211\u4eec\u53ef\u4ee5\u8bf4\u662f\u673a\u4f1a\u4e3b\u4e49\u7684\u73af\u5883\uff0c\u8fd9\u4e0e\u90a3\u4e9b\u51e0\u5341\u5e74\u6765\u4e00\u76f4\u81f4\u529b\u4e8e\u6df1\u5ea6\u79d1\u6280\u3001\u6df1\u5ea6\u79d1\u5b66\u7684\u4eba\u6709\u70b9\u76f8\u53cd\uff0c\u6211\u8ba4\u4e3a\u540e\u8005\u624d\u662f\u6211\u4eec\u63a5\u8fd1 AGI \u65f6\u5e94\u8be5\u7ee7\u7eed\u575a\u6301\u7684\u65b9\u5f0f\u3002<\/p>\n<p><strong>Gemini\uff1a\u8c37\u6b4c\u5927\u8111\u4e0e <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u5408\u5e76\u540e\u7684\u9996\u4e2a\u706f\u5854\u9879\u76ee<\/strong><\/p>\n<p><em>\u5f17\u83b1\uff1a\u63a5\u4e0b\u6765\u8c08\u8c08 Gemini \u5427\u3002Gemini \u5728\u54ea\u4e9b\u65b9\u9762\u4e0d\u540c\u4e8e\u5176\u4ed6\u5b9e\u9a8c\u5ba4\u53d1\u5e03\u7684\u5176\u4ed6\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u4ece\u4e00\u5f00\u59cb\uff0c\u6211\u4eec\u5c31\u5e0c\u671b Gemini \u80fd\u591f\u5904\u7406\u591a\u79cd\u6a21\u6001\uff0c\u6240\u4ee5\u5b83\u4e0d\u4ec5\u80fd\u5904\u7406\u8bed\u8a00\uff0c\u8fd8\u80fd\u5904\u7406\u97f3\u9891\u3001\u89c6\u9891\u3001\u56fe\u50cf\u3001\u4ee3\u7801\u7b49\u5404\u79cd\u6a21\u6001\u3002\u6211\u4eec\u4e4b\u6240\u4ee5\u60f3\u8981\u8fd9\u6837\u505a\uff0c\u9996\u5148\u662f\u56e0\u4e3a\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u8ba9\u8fd9\u4e9b\u7cfb\u7edf\u771f\u6b63\u7406\u89e3\u5468\u56f4\u4e16\u754c\u5e76\u6784\u5efa\u66f4\u597d\u7684\u4e16\u754c\u6a21\u578b\u7684\u65b9\u6cd5\uff0c\u8fd9\u53c8\u56de\u5230\u4e86\u4e4b\u524d\u7684 grounding \u95ee\u9898\u4e0a\u3002<\/p>\n<p>\u6211\u4eec\u4e5f\u6709\u4e00\u4e2a\u613f\u666f\uff0c\u5373\u62e5\u6709\u4e00\u4e2a\u901a\u7528\u52a9\u624b\u3002\u6211\u4eec\u505a\u4e86\u4e00\u4e2a\u53eb Astra \u7684\u539f\u578b\uff0c\u5b83\u4e0d\u4ec5\u7406\u89e3\u4f60\u6b63\u5728\u8f93\u5165\u7684\u5185\u5bb9\uff0c\u5b9e\u9645\u4e0a\u8fd8\u7406\u89e3\u4f60\u6240\u5904\u7684\u73af\u5883\u3002\u8fd9\u6837\u7684\u667a\u80fd\u52a9\u624b\u4f1a\u66f4\u6709\u7528\u3002\u6240\u4ee5\u6211\u4eec\u4ece\u4e00\u5f00\u59cb\u5c31\u5185\u7f6e\u4e86\u591a\u6a21\u6001\u3002\u8fd9\u662f\u53e6\u4e00\u4ef6\u5728\u90a3\u4e2a\u65f6\u5019\u53ea\u6709\u6211\u4eec\u7684\u6a21\u578b\u5728\u505a\u7684\u4e8b\u60c5\uff0c\u73b0\u5728\u5176\u4ed6\u6a21\u578b\u6b63\u5728\u8ffd\u8d76\u3002<\/p>\n<p>\u6211\u4eec\u5728\u8bb0\u5fc6\u65b9\u9762\u7684\u5176\u4ed6\u91cd\u5927\u521b\u65b0\uff0c\u6bd4\u5982\u957f\u4e0a\u4e0b\u6587\uff0c\u5b9e\u9645\u4e0a\u53ef\u4ee5\u8bb0\u4f4f\u5927\u7ea6\u4e00\u767e\u4e07\u4e2a\u6216\u4e24\u767e\u4e07\u4e2a token\u3002\u6240\u4ee5\u4f60\u53ef\u4ee5\u7ed9\u5b83\u300a\u6218\u4e89\u4e0e\u548c\u5e73\u300b\u6216\u8005\u6574\u4e2a\u7535\u5f71\uff0c\u7136\u540e\u8ba9\u5b83\u56de\u7b54\u95ee\u9898\u6216\u5728\u89c6\u9891\u6d41\u4e2d\u627e\u5230\u4e1c\u897f\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u5728 Google I\/O \u4e0a\uff0c\u4f60\u7528\u4e86\u4e00\u4e2a\u4f8b\u5b50\uff0c\u8bf4\u660e Astra \u5982\u4f55\u5e2e\u52a9\u4f60\u8bb0\u4f4f\u4f60\u628a\u773c\u955c\u653e\u5728\u54ea\u91cc\u4e86\uff0c\u5bf9\u5427\uff1f\u4f46\u6211\u6000\u7591\u8fd9\u662f\u5426\u53ea\u662f\u90a3\u4e9b\u65e7\u7684 Google Glasses \u7684\u9ad8\u7ea7\u7248\u672c\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u5f53\u7136\uff0c\u8c37\u6b4c\u5728\u5f00\u53d1\u773c\u955c\u8bbe\u5907\u65b9\u9762\u6709\u7740\u60a0\u4e45\u7684\u5386\u53f2\uff0c\u5b9e\u9645\u4e0a\u53ef\u4ee5\u8ffd\u6eaf\u5230 2012 \u5e74\u5de6\u53f3\uff0c\u8fdc\u8fdc\u9886\u5148\u4e8e\u65f6\u4ee3\u3002\u4f46\u5b83\u4eec\u4e5f\u8bb8\u53ea\u662f\u7f3a\u5c11\u8fd9\u79cd\u6280\u672f\uff0c\u800c\u667a\u80fd\u4f53\u6216\u667a\u80fd\u52a9\u624b\u53ef\u4ee5\u771f\u6b63\u7406\u89e3\u4f60\u5728\u8bf4\u4ec0\u4e48\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u5bf9\u6570\u5b57\u52a9\u7406\u611f\u5230\u975e\u5e38\u5174\u594b\uff0c\u5b83\u53ef\u4ee5\u968f\u65f6\u966a\u4f34\u7740\u4f60\uff0c\u4e86\u89e3\u4f60\u5468\u56f4\u7684\u4e16\u754c\u3002\u5f53\u4f60\u4f7f\u7528\u5b83\u65f6\uff0c\u5b83\u4f3c\u4e4e\u771f\u7684\u662f\u4e00\u4e2a\u5f88\u81ea\u7136\u7684\u7528\u4f8b\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u63a5\u4e0b\u6765\u6211\u60f3\u7a0d\u5fae\u56de\u987e\u4e00\u4e0b Gemini \u7684\u8d77\u6e90\uff0c\u6bd5\u7adf\u5b83\u6765\u81ea\u8c37\u6b4c\u7684\u4e24\u4e2a\u4e0d\u540c\u7684\u7814\u7a76\u90e8\u95e8\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u662f\u7684\uff0c\u53bb\u5e74\u6211\u4eec\u5c06 Alphabet \u7684\u4e24\u4e2a\u7814\u7a76\u90e8\u95e8\u5408\u5e76\uff0c\u5373\u5c06 Google Brain \u548c <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u6574\u5408\u4e3a\u4e86 Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark>\u3002\u6211\u4eec\u79f0\u5b83\u4e3a\u8d85\u7ea7\u90e8\u95e8\uff08super unit\uff09\uff0c\u5c06\u6574\u4e2a\u516c\u53f8\u7684\u4f18\u79c0\u4eba\u624d\u805a\u96c6\u5230\u4e86\u4e00\u4e2a\u90e8\u95e8\u4e2d\u3002\u8fd9\u610f\u5473\u7740\uff0c\u6211\u4eec\u5c06\u6240\u6709\u7814\u7a76\u4e2d\u83b7\u5f97\u7684\u6700\u4f73\u77e5\u8bc6\u7ed3\u5408\u8d77\u6765\uff0c\u5c24\u5176\u662f\u5728<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u65b9\u9762\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u6211\u4eec\u63a8\u51fa\u4e86 Chinchilla\u3001Gopher \u7b49\u6a21\u578b\uff0c\u5e76\u6784\u5efa\u4e86 PaLM\u3001LaMDA \u4ee5\u53ca\u5176\u4ed6\u65e9\u671f\u6a21\u578b\u3002\u8fd9\u4e9b\u6a21\u578b\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u6240\u4ee5\u6211\u4eec\u5c06\u5b83\u4eec\u6574\u5408\u5230\u4e86 Gemini \u4e2d\uff0c\u6210\u4e3a\u4e86\u90e8\u95e8\u5408\u5e76\u540e\u63a8\u51fa\u7684\u9996\u4e2a\u706f\u5854\u9879\u76ee\uff08Lighthouse Project\uff09\u3002\u7136\u540e\uff0c\u53e6\u4e00\u4ef6\u91cd\u8981\u7684\u4e8b\u60c5\u662f\u5c06\u6240\u6709\u8ba1\u7b97\u8d44\u6e90\u6574\u5408\u8d77\u6765\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u8fdb\u884c\u8d85\u5927\u89c4\u6a21\u7684\u8bad\u7ec3\u8fd0\u884c\u3002\u6211\u89c9\u5f97\u8fd9\u4e9b\u5f88\u68d2\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u4ece\u5f88\u591a\u65b9\u9762\u6765\u8bb2\uff0cGoogle Brain \u548c <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u7684\u91cd\u70b9\u7565\u6709\u4e0d\u540c\u3002\u6211\u53ef\u4ee5\u8fd9\u6837\u8bf4\u5417\uff1f \u00a0<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u8c37\u6b4c\u5404\u4e2a\u90e8\u95e8\u663e\u7136\u90fd\u4e13\u6ce8\u4e8e<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u7684\u524d\u6cbf\uff0c\u800c\u4e14\u5728\u4e2a\u4f53\u7814\u7a76\u5c42\u9762\u5df2\u7ecf\u6709\u5f88\u591a\u5408\u4f5c\uff0c\u4f46\u5728\u6218\u7565\u5c42\u9762\u6709\u6240\u4e0d\u540c\u3002\u968f\u7740 Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u7684\u5408\u5e76\uff0c\u6211\u60f3\u628a\u5b83\u63cf\u8ff0\u6210\u8c37\u6b4c\u7684\u5f15\u64ce\u5ba4\uff08Engine Room\uff09\uff0c\u5b83\u8fd0\u884c\u5f97\u975e\u5e38\u597d\u3002\u6211\u8ba4\u4e3a\uff0c\u6211\u4eec\u5de5\u4f5c\u65b9\u5f0f\u7684\u76f8\u4f3c\u4e4b\u5904\u8981\u6bd4\u5dee\u5f02\u591a\u5f97\u591a\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u4fdd\u6301\u5e76\u52a0\u5f3a\u81ea\u8eab\u5728\u57fa\u7840\u7814\u7a76\u7b49\u65b9\u9762\u7684\u4f18\u52bf\u3002<\/p>\n<p>\u6bd4\u5982\u8bf4\uff0c<strong>\u4e0b\u4e00\u4e2a Transformer \u67b6\u6784\u4ece\u4f55\u800c\u6765\uff1f<\/strong>\u6211\u4eec\u60f3\u53d1\u660e\u5b83\u3002Google Brain \u7814\u7a76\u4eba\u5458\u53d1\u660e\u4e86\u5982\u4eca\u6d41\u884c\u7684 Transformer \u67b6\u6784\u3002\u6211\u4eec\u5c06\u8be5\u67b6\u6784\u4e0e\u81ea\u5df1\u5f00\u521b\u7684\u6df1\u5ea6<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u76f8\u7ed3\u5408\u3002\u6211\u8ba4\u4e3a\u4ecd\u7136\u9700\u8981\u66f4\u591a\u521b\u65b0\u3002\u6211\u652f\u6301\u8fd9\u6837\u505a\uff0c\u5c31\u50cf\u8fc7\u53bb 10 \u5e74 Google Brain \u548c <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u56e2\u961f\u6240\u505a\u7684\u90a3\u6837\u3002\u8fd9\u5f88\u4ee4\u4eba\u5174\u594b\u3002<\/p>\n<p><strong>\u672a\u6765\u65b9\u5411\uff1a\u5c06 AlphaGo \u4e0e Gemini \u76f8\u7ed3\u5408<\/strong><\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u60f3\u8ba8\u8bba\u4e00\u4e0b Gemini\uff0c\u5b83\u7684\u8868\u73b0\u600e\u4e48\u6837\uff1f\u4e0e\u5176\u4ed6\u6a21\u578b\u76f8\u6bd4\u5982\u4f55\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u8fd9\u4e2a\u95ee\u9898\u6d89\u53ca\u5230\u4e86<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\uff0c<strong>\u6211\u8ba4\u4e3a\u6574\u4e2a\u9886\u57df\u90fd\u9700\u8981\u66f4\u597d\u7684<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u3002\u76ee\u524d\u5b58\u5728\u4e00\u4e9b\u4f17\u6240\u5468\u77e5\u7684\u5b66\u672f<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\uff0c\u4f46\u73b0\u5728\u5b83\u4eec\u5df2\u7ecf\u9971\u548c\u4e86\uff0c\u800c\u4e14\u5e76\u6ca1\u6709\u771f\u6b63\u533a\u5206\u4e0d\u540c\u9876\u7ea7\u6a21\u578b\u4e4b\u95f4\u7684\u7ec6\u5fae\u5dee\u522b<\/strong>\u3002<\/p>\n<p>\u5728\u6211\u770b\u6765\uff0c<strong>\u76ee\u524d\u6709\u4e09\u7c7b\u6a21\u578b\u5904\u4e8e\u9876\u7aef\u548c\u524d\u6cbf\uff0c\u6211\u4eec\u7684 Gemini\u3001OpenAI \u7684 GPT \u548c Anthropic \u7684 Claude<\/strong>\u3002\u6b64\u5916\u8fd8\u6709\u5f88\u591a\u8868\u73b0\u4e0d\u9519\u7684\u6a21\u578b\uff0c\u6bd4\u5982 Meta\u3001Mistral \u7b49\u63a8\u51fa\u7684 Llama \u7cfb\u5217\u3001Mistral \u7cfb\u5217\u6a21\u578b\uff0c\u5b83\u4eec\u64c5\u957f\u7684\u4efb\u52a1\u5404\u6709\u4e0d\u540c\u3002\u8fd9\u53d6\u51b3\u4e8e\u4f60\u8981\u6267\u884c\u4ec0\u4e48\u7c7b\u578b\u7684\u4efb\u52a1\uff0c\u7f16\u7801\u9009\u62e9 Claude\u3001\u63a8\u7406\u9009\u62e9 GPT\uff0c\u8bb0\u5fc6\u3001\u957f\u4e0a\u4e0b\u6587\u548c\u591a\u6a21\u6001\u7406\u89e3\u9009\u62e9 Gemini\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5404\u5bb6\u516c\u53f8\u8fd8\u4f1a\u7ee7\u7eed\u4e0d\u65ad\u6539\u8fdb\u6a21\u578b\u3002\u6bd4\u5982\uff0cGemini \u53ea\u662f\u4e00\u4e2a\u63a8\u51fa\u4e0d\u5230\u4e00\u5e74\u7684\u6a21\u578b\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u7684\u53d1\u5c55\u8f68\u8ff9\u975e\u5e38\u597d\uff0c\u5e0c\u671b\u6211\u4eec\u4e0b\u6b21\u4ea4\u8c08\u65f6\uff0cGemini \u53ef\u4ee5\u7ad9\u5728\u6700\u524d\u6cbf\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u662f\u7684\uff0c\u5927\u6a21\u578b\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002\u8fd9\u662f\u5426\u4e5f\u610f\u5473\u7740\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u67d0\u4e9b\u65b9\u9762\u8fd8\u4e0d\u662f\u5f88\u597d\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u5f53\u7136\u3002\u5b9e\u9645\u4e0a\uff0c\u8fd9\u662f\u76ee\u524d\u6700\u5927\u7684\u4e89\u8bba\u3002\u73b0\u5728\u5f88\u591a\u6a21\u578b\u90fd\u662f\u4ece\u4e94\u3001\u516d\u5e74\u524d\u53d1\u660e\u7684\u6280\u672f\u4e2d\u4ea7\u751f\u7684\u3002\u6240\u4ee5\uff0c\u8fd9\u4e9b\u6a21\u578b\u4ecd\u7136\u7f3a\u5c11\u5f88\u591a\u4e1c\u897f\uff0c\u4f1a\u4ea7\u751f\u5e7b\u89c9\u3001\u4e0d\u64c5\u957f<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u54ea\u65b9\u9762\u7684<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u5462\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u6bd4\u5982\u4e00\u4e9b\u957f\u671f<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\uff0c\u6a21\u578b\u65e0\u6cd5\u957f\u671f\u89e3\u51b3\u95ee\u9898\u3002\u4f60\u7ed9\u5b83\u4e00\u4e2a\u76ee\u6807\uff0c\u5b83\u4eec\u65e0\u6cd5\u771f\u6b63\u4e3a\u4f60\u91c7\u53d6\u884c\u52a8\u3002\u6240\u4ee5\uff0c<strong>\u6a21\u578b\u5f88\u50cf\u88ab\u52a8<mark data-type=\"tech_tasks\" data-id=\"fca61fff-ab9b-4ee2-8716-bbd8e7a44507\">\u95ee\u7b54\u7cfb\u7edf<\/mark><\/strong>\u3002\u4f60\u63d0\u51fa\u95ee\u9898\uff0c\u7136\u540e\u5b83\u4eec\u4f1a\u7ed9\u4f60\u67d0\u79cd\u56de\u5e94\uff0c\u4f46\u5374\u65e0\u6cd5\u4e3a\u4f60\u89e3\u51b3\u95ee\u9898\u3002\u6bd4\u5982\u4f60\u60f3\u8981\u4e00\u4e2a\u6570\u5b57\u52a9\u7406\u5e2e\u4f60\u5168\u7a0b\u9884\u8ba2\u610f\u5927\u5229\u7684\u5047\u671f\uff0c\u4ee5\u53ca\u9884\u5b9a\u6240\u6709\u7684\u9910\u9986\u3001\u535a\u7269\u9986\u7b49\u4e8b\u9879\u3002\u9057\u61be\u7684\u662f\uff0c\u5b83\u5374\u505a\u4e0d\u5230\u8fd9\u4e9b\u4e8b\u60c5\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e0b\u4e00\u4e2a\u65f6\u4ee3\u7684\u7814\u7a76\u4e3b\u9898\uff0c\u6211\u4eec\u79f0\u5b83\u4eec\u4e3a\uff08\u66f4\u5927\u7a0b\u5ea6\u4e0a\uff09\u57fa\u4e8e\u667a\u80fd\u4f53\u7684\u7cfb\u7edf\u6216\u8005\u62e5\u6709\u7c7b\u4f3c\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u667a\u80fd\u7cfb\u7edf\u3002\u5f53\u7136\uff0c\u8fd9\u662f\u8c37\u6b4c\u6240\u64c5\u957f\u7684\u3002\u8c37\u6b4c\u8fc7\u53bb\u6784\u5efa\u4e86\u6e38\u620f\u667a\u80fd\u4f53 AlphaGo \u4ee5\u53ca\u5176\u4ed6\u667a\u80fd\u4f53\u3002\u6240\u4ee5\uff0c<strong>\u6211\u4eec\u5728\u505a\u7684\u5f88\u591a\u4e8b\u60c5\u662f\u5c06\u6210\u540d\u7684\u9879\u76ee\u4e0e\u65b0\u7684\u5927\u89c4\u6a21\u591a\u6a21\u6001\u6a21\u578b\u7ed3\u5408\u8d77\u6765\uff0c\u5e76\u6210\u4e3a\u4e0b\u4e00\u4ee3\u7cfb\u7edf\uff0c\u6bd4\u5982 AlphaGo \u4e0e Gemini \u7684\u7ed3\u5408<\/strong>\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u89c9\u5f97 AlphaGo \u975e\u5e38\u64c5\u957f<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u662f\u7684\uff0cAlphaGo \u975e\u5e38\u64c5\u957f<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u3002\u5f53\u7136\uff0c\u5b83\u53ea\u5728\u6e38\u620f\u9886\u57df\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u9700\u8981\u5c06\u5b83\u6cdb\u5316\u5230\u65e5\u5e38\u5de5\u4f5c\u548c\u8bed\u8a00\u7b49\u901a\u7528\u9886\u57df\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u4f60\u521a\u624d\u63d0\u5230 Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u73b0\u5728\u5df2\u7ecf\u6210\u4e3a\u8c37\u6b4c\u7684\u5f15\u64ce\u5ba4\u3002\u8fd9\u662f\u4e00\u4e2a\u76f8\u5f53\u5927\u7684\u8f6c\u53d8\u3002\u90a3\u4e48\uff0c\u8c37\u6b4c\u662f\u5426\u5728 AI \u9886\u57df\u4e0b\u4e86\u5f88\u5927\u7684\u8d4c\u6ce8\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u6211\u60f3\u662f\u7684\u3002\u6211\u8ba4\u4e3a\u8c37\u6b4c\u4e00\u76f4\u90fd\u660e\u767d AI \u7684\u91cd\u8981\u6027\u3002\u5f53 Sundar \u63a5\u4efb\u9996\u5e2d\u6267\u884c\u5b98\u65f6\uff0c\u4ed6\u5c31\u8bf4\u8fc7\u8c37\u6b4c\u662f\u4e00\u5bb6 AI \u4f18\u5148\u7684\u516c\u53f8\u3002\u6211\u4eec\u5728\u4ed6\u4efb\u804c\u521d\u671f\u5c31\u8ba8\u8bba\u8fc7\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ed6\u8ba4\u4e3a AI \u6709\u6f5c\u529b\u6210\u4e3a\u7ee7\u79fb\u52a8\u4e92\u8054\u7f51\u4e4b\u540e\u7684\u4e0b\u4e00\u4e2a\u91cd\u5927\u8303\u5f0f\u8f6c\u53d8\uff0c\u5e76\u4e14\u6bd4\u4ee5\u5f80\u53d1\u5c55\u6f5c\u529b\u66f4\u5927\u3002<\/p>\n<p>\u4e5f\u8bb8\u5728\u8fc7\u53bb\u4e00\u4e24\u5e74\u91cc\uff0c\u6211\u4eec\u771f\u7684\u5f00\u59cb\u4f53\u9a8c\u5230\u8fd9\u610f\u5473\u7740\u4ec0\u4e48\uff0c\u4e0d\u4ec5\u4ec5\u662f\u4ece\u7814\u7a76\u7684\u89d2\u5ea6\uff0c\u800c\u4e14\u5728\u4ea7\u54c1\u548c\u5176\u4ed6\u65b9\u9762\u4e5f\u662f\u5982\u6b64\u3002\u8fd9\u975e\u5e38\u4ee4\u4eba\u5174\u594b\uff0c\u56e0\u6b64\u6211\u8ba4\u4e3a\u6211\u4eec\u628a\u6240\u6709\u4eba\u624d\u534f\u8c03\u8d77\u6765\uff0c\u7136\u540e\u5c3d\u6700\u5927\u52aa\u529b\u63a8\u52a8 AI \u8fdb\u5c55\u662f\u6b63\u786e\u7684\u9009\u62e9\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u4eec\u77e5\u9053\uff0cGoogle <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> 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3\u3002\u6211\u4eec\u4e5f\u5728\u52a0\u500d\u6295\u8d44\u4e8e\u6b64\u3002\u6211\u8ba4\u4e3a\u8fd9\u662f Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u6240\u505a\u7684\u72ec\u7279\u7684\u5de5\u4f5c\u3002<\/p>\n<p>\u4f60\u77e5\u9053\uff0c\u751a\u81f3\u8fde\u6211\u4eec\u7684\u7ade\u4e89\u5bf9\u624b\u90fd\u8ba4\u4e3a\u8fd9\u4f1a\u662f\u901a\u7528 AI \u4ea7\u54c1\u3002\u6211\u4eec\u6210\u7acb\u4e86\u4e00\u4e2a\u65b0\u516c\u53f8 Isomorphic Labs \u6765\u8fdb\u884c\u836f\u7269\u7814\u53d1\u3002\u8fd9\u4e9b\u90fd\u975e\u5e38\u4ee4\u4eba\u5174\u594b\uff0c\u4e00\u5207\u90fd\u8fdb\u5c55\u987a\u5229\u3002\u6240\u4ee5\u6211\u4eec\u4f1a\u7ee7\u7eed\u8fd9\u6837\u505a\u3002\u540c\u65f6\uff0c\u6211\u4eec\u5728\u6c14\u5019\u9884\u6d4b\u548c\u5176\u4ed6\u65b9\u9762\u4e5f\u505a\u4e86\u5f88\u591a\u5de5\u4f5c\u3002<\/p>\n<p>\u6211\u4eec\u62e5\u6709\u4e00\u652f\u5e9e\u5927\u7684\u56e2\u961f\uff0c\u6240\u4ee5\u53ef\u4ee5\u540c\u65f6\u505a\u591a\u9879\u5de5\u4f5c\u3002\u6211\u4eec\u5728\u6784\u5efa\u6211\u4eec\u7684\u5927\u578b\u6a21\u578b Gemini 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AI\u3002\u73b0\u5728\u4f60\u53ef\u4ee5\u5c06\u4e3b\u8981\u7814\u7a76\u5206\u79bb\u51fa\u6765\uff0c\u5f53\u7136\u4ecd\u7136\u9700\u8981\u505a\u4e00\u4e9b\u7279\u5b9a\u4e8e\u4ea7\u54c1\u7684\u5de5\u4f5c\uff0c\u4f46\u8fd9\u53ef\u80fd\u53ea\u5360\u6240\u6709\u5de5\u4f5c\u7684 10%\u3002<\/p>\n<p>\u56e0\u6b64\uff0c<strong>\u5b9e\u9645\u4e0a\u5728\u5f00\u53d1 AI \u4ea7\u54c1\u548c\u6784\u5efa AGI \u4e4b\u95f4\u4e0d\u518d\u5b58\u5728\u77db\u76fe<\/strong>\u3002\u6211\u60f3\u8bf4\uff0c90% \u662f\u76f8\u540c\u7684\u7814\u7a76\u8ba1\u5212\u3002\u6240\u4ee5\uff0c\u5982\u679c\u4f60\u63a8\u51fa\u4ea7\u54c1\u5e76\u5c06\u5b83\u4eec\u63a8\u5411\u4e16\u754c\uff0c\u4f60\u4f1a\u4ece\u4e2d\u5b66\u5230\u5f88\u591a\u4e1c\u897f\u3002\u4eba\u4eec\u4e5f\u4f1a\u4f7f\u7528\u5b83\uff0c\u8fd9\u6837\u4f60\u4f1a\u4e86\u89e3\u5230\u5f88\u591a\u4fe1\u606f\uff0c\u6bd4\u5982\u4f60\u7684\u5185\u90e8\u6307\u6807\u4e0e\u4eba\u4eec\u6240\u8bf4\u7684\u4e0d\u592a\u76f8\u7b26\uff0c\u7136\u540e\u4f60\u53ef\u4ee5\u8fdb\u884c\u66f4\u65b0\u3002\u8fd9\u5bf9\u4f60\u7684\u7814\u7a76\u975e\u5e38\u6709\u5e2e\u52a9\u3002<\/p>\n<p><strong>\u5982\u4f55\u6d4b\u8bd5 GenAI \u6280\u672f<\/strong><\/p>\n<p><em>\u5f17\u83b1\uff1a\u6211\u60f3\u77e5\u9053\uff0c\u5c06 AI \u5e94\u7528\u4e8e\u79d1\u5b66\u6240\u5e26\u6765\u7684\u7a81\u7834\u4e0e\u5411\u516c\u4f17\u53d1\u5e03\u8fd9\u4e9b\u4e1c\u897f\u7684\u6b63\u786e\u65f6\u673a\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u77db\u76fe\u3002\u5728 Google <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u5185\u90e8\uff0c\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7b49\u5de5\u5177\u88ab\u7528\u4e8e\u7814\u7a76\uff0c\u800c\u4e0d\u662f\u88ab\u89c6\u4e3a\u6f5c\u5728\u7684\u5546\u4e1a\u4ea7\u54c1\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u6211\u4eec\u4ece\u4e00\u5f00\u59cb\u5c31\u975e\u5e38\u91cd\u89c6\u8d23\u4efb\u548c\u5b89\u5168\u3002\u65e9\u5728 2010 \u5e74\u4ee5\u524d\uff0c\u8c37\u6b4c\u5c31\u5c06\u4e00\u4e9b\u57fa\u672c\u9053\u5fb7\u89c4\u8303\u7eb3\u5165\u4e86\u5176 AI \u51c6\u5219\u4e4b\u4e2d\u3002\u6211\u4eec\u4e00\u76f4\u4e0e\u6574\u4e2a\u8c37\u6b4c\u4fdd\u6301\u4e00\u81f4\uff0c\u5e76\u5e0c\u671b\u4f5c\u4e3a\u8fd9\u4e2a\u9886\u57df\u7684\u9886\u5bfc\u8005\u4e4b\u4e00\u8d1f\u8d23\u4efb\u5730\u8fdb\u884c\u90e8\u7f72\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u73b0\u5728\u5f00\u59cb\u63a8\u51fa\u5177\u6709 GenAI 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Teaming\uff09\u662f\u5f88\u6709\u8da3\u7684\u3002<\/p>\n<p><em>\u5f17\u83b1\uff1a\u6240\u4ee5\uff0c\u8fd9\u91cc\u7684\u7ea2\u961f\u6d4b\u8bd5\u662f\u4f60\u4eec\u76f8\u4e92\u4e4b\u95f4\u8fdb\u884c\u5bf9\u6297\u7ade\u4e89\uff1f<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u662f\u7684\u3002\u7ea2\u961f\u6d4b\u8bd5\u662f\u6307\u4f60\u4ece\u5f00\u53d1\u6280\u672f\u56e2\u961f\u4e2d\u62bd\u51fa\u4e00\u4e2a\u4e13\u95e8\u7684\u56e2\u961f\u6765\u5bf9\u6280\u672f\u8fdb\u884c\u538b\u529b\u6d4b\u8bd5\uff0c\u5e76\u5c1d\u8bd5\u4ee5\u4efb\u4f55\u53ef\u80fd\u7684\u65b9\u5f0f\u7834\u89e3\u3002\u4f60\u5b9e\u9645\u4e0a\u9700\u8981\u4f7f\u7528\u5de5\u5177\u6765\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u5373\u4f7f\u6709\u6210\u5343\u4e0a\u4e07\u7684\u4eba\u5728\u505a\u8fd9\u4ef6\u4e8b\uff0c\u4f46\u4e0e\u6570\u5341\u4ebf\u7528\u6237\u76f8\u6bd4\uff0c\u8fd9\u8fd8\u4e0d\u591f\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u5fc5\u987b\u5206\u9636\u6bb5\u8fdb\u884c\uff0c\u5305\u62ec\u4e86\u5b9e\u9a8c\u9636\u6bb5\u3001\u5c01\u95ed\u6d4b\u8bd5\u9636\u6bb5\u4ee5\u53ca\u518d\u6b21\u53d1\u5e03\uff0c\u5c31\u50cf\u6211\u4eec\u8fc7\u53bb\u53d1\u5e03\u6e38\u620f\u4e00\u6837\u3002\u6240\u4ee5\u4f60\u5728\u6bcf\u4e00\u6b65\u4e2d\u90fd\u5728\u5b66\u4e60\u3002\u6211\u8ba4\u4e3a\u6211\u4eec\u9700\u8981\u505a\u7684\u66f4\u591a\u7684\u662f\uff0c\u4f7f\u7528 AI 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99.999% 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data-type=\"tech_tasks\" data-id=\"b0ce5f76-6a3f-4248-8447-6215a4e416e2\">\u804a\u5929\u673a\u5668\u4eba<\/mark>\u672c\u8eab\u6709\u4e9b\u51fa\u4eba\u610f\u6599\uff0c\u751a\u81f3\u5bf9\u4e8e OpenAI \u6765\u8bf4\uff0c\u5305\u62ec ChatGPT \u5728\u5185\uff0c\u4ed6\u4eec\u4e5f\u611f\u5230\u60ca\u8bb6\u3002\u6211\u4eec\u4e5f\u6709\u81ea\u5df1\u7684<mark data-type=\"tech_tasks\" data-id=\"b0ce5f76-6a3f-4248-8447-6215a4e416e2\">\u804a\u5929\u673a\u5668\u4eba<\/mark>\uff0c\u6211\u4eec\u4e5f\u6ce8\u610f\u5230\u8fd9\u4e9b\u673a\u5668\u4eba\u4ecd\u7136\u5b58\u5728\u7f3a\u9677\uff0c\u6bd4\u5982\u4f1a\u4ea7\u751f\u5e7b\u89c9\u7b49\u95ee\u9898\u3002\u00a0<\/p>\n<p>\u4f46\u6211\u4eec\u6ca1\u6709\u610f\u8bc6\u5230\u7684\u662f\uff0c\u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u7f3a\u9677\uff0c\u5b9e\u9645\u4e0a<mark data-type=\"tech_tasks\" data-id=\"b0ce5f76-6a3f-4248-8447-6215a4e416e2\">\u804a\u5929\u673a\u5668\u4eba<\/mark>\u4ecd\u7136\u6709\u5f88\u591a\u975e\u5e38\u597d\u7684\u4f7f\u7528\u573a\u666f\u3002\u73b0\u5728\u4eba\u4eec\u53d1\u73b0\u4e00\u4e9b\u975e\u5e38\u6709\u4ef7\u503c\u7684\u7528\u9014\uff0c\u6bd4\u5982\u603b\u7ed3\u6587\u4ef6\u548c\u957f\u6587\u6863\uff0c\u5199\u90ae\u4ef6\uff0c\u586b\u5199\u8868\u683c\u7b49\u3002\u7531\u4e8e\u4f7f\u7528\u573a\u666f\u5e7f\u6cdb\uff0c\u5373\u4f7f\u5b58\u5728\u4e00\u4e9b\u5c0f\u9519\u8bef\uff0c\u5b9e\u9645\u4e0a\u4eba\u4eec\u5e76\u4e0d\u4ecb\u610f\uff0c\u4eba\u7c7b\u53ef\u4ee5\u8f7b\u677e\u4fee\u6b63\u8fd9\u4e9b\u9519\u8bef\uff0c\u5e76\u4e14\u80fd\u8282\u7701\u5927\u91cf\u7684\u65f6\u95f4\u3002\u6211\u731c\u8fd9\u5c31\u662f\u4eba\u4eec\u53d1\u73b0\u7684\u4ee4\u4eba\u60ca\u8bb6\u7684\u4e8b\u60c5\uff0c\u5f53\u4f7f\u7528\u65f6\uff0c\u4eba\u4eec\u53d1\u73b0\u4e86\u8fd9\u4e9b\u6709\u4ef7\u503c\u7684\u4f7f\u7528\u573a\u666f\uff0c\u5c3d\u7ba1\u8fd9\u4e9b\u7cfb\u7edf\u4ee5\u6211\u4eec\u6240\u77e5\u7684\u5404\u79cd\u65b9\u5f0f\u5b58\u5728\u7f3a\u9677\u3002\u00a0<\/p>\n<p><strong>\u5173\u4e8e\u5f00\u6e90\uff1a\u4e00\u65e6\u53d1\u5e03\uff0c\u5c31\u65e0\u6cd5\u64a4\u56de<\/strong><\/p>\n<p><em>\u5f17\u83b1\uff1a\u8fd9\u53c8\u5f15\u51fa\u4e86\u6211\u60f3\u95ee\u7684\u4e0b\u4e00\u4e2a\u95ee\u9898\uff0c\u5373\u5173\u4e8e\u5f00\u6e90\u7684\u95ee\u9898\u3002\u6b63\u5982\u4f60\u63d0\u5230\u7684\uff0c\u5f53\u4e8b\u7269\u638c\u63e1\u5728\u4eba\u4eec\u624b\u4e2d\u65f6\uff0c\u5c31\u4f1a\u53d1\u751f\u771f\u6b63\u975e\u51e1\u7684\u4e8b\u60c5\u3002\u636e\u6211\u4e86\u89e3 <mark data-type=\"institutions\" data-id=\"83832d76-bfe1-42e7-ab87-9971cb43d50c\">DeepMind<\/mark> \u5728\u8fc7\u53bb\u5df2\u7ecf\u5f00\u6e90\u4e86\u8bb8\u591a\u9879\u76ee\uff0c\u4f46\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u8fd9\u79cd\u60c5\u51b5\u4f3c\u4e4e\u6709\u6240\u6539\u53d8\u3002<\/em><\/p>\n<p><strong>\u54c8\u8428\u6bd4\u65af<\/strong>\uff1a\u662f\u7684\uff0c\u6211\u4eec\u975e\u5e38\u652f\u6301\u5f00\u6e90\u548c\u5f00\u653e\u79d1\u5b66\u3002\u6b63\u5982\u4f60\u6240\u77e5\u9053\u7684\uff0c\u6211\u4eec\u51e0\u4e4e\u516c\u5f00\u4e86\u6211\u4eec\u6240\u505a\u7684\u6240\u6709\u4e8b\u60c5\uff0c\u6bd4\u5982 Transformer\uff0c\u53c8\u6bd4\u5982 AlphaGo \u548c <mark data-type=\"tech_methods\" data-id=\"c91750dd-3ddd-49bf-8f95-7ab4bc48a526\">AlphaFold<\/mark> \u8fd9\u4e9b\u7814\u7a76\u90fd\u53d1\u8868\u5728\u300a\u81ea\u7136\u300b\u548c\u5176\u4ed6\u671f\u520a\u4e0a\uff0c\u5e76\u4e14 <mark data-type=\"tech_methods\" data-id=\"c91750dd-3ddd-49bf-8f95-7ab4bc48a526\">AlphaFold<\/mark> \u4e5f\u662f\u5f00\u6e90\u7684\u3002\u901a\u8fc7\u5206\u4eab\u4fe1\u606f\uff0c\u4f7f\u5f97\u6280\u672f\u548c\u79d1\u5b66\u5f97\u4ee5\u5feb\u901f\u5730\u8fdb\u6b65\u3002\u6240\u4ee5\u6211\u4eec\u51e0\u4e4e\u603b\u662f\u8fd9\u4e48\u505a\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u662f\u975e\u5e38\u6709\u76ca\u7684\u4e8b\u60c5\uff0c\u8fd9\u662f\u79d1\u5b66\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u00a0<\/p>\n<p>\u552f\u4e00\u7684\u4f8b\u5916\u662f\uff0cAI\u3001AGI \u548c\u5f3a\u5927\u7684 AI 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