{"id":5300,"date":"2024-12-11T18:15:58","date_gmt":"2024-12-11T10:15:58","guid":{"rendered":"https:\/\/nullthought.net\/?p=5300"},"modified":"2025-01-07T11:33:27","modified_gmt":"2025-01-07T03:33:27","slug":"google-deepmind%e6%8a%a5%e5%91%8a%ef%bc%9a%e6%8a%8a%e6%8e%a7%e8%b5%8b%e4%ba%88%e7%a7%91%e5%ad%a6%e5%8f%91%e7%8e%b0%e5%85%a8%e6%96%b0%e6%9c%ba%e9%81%87%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=5300","title":{"rendered":"Google Deepmind\u62a5\u544a\uff1a\u628a\u63a7\u8d4b\u4e88\u79d1\u5b66\u53d1\u73b0\u5168\u65b0\u673a\u9047\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u8fce\u63a5\u79d1\u5b66\u53d1\u73b0\u9ec4\u91d1\u65f6\u4ee3"},"content":{"rendered":"\n<p>Google Deepmind\u8fd1\u65e5\u53d1\u5e03\u62a5\u544a<strong><a href=\"https:\/\/deepmind.google\/public-policy\/ai-for-science\/\" target=\"_blank\" rel=\"noreferrer noopener\">A new golden age of discovery&#8212;Seizing the AI for Science opportunity<\/a><\/strong>\uff08\u300a\u628a\u63a7\u8d4b\u4e88\u79d1\u5b66\u53d1\u73b0\u5168\u65b0\u673a\u9047\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u8fce\u63a5\u79d1\u5b66\u53d1\u73b0\u9ec4\u91d1\u65f6\u4ee3\u300b\uff09\u3002\u8be5\u62a5\u544a\u4ee5\u6781\u5176\u8be6\u5c3d\u7684\u65b9\u5f0f\u63a2\u8ba8\u4e86AI\uff08\u4eba\u5de5\u667a\u80fd\uff09\u5728\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u6f5c\u529b\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e86AI\u5982\u4f55\u63a8\u52a8\u79d1\u5b66\u9886\u57df\u7684\u53d8\u9769\u3001\u5176\u5b9e\u73b0\u8def\u5f84\u3001\u6f5c\u5728\u98ce\u9669\u4ee5\u53ca\u653f\u7b56\u5efa\u8bae\u3002<\/p>\n\n\n\n<p>\u62a5\u544a\u4f5c\u8005\u4e3aConor Griffin, Don Wallace, Juan Mateos-Garcia, Hanna Schieve, Pushmeet Kohli\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"980\" height=\"772\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/12\/image-11.png\" alt=\"\" class=\"wp-image-5301\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/12\/image-11.png 980w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/12\/image-11-300x236.png 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/12\/image-11-768x605.png 768w\" sizes=\"auto, (max-width: 980px) 100vw, 980px\" \/><figcaption class=\"wp-element-caption\"><strong><a href=\"https:\/\/deepmind.google\/public-policy\/ai-for-science\/\" target=\"_blank\" rel=\"noreferrer noopener\">A new golden age of discovery&#8212;Seizing the AI for Science opportunity<\/a><\/strong>, Google Deepmind<\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e00\u3001AI\u5bf9\u79d1\u5b66\u7684\u673a\u9047\uff08Opportunities\uff09<\/h4>\n\n\n\n<p>AI\u5728\u79d1\u5b66\u4e2d\u7684\u5e94\u7528\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u4e94\u5927\u5177\u4f53\u65b9\u5411\uff0c\u6bcf\u4e2a\u65b9\u5411\u90fd\u6709\u8be6\u7ec6\u7684\u5e94\u7528\u573a\u666f\u548c\u6848\u4f8b\u652f\u6301\uff1a<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1. <strong>\u77e5\u8bc6\u5904\u7406\uff08Transform Knowledge\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95ee\u9898\u80cc\u666f<\/strong>\uff1a\u79d1\u5b66\u77e5\u8bc6\u7684\u589e\u957f\u901f\u5ea6\u5448\u6307\u6570\u7ea7\uff0c\u4f20\u7edf\u7684\u77e5\u8bc6\u4f20\u64ad\u548c\u5904\u7406\u65b9\u5f0f\u96be\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002\u8fd9\u5bfc\u81f4\u79d1\u5b66\u5bb6\u9700\u8981\u8017\u8d39\u5927\u91cf\u65f6\u95f4\u53bb\u7406\u89e3\u548c\u5f52\u7eb3\u5df2\u6709\u7814\u7a76\uff0c\u4ece\u800c\u964d\u4f4e\u4e86\u521b\u65b0\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>AI\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5408\u6210\u548c\u7b5b\u9009\u6587\u732e\uff0c\u4f8b\u5982DeepMind\u7684Gemini LLM\u53ef\u4ee5\u5728\u4e00\u5929\u5185\u5904\u7406<strong>20\u4e07\u7bc7\u8bba\u6587<\/strong>\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\u5e76\u586b\u5145\u6570\u636e\u96c6\u3002<\/li>\n\n\n\n<li><strong>\u672a\u6765\u521b\u65b0<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u4f18\u5316LLM\u6a21\u578b\u4ee5\u9002\u5e94\u79d1\u5b66\u8bed\u5883\uff0c\u4f8b\u5982\u901a\u8fc7\u589e\u52a0\u5bf9\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u652f\u6301\u6765\u66f4\u597d\u5730\u7406\u89e3\u590d\u6742\u8bba\u6587\u3002<\/li>\n\n\n\n<li>\u6253\u9020\u4e92\u52a8\u5f0f\u8bba\u6587\u6216\u97f3\u9891\u6307\u5357\uff0c\u4f7f\u7814\u7a76\u6210\u679c\u7684\u4f20\u64ad\u66f4\u52a0\u76f4\u89c2\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2. <strong>\u6570\u636e\u751f\u6210\u4e0e\u6ce8\u91ca\uff08Data Generation, Extraction, Annotation\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95ee\u9898\u80cc\u666f<\/strong>\uff1a\u5c3d\u7ba1\u79d1\u5b66\u9886\u57df\u6570\u636e\u5448\u7206\u70b8\u5f0f\u589e\u957f\uff0c\u4f46\u591a\u6570\u6570\u636e\u4ecd\u5b58\u5728\u566a\u58f0\u5927\u3001\u4e0d\u5b8c\u6574\u6216\u96be\u4ee5\u4f7f\u7528\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>AI\u5e94\u7528\u6848\u4f8b<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5728\u86cb\u767d\u8d28\u7814\u7a76\u4e2d\uff0c<strong><a href=\"https:\/\/nullthought.net\/?p=4819\" target=\"_blank\" rel=\"noreferrer noopener\">AlphaFold<\/a><\/strong>\u6570\u636e\u5e93\u901a\u8fc7\u9884\u6d4b\u86cb\u767d\u8d28\u529f\u80fd\uff0c\u6781\u5927\u5730\u8865\u5145\u4e86UniProt\u7b49\u751f\u7269\u4fe1\u606f\u6570\u636e\u5e93\u3002<\/li>\n\n\n\n<li>\u5728\u751f\u6001\u9886\u57df\uff0c\u901a\u8fc7AI\u8bc6\u522b\u548c\u6ce8\u91ca\u52a8\u7269\u58f0\u97f3\uff0c\u5c06\u975e\u7ed3\u6784\u5316\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u7528\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6269\u5c55\u6f5c\u529b<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>AI\u5408\u6210\u79d1\u5b66\u6570\u636e\uff1a\u4f8b\u5982\uff0c<strong><a href=\"https:\/\/nullthought.net\/?p=4567\" target=\"_blank\" rel=\"noreferrer noopener\">AlphaProteo<\/a><\/strong>\u7ed3\u5408100\u4e07AI\u751f\u6210\u7684\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u62d3\u5c55\u4e86\u7ed3\u6784\u9884\u6d4b\u7684\u8fb9\u754c\u3002<\/li>\n\n\n\n<li>\u5927\u89c4\u6a21\u7684\u5b9e\u9a8c\u6570\u636e\u7ba1\u7406\uff1a\u901a\u8fc7\u521b\u65b0\u6027\u65b9\u6cd5\u5c06\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u7684\u526f\u6570\u636e\u7eb3\u5165\u7cfb\u7edf\u6027\u5b58\u50a8\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3. <strong>\u5b9e\u9a8c\u6a21\u62df\u4e0e\u52a0\u901f\uff08Simulate and Accelerate Experiments\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6311\u6218<\/strong>\uff1a\u590d\u6742\u5b9e\u9a8c\u9700\u8981\u9ad8\u6602\u7684\u65f6\u95f4\u548c\u8d44\u6e90\u6295\u5165\u3002\u4f8b\u5982\u805a\u53d8\u5b9e\u9a8c\uff0c\u5efa\u9020\u53cd\u5e94\u5806\u8bbe\u65bd\u672c\u8eab\u9700\u8981\u6570\u5341\u5e74\u3002<\/li>\n\n\n\n<li><strong>AI\u7684\u4f5c\u7528<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u6280\u672f\u6a21\u62df\u805a\u53d8\u53cd\u5e94\u5806\u4e2d\u7684\u7b49\u79bb\u5b50\u4f53\u5f62\u6001\uff0c\u5982DeepMind\u4e0e\u745e\u58eb\u6d1b\u6851\u8054\u90a6\u7406\u5de5\u5b66\u9662\u5408\u4f5c\u5f00\u53d1\u7684\u7b49\u79bb\u5b50\u4f53\u63a7\u5236\u6a21\u62df\u5668\u3002<\/li>\n\n\n\n<li>\u5728\u57fa\u56e0\u7814\u7a76\u4e2d\uff0cAlphaMissense\u901a\u8fc7\u5206\u7c7b71\u4ebf\u79cd\u53ef\u80fd\u7684\u57fa\u56e0\u7a81\u53d8\uff0c\u5e2e\u52a9\u79d1\u5b66\u5bb6\u805a\u7126\u4e8e\u9ad8\u98ce\u9669\u7a81\u53d8\uff0c\u5927\u5e45\u8282\u7701\u5b9e\u9a8c\u8d44\u6e90\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8de8\u9886\u57df\u6269\u5c55<\/strong>\uff1aAI\u8fd8\u53ef\u5e94\u7528\u4e8e\u7c92\u5b50\u52a0\u901f\u5668\u3001\u5f15\u529b\u6ce2\u63a2\u6d4b\u5668\u53ca\u5176\u4ed6\u6602\u8d35\u7684\u79d1\u5b66\u8bbe\u65bd\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">4. <strong>\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\uff08Model Complex Systems\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u80cc\u666f<\/strong>\uff1a\u4f20\u7edf\u7684\u6570\u5b66\u5efa\u6a21\u96be\u4ee5\u6355\u6349\u8bf8\u5982\u751f\u7269\u3001\u5929\u6c14\u548c\u7ecf\u6d4e\u7cfb\u7edf\u4e2d\u7684\u590d\u6742\u76f8\u4e92\u4f5c\u7528\u3002<\/li>\n\n\n\n<li><strong>AI\u4f18\u52bf<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5728<a href=\"https:\/\/nullthought.net\/?p=4263\" target=\"_blank\" rel=\"noreferrer noopener\">\u5929\u6c14\u9884\u6d4b<\/a>\u4e2d\u5df2\u7ecf\u663e\u8457\u8d85\u8d8a\u4e86\u4f20\u7edf\u65b9\u6cd5\uff0c\u4e0d\u4ec5\u9884\u6d4b\u7cbe\u5ea6\u66f4\u9ad8\uff0c\u4e14\u80fd\u6709\u6548\u51cf\u5c11\u8ba1\u7b97\u6210\u672c\u3002<\/li>\n\n\n\n<li>\u5728\u7ecf\u6d4e\u5b66\u4e2d\uff0c\u57fa\u4e8e\u751f\u6210\u6a21\u578b\u7684\u4ee3\u7406\u53ef\u4ee5\u5728\u66f4\u52a8\u6001\u7684\u73af\u5883\u4e2d\u81ea\u6211\u5b66\u4e60\uff0c\u6a21\u62df\u4e0d\u540c\u653f\u7b56\u5bf9\u5e02\u573a\u7684\u5f71\u54cd\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u957f\u8fdc\u613f\u666f<\/strong>\uff1a\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u5efa\u6a21\u65b9\u5f0f\uff0cAI\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8865\u5145\u6216\u878d\u5408\u4f20\u7edf\u7269\u7406\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">5. <strong>\u95ee\u9898\u6c42\u89e3\uff08Solutions to Large Search Spaces\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u73b0\u72b6\u4e0e\u6311\u6218<\/strong>\uff1a\u8bb8\u591a\u79d1\u5b66\u95ee\u9898\uff08\u5982\u5206\u5b50\u8bbe\u8ba1\uff09\u5177\u6709\u6781\u5927\u7684\u641c\u7d22\u7a7a\u95f4\uff0c\u4ec5\u51ed\u4f20\u7edf\u65b9\u6cd5\u96be\u4ee5\u5168\u9762\u63a2\u7d22\u6700\u4f73\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>AI\u80fd\u529b\u63d0\u5347<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>AlphaProof\u548cAlphaGeometry\u7b49\u7cfb\u7edf\u80fd\u591f\u751f\u6210\u548c\u9a8c\u8bc1\u6570\u5b66\u8bc1\u660e\uff0c\u5728\u56fd\u9645\u6570\u5b66\u5965\u6797\u5339\u514b\uff08IMO\uff09\u4e2d\u89e3\u51b3\u4e86\u56db\u4e2a\u9ad8\u96be\u5ea6\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u5728\u836f\u7269\u8bbe\u8ba1\u9886\u57df\uff0cAI\u901a\u8fc7\u4f18\u5316\u5206\u5b50\u6392\u5217\u663e\u8457\u7f29\u77ed\u836f\u7269\u7b5b\u9009\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6f5c\u529b\u62d3\u5c55<\/strong>\uff1aAI\u53ef\u4ee5\u5229\u7528\u751f\u6210\u6a21\u578b\u5728\u5de8\u5927\u7684\u89e3\u7a7a\u95f4\u4e2d\u5feb\u901f\u5b9a\u4f4d\u5177\u6709\u9ad8\u6f5c\u529b\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e8c\u3001\u5b9e\u73b0AI\u79d1\u5b66\u7684\u5173\u952e\u8981\u7d20\uff08Ingredients for Success\uff09<\/h4>\n\n\n\n<p>\u62a5\u544a\u63d0\u51fa\u4e86<strong>\u201cAI\u79d1\u5b66\u751f\u4ea7\u51fd\u6570\u201d\uff08AI for Science Production Function\uff09<\/strong>\uff0c\u6db5\u76d6\u4ece\u95ee\u9898\u9009\u62e9\u5230\u6280\u672f\u91c7\u7eb3\u7684\u4e5d\u5927\u6838\u5fc3\u8981\u7d20\uff1a<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1. <strong>\u95ee\u9898\u9009\u62e9\uff08Problem Selection\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76ee\u6807<\/strong>\uff1a\u79d1\u5b66\u5bb6\u5e94\u4f18\u5148\u9009\u62e9\u80fd\u591f\u5e26\u6765\u6839\u672c\u6027\u7a81\u7834\u7684\u95ee\u9898\uff0c\u5982\u86cb\u767d\u8d28\u6298\u53e0\u9884\u6d4b\u3002<\/li>\n\n\n\n<li><strong>\u5173\u952e\u7279\u6027<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u95ee\u9898\u9700\u5177\u5907\u5927\u89c4\u6a21\u641c\u7d22\u7a7a\u95f4\u3001\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90\u4ee5\u53ca\u660e\u786e\u7684\u6027\u80fd\u8861\u91cf\u6307\u6807\u3002<\/li>\n\n\n\n<li>\u9002\u5ea6\u7684\u96be\u5ea6\u8bbe\u7f6e\uff0c\u786e\u4fdd\u80fd\u901a\u8fc7\u4e2d\u95f4\u6210\u679c\u6301\u7eed\u6fc0\u52b1\u7814\u7a76\u56e2\u961f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2. <strong>\u8bc4\u4f30\u65b9\u6cd5\uff08Evaluations\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9e\u8df5\u6848\u4f8b<\/strong>\uff1a\u5982\u5929\u6c14\u9884\u6d4b\u6a21\u578b\u5728\u521d\u671f\u4f7f\u7528\u6709\u9650\u53d8\u91cf\u7684\u6027\u80fd\u6307\u6807\uff0c\u540e\u7eed\u6269\u5c55\u5230\u8d85\u8fc71300\u9879\u6307\u6807\u7684\u5168\u9762\u8bc4\u4f30\u3002<\/li>\n\n\n\n<li><strong>\u793e\u533a\u9a71\u52a8<\/strong>\uff1a\u50cfCASP\u86cb\u767d\u8d28\u9884\u6d4b\u7ade\u8d5b\u8fd9\u6837\u7684\u793e\u533a\u57fa\u51c6\u6d4b\u8bd5\uff0c\u6709\u52a9\u4e8e\u63a8\u52a8\u9886\u57df\u5185\u7684\u900f\u660e\u6027\u4e0e\u516c\u4fe1\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3. <strong>\u8ba1\u7b97\u8d44\u6e90\uff08Compute\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d44\u6e90\u5206\u914d\u6311\u6218<\/strong>\uff1aAI\u6a21\u578b\u8bad\u7ec3\u8017\u8d39\u5927\u91cf\u7b97\u529b\uff0c\u9700\u4e0e\u73af\u5883\u53ef\u6301\u7eed\u6027\u8fdb\u884c\u6743\u8861\u3002<\/li>\n\n\n\n<li><strong>\u5e94\u5bf9\u7b56\u7565<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u63d0\u9ad8\u786c\u4ef6\u6548\u7387\uff0c\u5982\u6a21\u578b\u538b\u7f29\u6280\u672f\u3002<\/li>\n\n\n\n<li>\u653f\u5e9c\u5e94\u652f\u6301\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u5e76\u63d0\u5347\u76f8\u5173\u6280\u80fd\u57f9\u8bad\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">4. <strong>\u6570\u636e\u7ba1\u7406\uff08Data Infrastructure\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6a21\u5f0f\u5efa\u8bae<\/strong>\uff1a\u81ea\u4e0a\u800c\u4e0b\u548c\u81ea\u4e0b\u800c\u4e0a\u4e24\u79cd\u6570\u636e\u751f\u6210\u6a21\u5f0f\u9700\u4e92\u8865\u3002<\/li>\n\n\n\n<li><strong>\u5178\u578b\u6848\u4f8b<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>Materials Project\u63a8\u52a8\u65e0\u673a\u6750\u6599\u6570\u636e\u5e93\u5efa\u8bbe\u3002<\/li>\n\n\n\n<li>gnomAD\u57fa\u56e0\u7ec4\u53d8\u5f02\u6570\u636e\u5e93\u4e3a\u57fa\u56e0\u7814\u7a76\u63d0\u4f9b\u9ad8\u8d28\u91cf\u6570\u636e\u652f\u6491\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">5. <strong>\u7ec4\u7ec7\u8bbe\u8ba1\uff08Organizational Design\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e73\u8861\u521b\u65b0\u4e0e\u6267\u884c<\/strong>\uff1a\u9700\u8981\u7ed3\u5408\u81ea\u4e0a\u800c\u4e0b\u7684\u6218\u7565\u89c4\u5212\u4e0e\u81ea\u4e0b\u800c\u4e0a\u7684\u7814\u7a76\u7075\u6d3b\u6027\u3002<\/li>\n\n\n\n<li><strong>\u793a\u8303\u6848\u4f8b<\/strong>\uff1aDeepMind\u901a\u8fc7\u201c\u63a2\u7d22-\u5229\u7528\u201d\u9636\u6bb5\u7684\u8fed\u4ee3\u5207\u6362\uff0c\u4f18\u5316\u4e86AlphaFold\u7684\u5f00\u53d1\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">6. <strong>\u8de8\u5b66\u79d1\u5408\u4f5c\uff08Interdisciplinarity\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u80cc\u666f\u4e0e\u6311\u6218<\/strong>\uff1a\u79d1\u5b66\u95ee\u9898\u7684\u590d\u6742\u6027\u8981\u6c42\u591a\u5b66\u79d1\u5408\u4f5c\uff0c\u4f46\u5b66\u79d1\u58c1\u5792\u548c\u8d44\u52a9\u5bfc\u5411\u9650\u5236\u4e86\u534f\u4f5c\u6df1\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u5e94\u5bf9\u63aa\u65bd<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u9f13\u52b1\u5b66\u79d1\u4ea4\u53c9\u4eba\u624d\u3002<\/li>\n\n\n\n<li>\u5728\u56e2\u961f\u5185\u5efa\u7acb\u957f\u671f\u5408\u4f5c\u6587\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">7. <strong>\u6280\u672f\u91c7\u7eb3\uff08Adoption\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6210\u529f\u6848\u4f8b<\/strong>\uff1aAlphaFold\u7684\u5f00\u6e90\u7b56\u7565\u548c\u7528\u6237\u53cb\u597d\u754c\u9762\u663e\u8457\u63d0\u5347\u4e86\u5176\u5728\u79d1\u5b66\u754c\u7684\u4f7f\u7528\u7387\u3002<\/li>\n\n\n\n<li><strong>\u8fdb\u4e00\u6b65\u6269\u5c55<\/strong>\uff1a\u5f00\u53d1\u4e0d\u540c\u884c\u4e1a\u7684\u5b9a\u5236\u5316\u89e3\u51b3\u65b9\u6848\uff0c\u4f8b\u5982\u4e13\u6ce8\u4e8e\u4e34\u5e8a\u533b\u5b66\u7684Med-Gemini\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">8. <strong>\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff08Partnerships\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u516c\u79c1\u5408\u4f5c<\/strong>\uff1a\u5982DeepMind\u4e0eFrancis Crick\u7814\u7a76\u6240\u8054\u5408\u6d4b\u8bd5AI\u8bbe\u8ba1\u7684\u86cb\u767d\u8d28\u3002<\/li>\n\n\n\n<li><strong>\u5173\u952e\u56e0\u7d20<\/strong>\uff1a\u660e\u786e\u5408\u4f5c\u76ee\u6807\uff0c\u534f\u8c03\u4ea7\u51fa\u6743\u5229\u5206\u914d\uff0c\u6700\u5927\u5316\u5408\u4f5c\u4ef7\u503c\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">9. <strong>\u5b89\u5168\u4e0e\u8d23\u4efb\uff08Safety &amp; Responsibility\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u5b89\u5168\u8bc4\u4f30<\/strong>\uff1a\u4ece\u4f26\u7406\u548c\u98ce\u9669\u8bc4\u4f30\u5165\u624b\uff0c\u5efa\u7acb\u65b0\u7684\u53cc\u7528\u9014\u80fd\u529b\u8bc4\u4f30\u65b9\u6cd5\u3002<\/li>\n\n\n\n<li><strong>\u793e\u533a\u5c42\u9762\u52aa\u529b<\/strong>\uff1a\u63a8\u52a8\u884c\u4e1a\u6807\u51c6\u548c\u5f00\u653e\u5bf9\u8bdd\uff0c\u51cf\u5c11AI\u53ef\u80fd\u5e26\u6765\u7684\u8d1f\u9762\u5f71\u54cd\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e09\u3001AI\u5bf9\u79d1\u5b66\u7684\u6f5c\u5728\u98ce\u9669\uff08Risks\uff09<\/h4>\n\n\n\n<p>AI\u5e26\u6765\u7684\u98ce\u9669\u88ab\u5206\u4e3a\u4e94\u5927\u65b9\u9762\uff1a<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1. <strong>\u521b\u9020\u529b\u7684\u5f71\u54cd\uff08Creativity\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u62c5\u5fe7<\/strong>\uff1aAI\u53ef\u80fd\u538b\u5236\u79d1\u5b66\u5bb6\u7684\u76f4\u89c9\u548c\u975e\u6b63\u7edf\u63a2\u7d22\uff0c\u5bfc\u81f4\u521b\u65b0\u8d8b\u540c\u5316\u3002<\/li>\n\n\n\n<li><strong>\u5e94\u5bf9\u7b56\u7565<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5b9a\u5236AI\u4ee5\u6fc0\u53d1\u4e2a\u6027\u5316\u7684\u7814\u7a76\u7075\u611f\u3002<\/li>\n\n\n\n<li>\u63a2\u7d22AI\u7684\u63d2\u503c\u3001\u5916\u63a8\u53ca\u53d1\u660e\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2. <strong>\u79d1\u5b66\u53ef\u9760\u6027\uff08Reliability\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95ee\u9898<\/strong>\uff1aAI\u751f\u6210\u7ed3\u679c\u7684\u504f\u5dee\u53ef\u80fd\u5f71\u54cd\u79d1\u5b66\u7ed3\u8bba\u7684\u53ef\u4fe1\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5f00\u53d1\u66f4\u900f\u660e\u7684AI\u6a21\u578b\u89e3\u91ca\u673a\u5236\u548c\u8bef\u5dee\u8bc4\u4f30\u6307\u6807\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3. <strong>\u7406\u89e3\u529b\uff08Understanding\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6f5c\u5728\u5f71\u54cd<\/strong>\uff1a\u79d1\u5b66\u5bb6\u53ef\u80fd\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u7406\u89e3\u4f9d\u8d56\u4e8eAI\u8f93\u51fa\u800c\u53d8\u5f97\u80a4\u6d45\u3002<\/li>\n\n\n\n<li><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1aAI\u8f85\u52a9\u5e94\u6ce8\u91cd\u57f9\u517b\u79d1\u5b66\u5bb6\u7684\u76f4\u89c9\u548c\u5206\u6790\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">4. <strong>\u516c\u5e73\u6027\uff08Equity\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6311\u6218<\/strong>\uff1aAI\u6a21\u578b\u53ef\u80fd\u52a0\u5267\u73b0\u6709\u7684\u4e0d\u5e73\u7b49\u73b0\u8c61\uff0c\u4f8b\u5982\u8bad\u7ec3\u6570\u636e\u7684\u504f\u89c1\u3002<\/li>\n\n\n\n<li><strong>\u5efa\u8bae<\/strong>\uff1a\u4f18\u5316\u6570\u636e\u6765\u6e90\uff0c\u589e\u52a0\u591a\u6837\u5316\u7684\u79d1\u5b66\u5bb6\u7fa4\u4f53\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">5. <strong>\u73af\u5883\u5f71\u54cd\uff08Environment\uff09<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53cc\u5203\u5251<\/strong>\uff1aAI\u8ba1\u7b97\u9700\u6c42\u8f83\u9ad8\uff0c\u4f46\u4e5f\u53ef\u80fd\u901a\u8fc7\u4f18\u5316\u80fd\u6e90\u4f7f\u7528\u548c\u9884\u6d4b\u6c14\u5019\u53d8\u5316\u5e26\u6765\u957f\u671f\u76ca\u5904\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u56db\u3001\u653f\u7b56\u5efa\u8bae\uff08Policy Responses\uff09<\/h4>\n\n\n\n<p>\u62a5\u544a\u63d0\u51fa\u56db\u9879\u653f\u7b56\u5efa\u8bae\u4ee5\u63a8\u52a8AI\u5728\u79d1\u5b66\u4e2d\u7684\u5065\u5eb7\u53d1\u5c55\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5236\u5b9a\u5168\u9762\u7684AI\u79d1\u5b66\u53d1\u5c55\u6218\u7565\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u957f\u671f\u8d44\u91d1\u652f\u6301\u65b0\u578b\u79d1\u7814\u673a\u6784\u3002<\/li>\n\n\n\n<li>\u63a8\u52a8\u5f00\u653e\u7684\u793e\u533a\u8bc4\u4f30\u673a\u5236\u3002<\/li>\n\n\n\n<li>\u4fc3\u8fdb\u56fd\u9645\u5408\u4f5c\u4e0e\u591a\u9886\u57df\u534f\u540c\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Google Deepmind\u8fd1\u65e5\u53d1\u5e03\u62a5\u544aA new golden age of discovery&#038;#821 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[36],"tags":[39,94,66],"class_list":["post-5300","post","type-post","status-publish","format-standard","hentry","category-36","tag-ai","tag-agentic-ai","tag-google"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/nullthought.net\/?cat=36\" rel=\"category\">\u79d1\u5b66<\/a>","rttpg_excerpt":"Google Deepmind\u8fd1\u65e5\u53d1\u5e03\u62a5\u544aA new golden age of discovery&#821&hellip;","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/5300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5300"}],"version-history":[{"count":2,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/5300\/revisions"}],"predecessor-version":[{"id":5303,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/5300\/revisions\/5303"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}