{"id":1071852,"date":"2023-04-13T20:03:00","date_gmt":"2023-04-14T03:03:00","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1071852"},"modified":"2024-09-25T03:35:07","modified_gmt":"2024-09-25T10:35:07","slug":"ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee","status":"publish","type":"msr-blog-post","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/articles\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee\/","title":{"rendered":"\u5bf9\u8bddPeter Lee\uff1a\u5927\u6a21\u578b\u5728\u533b\u7597\u5065\u5eb7\u9886\u57df\u5e94\u7528\u7684\u673a\u9047\u4e0e\u6311\u6218"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u4eca\u5e743\u6708\uff0cOpenAI \u63a8\u51fa\u4e86\u5927\u8bed\u8a00\u4eba\u5de5\u667a\u80fd\u6a21\u578b GPT-4\uff0c\u5176\u5728\u63a8\u7406\u3001\u89e3\u51b3\u95ee\u9898\u548c\u8bed\u8a00\u7b49\u65b9\u9762\u7684\u80fd\u529b\u90fd\u6709\u4e86\u663e\u8457\u63d0\u9ad8\uff0c\u4f7f\u5f97\u53d1\u5c55\u957f\u8fbe\u6570\u5341\u5e74\u7684\u4eba\u5de5\u667a\u80fd\u8fdb\u5165\u4e86\u4e00\u4e2a\u65b0\u9636\u6bb5\u3002\u5fae\u8f6f\u5168\u7403\u8d44\u6df1\u526f\u603b\u88c1\u3001\u5fae\u8f6f\u7814\u7a76\u9662\u8d1f\u8d23\u4eba Peter Lee \u662f\u5fae\u8f6f\u5185\u90e8\u6700\u65e9\u4f7f\u7528 GPT-4 \u8fdb\u884c\u8bc4\u4f30\u548c\u5b9e\u9a8c\u7684\u6210\u5458\u4e4b\u4e00\u3002\u8fd1\u671f\u5728\u5fae\u8f6f\u7814\u7a76\u9662\u6700\u65b0\u7684 AI \u524d\u6cbf\u7cfb\u5217\u64ad\u5ba2\u8282\u76ee\u4e2d\uff0cPeter Lee \u4e0e\u5fae\u8f6f\u7814\u7a76\u9662\u526f\u603b\u88c1\u3001\u5fae\u8f6f\u6770\u51fa\u9996\u5e2d\u79d1\u5b66\u5bb6 Ashley Llorens \u8fdb\u884c\u4e86\u4e00\u6b21\u6df1\u5ea6\u5bf9\u8bdd\uff0c\u8868\u8fbe\u4e86\u4ed6\u5bf9\u4e8e\u5927\u6a21\u578b\u5728\u533b\u7597\u5065\u5eb7\u9886\u57df\u5e94\u7528\u6f5c\u529b\u548c\u6311\u6218\u7684\u770b\u6cd5\uff0c\u4ee5\u53ca\u5728\u5927\u6a21\u578b\u6f6e\u6d41\u7684\u5f15\u9886\u4e0b\uff0c\u5fae\u8f6f\u7814\u7a76\u9662\u5bf9\u672a\u6765\u8ba1\u7b97\u7684\u7814\u7a76\u89c4\u5212\u3002\u672c\u6587\u8282\u9009\u4e86\u5bf9\u8bdd\u4e2d\u7684\u90e8\u5206\u5185\u5bb9\uff0c\u5b8c\u6574\u7248\u8bf7\u70b9\u51fb\u64ad\u5ba2\u6536\u542c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.msra.cn\/wp-content\/uploads\/2023\/04\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-800-450.png\" alt=\"ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-800-450\" class=\"wp-image-44830\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"blob:https:\/\/new-cm-edgedigital.pages.dev\/9cf015c5-73cd-4e13-9fdd-8a121cbd7dae\"><\/audio><\/figure>\n\n\n\n<p>\u70b9\u51fb\u6536\u542c\u5bf9\u8bdd\u64ad\u5ba2<\/p>\n\n\n\n<p><strong>Ashley Llorens\uff1a<\/strong>\u901a\u8fc7\u79d1\u5b66\u7814\u7a76\u4e3a\u793e\u4f1a\u521b\u9020\u66f4\u591a\u673a\u9047\u548c\u4ef7\u503c\uff0c\u5e26\u7ed9\u6574\u4e2a\u793e\u4f1a\u66f4\u6709\u610f\u4e49\u7684\u5f71\u54cd\u662f\u6211\u4eec\u5171\u540c\u7684\u76ee\u6807\u3002\u4f60\u4e00\u76f4\u5173\u6ce8\u60c5\u5883\u7814\u7a76\uff08research in context\uff09\uff0c\u5728 GPT-4 \u7b49\u5927\u6a21\u578b\u5f15\u9886\u4eba\u5de5\u667a\u80fd\u6f6e\u6d41\u7684\u5f53\u4e0b\uff0c\u4f60\u6709\u4f55\u65b0\u7684\u770b\u6cd5\uff1f<\/p>\n\n\n\n<p><strong>Peter Lee\uff1a<\/strong>\u60c5\u5883\u7814\u7a76\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u8bfe\u9898\u3002\u8bd5\u60f3\u4e00\u4e0b\uff0c\u4f60\u77e5\u9053\u672a\u6765\u67d0\u4e2a\u65f6\u523b\u4e16\u754c\u7684\u6837\u5b50\uff0c\u7136\u540e\u518d\u5012\u63a8\u56de\u4eca\u5929\u7684\u5de5\u4f5c\u4f1a\u662f\u600e\u6837\u7684\uff1f\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u79d1\u5b66\u5bb6\u4eec\u76f8\u4fe110\u5e74\u4e4b\u540e\u6211\u4eec\u5c06\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u89e3\u51b3\u764c\u75c7\u95ee\u9898\uff0c\u4f46\u968f\u7740\u4eba\u53e3\u8001\u9f84\u5316\u52a0\u5267\uff0c\u672a\u6765\u4e0e\u5e74\u9f84\u76f8\u5173\u7684\u795e\u7ecf\u7cfb\u7edf\u75be\u75c5\u5c06\u5927\u5927\u589e\u52a0\u3002\u5982\u679c\u6211\u4eec\u73b0\u5728\u5c31\u53ef\u4ee5\u610f\u8bc6\u5230\u795e\u7ecf\u7cfb\u7edf\u75be\u75c5\u5728\u672a\u6765\u7684\u91cd\u8981\u6027\uff0c\u5e76\u589e\u52a0\u6295\u5165\uff0c\u90a3\u4e48\u8fd9\u5c06\u4f7f\u672a\u6765\u7684\u4e16\u754c\u4e0e\u6211\u4eec\u4eca\u5929\u7684\u5904\u5883\u622a\u7136\u4e0d\u540c\u3002\u7136\u800c\u5982\u4eca\u7684\u533b\u5b66\u7814\u7a76\u66f4\u805a\u7126\u4e8e\u764c\u75c7\u7814\u7a76\uff0c\u800c\u975e\u795e\u7ecf\u7cfb\u7edf\u75be\u75c5\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u53d8\u5316\u610f\u5473\u7740\u4ec0\u4e48\uff0c\u662f\u5426\u5728\u6307\u5bfc\u6211\u4eec\u7684\u79d1\u7814\u65b9\u5411\uff1f\u5f53\u7136\u79d1\u5b66\u7814\u7a76\u4ecd\u662f\u672a\u6765\u5bfc\u5411\u7684\uff0c\u4f46\u5b83\u65e2\u8981\u5c55\u671b\u672a\u6765\u5341\u5e74\uff0c\u4e5f\u8981\u7740\u773c\u73b0\u5b9e\u4e16\u754c\uff0c\u4e5f\u5c31\u662f\u60c5\u5883\u7814\u7a76\u3002\u73b0\u5728\u770b\u6765\uff0c\u901a\u7528\u4eba\u5de5\u667a\u80fd\u8d85\u8d8a\u4eba\u7c7b\u667a\u80fd\u53ef\u80fd\u662f\u4e0d\u53ef\u907f\u514d\u7684\uff0c\u751a\u81f3\u5728\u672a\u67655-10\u5e74\u5c31\u4f1a\u53d1\u751f\u3002\u90a3\u8fd9\u5bf9\u79d1\u7814\u4f1a\u6709\u4ec0\u4e48\u5f71\u54cd\uff1f\u5b83\u53ef\u80fd\u6bd4\u764c\u75c7\u548c\u795e\u7ecf\u7cfb\u7edf\u75be\u75c5\u66f4\u5177\u98a0\u8986\u6027\u548c\u6311\u6218\u6027\uff0c\u5f71\u54cd\u4e5f\u66f4\u6df1\u8fdc\u3002<\/p>\n\n\n\n<p>\u4e4b\u524d\u6211\u5df2\u7ecf\u7ecf\u5386\u8fc7\u4e94\u6b21\u7c7b\u4f3c\u7684\u6280\u672f\u53d8\u9769\u3002\u7b2c\u4e00\u6b21\u662f\u4e0a\u4e16\u7eaa80\u5e74\u4ee3\u540e\u671f\uff0c\u6211\u5728\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u62c5\u4efb\u52a9\u7406\u6559\u6388\uff0c\u5f53\u65f6\u8bb8\u591a\u9876\u5c16\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u90fd\u5728 3D \u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u9886\u57df\u505a\u51fa\u4e86\u4f18\u79c0\u7684\u7814\u7a76\u6210\u679c\uff0c\u50cf\u5149\u7ebf\u8ffd\u8e2a\uff08ray tracing\uff09\u3001\u8f90\u5c04\u5ea6\uff08radiosity\uff09\u3001\u7845\u7ed3\u6784\uff08silicon architectures\uff09\u8fd9\u4e9b\u60f3\u6cd5\u90fd\u662f\u5728\u90a3\u65f6\u63d0\u51fa\u7684\u3002\u8fd8\u6709 SIGGRAPH \u5927\u4f1a\uff0c\u5f53\u65f6\u6bcf\u5e74\u90fd\u4f1a\u5438\u5f15\u5168\u7403\u6570\u767e\u540d\u79d1\u7814\u4eba\u5458\u5c55\u793a\u5404\u81ea\u7684\u6210\u679c\u3002\u5230\u4e8690\u5e74\u4ee3\u521d\uff0c\u6709\u4e9b\u521d\u521b\u516c\u53f8\u5f00\u59cb\u91c7\u7528\u8fd9\u4e9b\u521b\u65b0\u60f3\u6cd5\uff0c\u8bd5\u56fe\u5c06 3D \u8ba1\u7b97\u673a\u56fe\u5f62\u53d8\u4e3a\u73b0\u5b9e\uff0c\u8fd9\u5176\u4e2d\u7684\u4e00\u5bb6\u5c31\u662f\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u3002\u6700\u7ec8\uff0c 3D \u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u6210\u4e3a\u4e86\u4eba\u4eec\u751f\u6d3b\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd9\u662f\u57fa\u7840\u8ba1\u7b97\u673a\u79d1\u5b66\u7814\u7a76\u53d6\u5f97\u7684\u4e00\u6b21\u5de8\u5927\u6210\u529f\uff0c\u4ee5\u81f3\u4e8e\u4eca\u5929\u4f60\u7684\u53e3\u888b\u4e2d\u5982\u679c\u6ca1\u5e26\u201cGPU\u201d\uff0c\u6ca1\u5e26\u624b\u673a\uff0c\u6574\u4e2a\u4eba\u90fd\u4f1a\u611f\u5230\u4e0d\u8212\u670d\u3002\u8fd9\u79cd\u53d8\u9769\uff0c\u5bf9\u7814\u7a76\u4ea7\u751f\u79ef\u6781\u5f71\u54cd\u7684\u540c\u65f6\uff0c\u4e5f\u5177\u6709\u98a0\u8986\u6027\u3002<\/p>\n\n\n\n<p>\u5f53\u67d0\u4e9b\u9886\u57df\u6269\u5c55\u4e3a\u4eba\u7c7b\u793e\u4f1a\u7684\u57fa\u7840\u8bbe\u65bd\u65f6\uff0c\u5c31\u8131\u79bb\u4e86\u57fa\u7840\u7814\u7a76\u7684\u8303\u7574\uff0c\u540c\u6837\u7684\u60c5\u51b5\u8fd8\u5305\u62ec\u7f16\u8bd1\u5668\u8bbe\u8ba1\uff08\u8fd9\u662f\u6211\u81ea\u5df1\u7684\u7814\u7a76\u9886\u57df\uff09\u3001\u65e0\u7ebf\u7f51\u7edc\u3001\u8d85\u6587\u672c\u548c\u8d85\u94fe\u63a5\u6587\u6863\u3001\u4ee5\u53ca\u64cd\u4f5c\u7cfb\u7edf\u7b49\u7814\u7a76\u3002\u73b0\u5728\u5b83\u4eec\u5df2\u7ecf\u6210\u4e3a\u6211\u4eec\u751f\u6d3b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e1c\u897f\uff0c\u90fd\u4ee3\u8868\u7740\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u4f1f\u5927\u6210\u5c31\u3002\u800c\u4eca\u5929\uff0c\u6211\u4eec\u6b63\u5904\u4e8e\u5411\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8fc7\u6e21\u9636\u6bb5\u4e2d\u3002<\/p>\n\n\n\n<p><strong>Ashley Llorens\uff1a<\/strong>\u4f60\u8ba4\u4e3a\u8fd9\u6b21\u6280\u672f\u8fc7\u6e21\u662f\u5426\u5728\u672c\u8d28\u4e0a\u4e0e\u5176\u4ed6\u540e\u53f0\uff08background\uff09\u6280\u672f\u6709\u6240\u4e0d\u540c\uff1f\u4f60\u63d0\u5230\u6211\u4eec\u6bcf\u5929\u51fa\u95e8\u65f6\u53e3\u888b\u91cc\u90fd\u88c5\u7740\u201cGPU\u201d\uff0c\u4f46\u6211\u4e0d\u662f\u8fd9\u6837\u60f3\u7684\uff0c\u6216\u8bb8\u6211\u5bf9\u6211\u7684\u624b\u673a\u6709\u67d0\u79cd\u62df\u4eba\u5316\u7684\u60f3\u6cd5\u3002\u4f46\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u8bed\u8a00\u6a21\u578b\u662f\u4e00\u79cd\u5177\u6709\u524d\u53f0\u6548\u5e94\uff08foreground effect\uff09\u7684\u6280\u672f\uff0c\u6211\u60f3\u77e5\u9053\uff0c\u4f60\u5728\u5176\u4e2d\u662f\u5426\u770b\u5230\u4e86\u4e0d\u540c\u4e4b\u5904\uff1f<\/p>\n\n\n\n<p><strong>Peter Lee\uff1a<\/strong>\u6211\u8ba4\u4e3a\uff0c\u5bf9\u7814\u7a76\u673a\u6784\u3001\u5b66\u672f\u754c\u3001\u9886\u57df\u5185\u7684\u7814\u7a76\u4eba\u5458\u6765\u8bf4\u6ca1\u6709\u4ec0\u4e48\u4e0d\u540c\uff0c\u4f46\u5bf9\u4e8e\u6280\u672f\u7684\u6d88\u8d39\u8005\u548c\u4f7f\u7528\u8005\uff0c\u611f\u53d7\u5374\u6709\u5f88\u5927\u4e0d\u540c\u3002\u76f8\u6bd4\u540c\u6837\u4ece\u5b66\u672f\u7814\u7a76\u8d70\u5165\u73b0\u5b9e\u7684\u89e6\u63a7\u53ef\u6269\u7f29\u653e\u7684\u7528\u6237\u4f53\u9a8c\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5f71\u54cd\u53ef\u80fd\u4f1a\u66f4\u6df1\u8fdc\u3002<\/p>\n\n\n\n<p>\u8fd9\u53c8\u5e26\u6765\u4e00\u4e2a\u5927\u95ee\u9898\uff0c\u5f53\u6211\u4eec\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u4ea4\u4e92\u65f6\uff0c\u5373\u4f7f\u77e5\u9053\u5b83\u4e0d\u662f\u6709\u611f\u60c5\u3001\u6709\u60c5\u7eea\u3001\u6709\u77e5\u89c9\u7684\u751f\u7269\uff0c\u4f46\u53c8\u4e0d\u7531\u81ea\u4e3b\u5730\u8fd9\u4e48\u60f3\uff0c\u8fd9\u662f\u8fdb\u5316\u4e2d\u7684\u56fa\u6709\u601d\u60f3\u3002\u5c31\u50cf\u6211\u4eec\u4ea7\u751f\u89c6\u89c9\u5e7b\u50cf\u65f6\uff0c\u7406\u667a\u4e0a\u6df1\u77e5\u8fd9\u662f\u5e7b\u89c9\uff0c\u4f46\u5927\u8111\u5374\u65e0\u6cd5\u514b\u670d\uff0c\u8fd9\u79cd\u786c\u6027\u8fde\u63a5\u5f15\u5bfc\u6211\u4eec\u5c06\u7cfb\u7edf\u62df\u4eba\u5316\uff0c\u4e5f\u56e0\u6b64\u8ba9\u5b83\u4eec\u8d70\u5230\u4e86\u524d\u53f0\u3002<\/p>\n\n\n\n<p><strong>Ashley Llorens\uff1a<\/strong>\u63a5\u4e0b\u6765\u6211\u4eec\u628a\u8bdd\u9898\u8f6c\u5411\u76ee\u524d\u4f60\u6b63\u5728\u52aa\u529b\u7684\u533b\u7597\u5065\u5eb7\u9886\u57df\u4ee5\u53ca\u5728\u5fae\u8f6f\u7684\u5386\u7a0b\u3002\u4f60\u66fe\u8bf4\u8fc7\u628a\u524d\u6cbf\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5f15\u5165\u533b\u7597\u5065\u5eb7\u7cfb\u7edf\u9762\u4e34\u8bf8\u591a\u6311\u6218\uff0c\u5728 GPT-4 \u548c\u5927\u89c4\u6a21\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53d1\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u4eba\u5de5\u667a\u80fd\u4e0e\u533b\u7597\u5065\u5eb7\u7ed3\u5408\u65f6\u662f\u5426\u4f1a\u6709\u4e0d\u540c\uff1f<\/p>\n\n\n\n<p><strong>Peter Lee\uff1a<\/strong>GPT-4 \u662f\u5426\u771f\u7684\u4f1a\u7ed9\u533b\u7597\u5065\u5eb7\u9886\u57df\u5e26\u6765\u65b0\u7684\u4e0d\u540c\u8fd8\u9700\u8981\u68c0\u9a8c\u3002\u56e0\u4e3a\u6211\u4eec\u66fe\u7ecf\u4e5f\u5bf9\u8ba1\u7b97\u673a\u6280\u672f\u5e2e\u52a9\u533b\u7597\u5065\u5eb7\u9886\u57df\u6216\u4fc3\u8fdb\u533b\u5b66\u8fdb\u6b65\u6301\u4e50\u89c2\u6001\u5ea6\uff0c\u4f46\u5374\u4e00\u6b21\u6b21\u5931\u671b\u3002\u8fd9\u4e9b\u6311\u6218\u53ef\u80fd\u6e90\u4e8e\u8fc7\u5ea6\u4e50\u89c2\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u8ba1\u7b97\u673a\u79d1\u7814\u4eba\u5458\uff0c\u6211\u4eec\u770b\u5230\u4e86\u533b\u7597\u9886\u57df\u7684\u4e00\u4e9b\u95ee\u9898\uff0c\u4f8b\u5982\u5bf9\u8bfb\u53d6\u653e\u5c04\u56fe\u50cf\u548c\u6d4b\u91cf\u80bf\u7624\u751f\u957f\u7684\u7814\u7a76\uff0c\u6216\u5bf9\u9274\u522b\u8bca\u65ad\u9009\u9879\u6216\u6cbb\u7597\u9009\u9879\u6392\u5e8f\u95ee\u9898\u7684\u7814\u7a76\uff0c\u6211\u4eec\u8ba4\u4e3a\u81ea\u5df1\u77e5\u9053\u5982\u4f55\u7528\u8ba1\u7b97\u673a\u79d1\u5b66\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002\u800c\u533b\u5b66\u754c\u4e5f\u5728\u5173\u6ce8\u7740\u8ba1\u7b97\u673a\u79d1\u5b66\u7814\u7a76\u548c\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4ed6\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u3001\u673a\u5668\u5b66\u4e60\u548c\u4e91\u8ba1\u7b97\u5370\u8c61\u6df1\u523b\u3002\u56e0\u6b64\uff0c\u6765\u81ea\u4e24\u4e2a\u9886\u57df\u7684\u8fd9\u79cd\u96be\u4ee5\u7f6e\u4fe1\u7684\u4e50\u89c2\u60c5\u7eea\uff0c\u6700\u7ec8\u53d8\u6210\u4e86\u8fc7\u5ea6\u4e50\u89c2\u3002\u56e0\u4e3a\u5c06\u8ba1\u7b97\u673a\u6280\u672f\u6574\u5408\u5230\u533b\u7597\u5065\u5eb7\u548c\u533b\u5b66\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u5b9e\u9645\u6311\u6218\uff0c\u662f\u8981\u786e\u4fdd\u5b83\u7684\u5b89\u5168\u6027\uff0c\u5e76\u4e14\u771f\u6b63\u53d1\u6325\u8ba1\u7b97\u673a\u6280\u672f\u7684\u6700\u5927\u80fd\u529b\uff0c\u4f46\u8fd9\u662f\u975e\u5e38\u56f0\u96be\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2.jpg\" alt=\"a doctor\" class=\"wp-image-1071987\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-2-960x540.jpg 960w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u53e6\u5916\uff0c\u5728\u533b\u5b66\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8bca\u65ad\u548c\u6cbb\u7597\u8fc7\u7a0b\u90fd\u53d1\u751f\u5728\u4e0d\u7a33\u5b9a\u7684\u73af\u5883\u4e2d\uff0c\u8fd9\u5c31\u5bfc\u81f4\u5728\u673a\u5668\u5b66\u4e60\u7684\u73af\u5883\u4e2d\u6d89\u53ca\u5f88\u591a\u6df7\u6742\u56e0\u7d20\u3002\u7531\u4e8e\u533b\u5b66\u662f\u5efa\u7acb\u5728\u5bf9\u56e0\u679c\u5173\u7cfb\u7684\u7cbe\u786e\u7406\u89e3\u548c\u63a8\u7406\u4e4b\u4e0a\u7684\uff0c\u6240\u4ee5\u8fd9\u4e9b\u6df7\u6742\u56e0\u7d20\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u73b0\u5728\u673a\u5668\u5b66\u4e60\u91cc\u6700\u597d\u7684\u5de5\u5177\u672c\u8d28\u4e0a\u662f\u76f8\u5173\u6027\u7684\u673a\u5668\uff08correlation machines\uff09\u3002\u76f8\u5173\u6027\u548c\u56e0\u679c\u5173\u7cfb\u662f\u4e0d\u540c\u7684\uff0c\u4f8b\u5982\uff0c\u5438\u70df\u662f\u5426\u4f1a\u81f4\u764c\uff0c\u8003\u8651\u5230\u6df7\u6742\u56e0\u7d20\u7684\u5f71\u54cd\u5e76\u4e86\u89e3\u5176\u4e2d\u5b58\u5728\u7684\u56e0\u679c\u5173\u7cfb\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/p>\n\n\n\n<p>\u8c08\u5230 GPT-4 \uff0c\u6211\u7b2c\u4e00\u6b21\u89c1\u5230\u5b83\u65f6\uff0c\u662f OpenAI \u7684\u4eba\u5458\u6f14\u793a\u4ee3\u53f7\u4e3a Davinci 3 \u7684 GPT-4 \u65e9\u671f\u7248\u672c\uff0c\u5e76\u8ba9\u5b83\u56de\u7b54 AP Biology\uff08\u5927\u5b66\u8fdb\u9636\u751f\u7269\u5b66\uff09\u7684\u95ee\u9898\u3002\u5728\u8fd9\u6b21\u8003\u8bd5\u4e2d\uff0c\u6211\u8ba4\u4e3a\u5b83\u5f97\u4e86\u6700\u9ad8\u52065\u5206\u3002AP Biology \u7684\u8bd5\u9898\u901a\u5e38\u662f\u9009\u62e9\u9898\uff0c\u4f46\u8be5\u7cfb\u7edf\u5374\u80fd\u591f\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5bf9\u5176\u9009\u62e9\u7684\u7b54\u6848\u505a\u51fa\u89e3\u91ca\uff0c\u8ba9\u6211\u5403\u60ca\u7684\u662f\uff0c\u5b83\u5728\u89e3\u91ca\u4e2d\u4f7f\u7528\u4e86\u201c\u56e0\u4e3a\u201d\u8fd9\u4e2a\u8bcd\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u5b83\u4f1a\u8bf4\u201c\u6211\u8ba4\u4e3a\u7b54\u6848\u662f C\u3002\u56e0\u4e3a\u5f53\u4f60\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\u95ee\u9898\u65f6\uff0c\u4f1a\u5f15\u53d1\u5176\u4ed6\u751f\u7269\u5b66\u95ee\u9898\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u6392\u9664\u7b54\u6848 A\u3001B \u548c E\uff0c\u7136\u540e\u53c8\u56e0\u4e3a\u5176\u4ed6\u56e0\u7d20\uff0c\u6392\u9664\u7b54\u6848 D\uff0c\u6240\u6709\u7684\u539f\u56e0\u548c\u7ed3\u679c\u90fd\u662f\u4e00\u81f4\u7684\u3002\u201d\u6211\u4eec\u90fd\u4e0d\u6e05\u695a\u4e3a\u4ec0\u4e48\u4e00\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u4f1a\u5177\u6709\u56e0\u679c\u5206\u6790\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u8fd9\u53ea\u662f GPT-4 \u767e\u5206\u4e4b\u4e00\u7684\u80fd\u529b\uff0c\u5b83\u4f3c\u4e4e\u514b\u670d\u4e86\u4e00\u4e9b\u963b\u788d\u673a\u5668\u667a\u80fd\u878d\u5165\u533b\u7597\u5065\u5eb7\u548c\u533b\u5b66\u4e2d\u7684\u56e0\u7d20\uff0c\u4f8b\u5982\u63a8\u7406\u3001\u89e3\u91ca\u80fd\u529b\u3002\u518d\u52a0\u4e0a GPT-4 \u7684\u6cdb\u5316\u80fd\u529b\uff0c\u8fd9\u4f3c\u4e4e\u8ba9\u6211\u4eec\u5bf9\u5176\u5728\u533b\u5b66\u9886\u57df\u7684\u4f5c\u7528\u66f4\u4e50\u89c2\uff0c\u8ba4\u4e3a\u5b83\u6709\u53ef\u80fd\u5e26\u6765\u4e0d\u540c\u7684\u672a\u6765\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u4eec\u4e0d\u5fc5\u5b8c\u5168\u4e13\u6ce8\u4e8e\u4e34\u5e8a\u5e94\u7528\u3002GPT-4 \u5f88\u64c5\u957f\u586b\u5199\u8868\u683c\uff0c\u51cf\u8f7b\u6587\u672c\u5de5\u4f5c\u7684\u8d1f\u62c5\uff0c\u5b83\u77e5\u9053\u5982\u4f55\u7533\u8bf7\u533b\u4fdd\u62a5\u9500\u7684\u4e8b\u5148\u6388\u6743\uff0c\u8fd9\u662f\u533b\u751f\u76ee\u524d\u4e3b\u8981\u7684\u884c\u653f\u548c\u6587\u672c\u8d1f\u62c5\u3002\u76f8\u5173\u5de5\u4f5c\u5e76\u6ca1\u6709\u771f\u6b63\u5f71\u54cd\u5230\u6538\u5173\u751f\u6b7b\u7684\u8bca\u65ad\u6216\u6cbb\u7597\u7684\u51b3\u5b9a\uff0c\u4f46\u8fd9\u4e9b\u540e\u53f0\u529f\u80fd\u540c\u6837\u4e5f\u662f\u5fae\u8f6f\u7684\u91cd\u8981\u4e1a\u52a1\u3002\u6709\u5f88\u591a\u7406\u7531\u53ef\u4ee5\u8ba9\u6211\u4eec\u76f8\u4fe1\uff0c\u4e0e OpenAI \u7684\u5408\u4f5c\u80fd\u591f\u5e26\u6765\u98a0\u8986\u6027\u7684\u6539\u53d8\u3002<\/p>\n\n\n\n<p><strong>Ashley Llorens\uff1a<\/strong>\u6bcf\u4e00\u9879\u65b0\u6280\u672f\u7684\u51fa\u73b0\u90fd\u4f1a\u4f34\u968f\u7740\u76f8\u5173\u7684\u673a\u9047\u548c\u98ce\u9669\u3002\u8fd9\u79cd\u65b0\u578b\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548c\u7cfb\u7edf\u6709\u7740\u6839\u672c\u7684\u4e0d\u540c\uff0c\u56e0\u4e3a\u5b83\u4eec\u4e0d\u662f\u5b66\u4e60\u7279\u5b9a\u529f\u80fd\u7684\u6620\u5c04\u3002\u4f46\u5728\u5404\u79cd\u5404\u6837\u7684\u5e94\u7528\u4e2d\uff0c\u5373\u4f7f\u662f\u8fd9\u6837\u7684\u673a\u5668\u5b66\u4e60\u4e5f\u6709\u5f88\u591a\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\u3002\u4f60\u5982\u4f55\u770b\u5f85\u8fd9\u79cd\u901a\u7528\u6280\u672f\u5728\u533b\u7597\u5065\u5eb7\u7b49\u9886\u57df\u6240\u5e26\u6765\u7684\u673a\u9047\u548c\u98ce\u9669\uff1f<\/p>\n\n\n\n<p><strong>Peter Lee\uff1a<\/strong>\u6211\u8ba4\u4e3a\u6709\u4e00\u4ef6\u4e8b\u5f15\u8d77\u4e86\u5927\u91cf\u793e\u4ea4\u5a92\u4f53\u548c\u516c\u5171\u5a92\u4f53\u4e0d\u5fc5\u8981\u7684\u5173\u6ce8\uff0c\u90a3\u5c31\u662f\u7cfb\u7edf\u51fa\u73b0\u5e7b\u89c9\uff08hallucination\uff09\u6216\u8005\u8131\u8f68\u7684\u65f6\u5019\u3002\u8fd9\u662f GPT-4 \u548c\u5176\u4ed6\u7c7b\u4f3c\u7cfb\u7edf\u6709\u65f6\u4f1a\u9047\u5230\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u5b83\u4eec\u4f1a\u7f16\u9020\u4e00\u4e9b\u4fe1\u606f\u3002\u8fc7\u53bb\u51e0\u4e2a\u6708\uff0c\u968f\u7740 GPT-4 \u7684\u7a33\u6b65\u53d1\u5c55\uff0c\u5b83\u4ea7\u751f\u7684\u5e7b\u89c9\u8d8a\u6765\u8d8a\u5c11\u3002\u6211\u4eec\u4e5f\u4e86\u89e3\u5230\uff0c\u8fd9\u79cd\u503e\u5411\u4f3c\u4e4e\u4e0e GPT-4 \u7684\u521b\u9020\u529b\u6709\u5173\uff0c\u5b83\u80fd\u505a\u51fa\u660e\u667a\u7684\u3001\u6709\u6839\u636e\u7684\u731c\u6d4b\uff0c\u80fd\u8fdb\u884c\u667a\u80fd\u7684\u63a8\u6d4b\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u7b2c\u4e00\u4e2a\u4f60\u53ef\u4ee5\u95ee\u5b83\u6ca1\u6709\u4efb\u4f55\u5df2\u77e5\u7b54\u6848\u7684\u95ee\u9898\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002\u800c\u95ee\u9898\u662f\uff0c\u6211\u4eec\u80fd\u5b8c\u5168\u76f8\u4fe1\u5b83\u6240\u7ed9\u51fa\u7684\u7b54\u6848\u5417\uff1fGPT-4 \u5177\u6709\u5c40\u9650\u6027\uff0c\u5c24\u5176\u5728\u6570\u5b66\u95ee\u9898\u4e2d\u3002\u5b83\u5f88\u64c5\u957f\u89e3\u57fa\u672c\u7684\u5fae\u5206\u65b9\u7a0b\u548c\u5fae\u79ef\u5206\uff0c\u4f46\u5728\u7edf\u8ba1\u4e2d\u5374\u4f1a\u72af\u57fa\u7840\u6027\u9519\u8bef\u3002\u6211\u5728\u54c8\u4f5b\u533b\u5b66\u9662\u7684\u540c\u4e8b\u5c31\u9047\u5230\u8fc7\u4e00\u4e2a\u95ee\u9898\uff0c\u5728\u4e00\u4e2a\u6807\u51c6\u76ae\u5c14\u900a\u76f8\u5173\u7684\u6570\u5b66\u95ee\u9898\u4e0a\uff0c\u5b83\u4f3c\u4e4e\u603b\u5fd8\u8bb0\u5bf9\u4e00\u4e2a\u6570\u636e\u9879\u8fdb\u884c\u5e73\u65b9\u3002\u6709\u8da3\u7684\u662f\uff0c\u5f53\u4f60\u5411 GPT-4 \u6307\u51fa\u9519\u8bef\u65f6\uff0c\u5b83\u7684\u7b2c\u4e00\u56de\u7b54\u662f\uff0c\u201c\u4e0d\uff0c\u6211\u6ca1\u72af\u9519\uff0c\u662f\u4f60\u9519\u4e86\u3002\u201d\u968f\u7740\u7cfb\u7edf\u7684\u6539\u8fdb\uff0c\u73b0\u5728\u8fd9\u79cd\u6307\u8d23\u7528\u6237\u72af\u9519\u8bef\u7684\u884c\u4e3a\u4e0d\u4f1a\u518d\u53d1\u751f\u4e86\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\u4e00\u4e2a\u66f4\u5927\u7684\u95ee\u9898\u4e0e\u201c\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u201d\u6709\u5173\uff0c\u8fd9\u4e00\u76f4\u662f\u6574\u4e2a\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\u7684\u91cd\u8981\u7814\u7a76\u8bfe\u9898\uff0c\u4f46\u6211\u60f3\u8fd9\u4e2a\u8bcd\u73b0\u5728\u6709\u53ef\u80fd\u4e0d\u518d\u5408\u9002\u4e86\uff0c\u6211\u4eec\u53ef\u4ee5\u79f0\u4e4b\u4e3a\u201c\u793e\u4f1a\u6027\u7684\u4eba\u5de5\u667a\u80fd\uff08societal AI\uff09\u201d\u6216\u5176\u4ed6\u7684\u672f\u8bed\u3002\u5b83\u4e0d\u662f\u6b63\u786e\u4e0e\u9519\u8bef\u7684\u95ee\u9898\uff0c\u4e5f\u4e0d\u4ec5\u4ec5\u662f\u5b83\u4f1a\u88ab\u8bef\u7528\u800c\u4ea7\u751f\u6709\u5bb3\u7684\u4fe1\u606f\uff0c\u800c\u662f\u5728\u76d1\u7ba1\u5c42\u9762\u7684\u66f4\u5927\u7684\u95ee\u9898\uff0c\u8fd8\u6709\u5728\u793e\u4f1a\u5c42\u9762\u7684\u5de5\u4f5c\u6d41\u5931\uff0c\u65b0\u7684\u6570\u5b57\u9e3f\u6c9f\uff0c\u4ee5\u53ca\u5bcc\u4eba\u548c\u7a77\u4eba\u83b7\u5f97\u8fd9\u4e9b\u5de5\u5177\u7684\u6743\u5229\u3002\u8fd9\u4e9b\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u4e5f\u4f1a\u76f4\u63a5\u5f71\u54cd\u7740\u5b83\u5728\u533b\u7597\u5065\u5eb7\u9886\u57df\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-1024x576.jpg\" alt=\"diagram\" class=\"wp-image-1071990\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3-1280x720.jpg 1280w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/ai-frontiers-ai-for-health-and-the-future-of-research-with-peter-lee-3.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ashley Llorens\uff1a<\/strong>\u4fe1\u4efb\u95ee\u9898\u662f\u591a\u65b9\u9762\u7684\uff0c\u65e2\u5305\u62ec\u5728\u673a\u6784\u5c42\u9762\uff0c\u4e5f\u5305\u62ec\u505a\u51fa\u51b3\u7b56\u7684\u4e2a\u4eba\u3002\u4ed6\u4eec\u9700\u8981\u4f5c\u51fa\u8270\u96be\u7684\u6289\u62e9\uff0c\u6bd4\u5982\uff0c\u5728\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u4f55\u65f6\u4f55\u5730\u4ee5\u53ca\u662f\u5426\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u3002\u4f60\u5982\u4f55\u770b\u5f85\u533b\u7597\u5065\u5eb7\u4e13\u4e1a\u4eba\u5458\u505a\u51fa\u6b64\u7c7b\u51b3\u5b9a\uff1f\u5728\u5c06\u8fd9\u4e9b\u51b3\u7b56\u4ed8\u8bf8\u5e94\u7528\u65f6\uff0c\u5b58\u5728\u54ea\u4e9b\u969c\u788d\uff1f\u52aa\u529b\u7684\u65b9\u5411\u53c8\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p><strong>Peter Lee\uff1a<\/strong>\u5173\u4e8e GPT-4 \u53ca\u540c\u7c7b\u6280\u672f\u5e94\u8be5\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u5e94\u7528\uff0c\u4ee5\u53ca\u5982\u4f55\u76d1\u7ba1\uff0c\u6709\u7740\u5f88\u591a\u8ba8\u8bba\u3002\u7f8e\u56fd\u6709\u4e00\u4e2a\u76d1\u7ba1\u673a\u6784\u662f\u98df\u54c1\u548c\u836f\u7269\u7ba1\u7406\u5c40\uff08FDA\uff09\uff0c\u4ed6\u4eec\u6709\u6743\u76d1\u7ba1\u533b\u7597\u8bbe\u5907\u3002\u6709\u4e00\u7c7b\u533b\u7597\u8bbe\u5907\u53eb\u505a\u8f6f\u4ef6\u5373\u533b\u7597\u8bbe\u5907\uff08software as a medical device\uff0cSaMD\uff09\uff0c\u5728\u8fc7\u53bb\u56db\u4e94\u5e74\u4e2d\u5927\u5bb6\u8ba8\u8bba\u6700\u591a\u7684\u662f\u5982\u4f55\u76d1\u7ba1\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6216\u4eba\u5de5\u667a\u80fd\u7684 SaMD\u3002\u6e10\u6e10\u5730\uff0cFDA \u8d8a\u6765\u8d8a\u591a\u5730\u6279\u51c6\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7684\u533b\u7597\u8bbe\u5907\u3002\u5728\u6211\u770b\u6765\uff0cFDA 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\u8fdb\u884c\u4e34\u5e8a\u9a8c\u8bc1\u6ca1\u6709\u610f\u4e49\u3002<\/p>\n\n\n\n<p>\u4f60\u7684\u7b2c\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u8fd9\u4ef6\u4e8b\u5e94\u8be5\u88ab\u76d1\u7ba1\u5417\uff1f\u5982\u679c\u8981\u76d1\u7ba1\uff0c\u5e94\u8be5\u600e\u4e48\u505a\uff1f\u8fd9\u76f8\u5f53\u4e8e\u628a\u533b\u751f\u7684\u5927\u8111\u653e\u5728\u4e00\u4e2a\u76d2\u5b50\u91cc\u3002\u5047\u8bbe\uff0c\u6709\u4e00\u4f4d\u4f1f\u5927\u7684\u810a\u67f1\u5916\u79d1\u533b\u751f\uff0c\u5982\u679c\u628a\u4ed6\u7684\u5927\u8111\u653e\u5728\u4e00\u4e2a\u76d2\u5b50\u91cc\uff0c\u8bf7\u4f60\u9a8c\u8bc1\u8fd9\u4e2a\u4e1c\u897f\uff0c\u4f60\u4f1a\u600e\u4e48\u60f3\uff1f\u4ec0\u4e48\u6837\u7684\u6846\u67b6\u9002\u7528\u4e8e\u5b83\uff1f\u76d1\u7ba1\u673a\u6784\u53ef\u80fd\u4f1a\u505a\u51fa\u53cd\u5e94\u5e76\u5b9e\u65bd\u4e00\u4e9b\u89c4\u5219\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u5c06\u662f\u9519\u8bef\u7684\uff0c\u81f3\u5c11\u5728\u76ee\u524d\uff0c\u5b9e\u65bd\u7684\u89c4\u5219\u5e94\u8be5\u662f\u9488\u5bf9\u4eba\u7684\uff0c\u800c\u4e0d\u662f\u673a\u5668\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u7684\u95ee\u9898\u662f\u533b\u751f\u548c\u62a4\u58eb\u3001\u63a5\u5f85\u5458\u548c\u4fdd\u9669\u7406\u8d54\u5458\uff0c\u4ee5\u53ca\u6240\u6709\u76f8\u5173\u4eba\u5458\uff0c\u4ed6\u4eec\u7684\u6307\u5bfc\u65b9\u9488\u662f\u4ec0\u4e48\u3002\u8fd9\u4e9b\u51b3\u5b9a\u4e0d\u662f\u76d1\u7ba1\u673a\u6784\u7684\u4e8b\u60c5\uff0c\u800c\u662f\u533b\u5b66\u754c\u672c\u8eab\u5e94\u8be5\u5bf9\u8fd9\u4e9b\u6307\u5bfc\u65b9\u9488\u548c\u89c4\u5219\u7684\u5236\u5b9a\u8d1f\u8d23\uff0c\u751a\u81f3\u901a\u8fc7\u533b\u7597\u8bb8\u53ef\u548c\u5176\u4ed6\u8ba4\u8bc1\u6765\u5f3a\u5236\u6267\u884c\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u4eca\u5929\u6240\u5904\u7684\u4f4d\u7f6e\uff0c\u4eba\u7c7b\u8981\u81ea\u6211\u8d1f\u8d23\uff0c\u81ea\u6211\u76d1\u7ba1\u548c\u89c4\u8303\u81ea\u5df1\u7684\u884c\u4e3a\u3002<\/p>\n\n\n\n<p><strong>Ashley Llorens\uff1a<\/strong>\u56f4\u7ed5\u6d4b\u8bd5\u548c\u8bc4\u4f30\uff0c\u4ee5\u53ca\u76f8\u5173\u7684\u8bb8\u53ef\u95ee\u9898\u8fdb\u884c\u7814\u7a76\uff0c\u4e5f\u548c\u521b\u5efa\u6a21\u578b\u672c\u8eab\u4e00\u6837\u6709\u610f\u601d\u3002<\/p>\n\n\n\n<p><strong>Peter Lee\uff1a<\/strong>\u5728\u8fd9\u91cc\uff0c\u6211\u60f3\u501f\u673a\u8d5e\u626c\u4e00\u4e0b OpenAI \u56e2\u961f\u7684\u6210\u5458\u3002\u6211\u4eec\u5728\u5fae\u8f6f\u7814\u7a76\u9662\u7684\u540c\u4e8b\u975e\u5e38\u5e78\u8fd0\uff0c\u53ef\u4ee5\u63d0\u524d\u4e86\u89e3\u65b0\u6280\u672f\u5bf9\u4eba\u7c7b\u53d1\u5c55\u5173\u952e\u9886\u57df\u7684\u5f71\u54cd\uff0c\u5982\u5065\u5eb7\u548c\u533b\u5b66\u3001\u6559\u80b2\u7b49\u3002OpenAI 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\u5927\u4f1a\uff0c\u5f53\u65f6\u6bcf\u5e74\u90fd\u4f1a\u5438\u5f15\u5168\u7403\u6570\u767e\u540d\u79d1\u7814\u4eba\u5458\u5c55\u793a\u5404\u81ea\u7684\u6210\u679c\u3002\u5230\u4e8690\u5e74\u4ee3\u521d\uff0c\u6709\u4e9b\u521d\u521b\u516c\u53f8\u5f00\u59cb\u91c7\u7528\u8fd9\u4e9b\u521b\u65b0\u60f3\u6cd5\uff0c\u8bd5\u56fe\u5c06 3D \u8ba1\u7b97\u673a\u56fe\u5f62\u53d8\u4e3a\u73b0\u5b9e\uff0c\u8fd9\u5176\u4e2d\u7684\u4e00\u5bb6\u5c31\u662f\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u3002\u6700\u7ec8\uff0c 3D \u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u6210\u4e3a\u4e86\u4eba\u4eec\u751f\u6d3b\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd9\u662f\u57fa\u7840\u8ba1\u7b97\u673a\u79d1\u5b66\u7814\u7a76\u53d6\u5f97\u7684\u4e00\u6b21\u5de8\u5927\u6210\u529f\uff0c\u4ee5\u81f3\u4e8e\u4eca\u5929\u4f60\u7684\u53e3\u888b\u4e2d\u5982\u679c\u6ca1\u5e26\u201cGPU\u201d\uff0c\u6ca1\u5e26\u624b\u673a\uff0c\u6574\u4e2a\u4eba\u90fd\u4f1a\u611f\u5230\u4e0d\u8212\u670d\u3002\u8fd9\u79cd\u53d8\u9769\uff0c\u5bf9\u7814\u7a76\u4ea7\u751f\u79ef\u6781\u5f71\u54cd\u7684\u540c\u65f6\uff0c\u4e5f\u5177\u6709\u98a0\u8986\u6027\u3002 \u5f53\u67d0\u4e9b\u9886\u57df\u6269\u5c55\u4e3a\u4eba\u7c7b\u793e\u4f1a\u7684\u57fa\u7840\u8bbe\u65bd\u65f6\uff0c\u5c31\u8131\u79bb\u4e86\u57fa\u7840\u7814\u7a76\u7684\u8303\u7574\uff0c\u540c\u6837\u7684\u60c5\u51b5\u8fd8\u5305\u62ec\u7f16\u8bd1\u5668\u8bbe\u8ba1\uff08\u8fd9\u662f\u6211\u81ea\u5df1\u7684\u7814\u7a76\u9886\u57df\uff09\u3001\u65e0\u7ebf\u7f51\u7edc\u3001\u8d85\u6587\u672c\u548c\u8d85\u94fe\u63a5\u6587\u6863\u3001\u4ee5\u53ca\u64cd\u4f5c\u7cfb\u7edf\u7b49\u7814\u7a76\u3002\u73b0\u5728\u5b83\u4eec\u5df2\u7ecf\u6210\u4e3a\u6211\u4eec\u751f\u6d3b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e1c\u897f\uff0c\u90fd\u4ee3\u8868\u7740\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u4f1f\u5927\u6210\u5c31\u3002\u800c\u4eca\u5929\uff0c\u6211\u4eec\u6b63\u5904\u4e8e\u5411\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8fc7\u6e21\u9636\u6bb5\u4e2d\u3002 Ashley Llorens\uff1a\u4f60\u8ba4\u4e3a\u8fd9\u6b21\u6280\u672f\u8fc7\u6e21\u662f\u5426\u5728\u672c\u8d28\u4e0a\u4e0e\u5176\u4ed6\u540e\u53f0\uff08background\uff09\u6280\u672f\u6709\u6240\u4e0d\u540c\uff1f\u4f60\u63d0\u5230\u6211\u4eec\u6bcf\u5929\u51fa\u95e8\u65f6\u53e3\u888b\u91cc\u90fd\u88c5\u7740\u201cGPU\u201d\uff0c\u4f46\u6211\u4e0d\u662f\u8fd9\u6837\u60f3\u7684\uff0c\u6216\u8bb8\u6211\u5bf9\u6211\u7684\u624b\u673a\u6709\u67d0\u79cd\u62df\u4eba\u5316\u7684\u60f3\u6cd5\u3002\u4f46\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u8bed\u8a00\u6a21\u578b\u662f\u4e00\u79cd\u5177\u6709\u524d\u53f0\u6548\u5e94\uff08foreground effect\uff09\u7684\u6280\u672f\uff0c\u6211\u60f3\u77e5\u9053\uff0c\u4f60\u5728\u5176\u4e2d\u662f\u5426\u770b\u5230\u4e86\u4e0d\u540c\u4e4b\u5904\uff1f Peter Lee\uff1a\u6211\u8ba4\u4e3a\uff0c\u5bf9\u7814\u7a76\u673a\u6784\u3001\u5b66\u672f\u754c\u3001\u9886\u57df\u5185\u7684\u7814\u7a76\u4eba\u5458\u6765\u8bf4\u6ca1\u6709\u4ec0\u4e48\u4e0d\u540c\uff0c\u4f46\u5bf9\u4e8e\u6280\u672f\u7684\u6d88\u8d39\u8005\u548c\u4f7f\u7528\u8005\uff0c\u611f\u53d7\u5374\u6709\u5f88\u5927\u4e0d\u540c\u3002\u76f8\u6bd4\u540c\u6837\u4ece\u5b66\u672f\u7814\u7a76\u8d70\u5165\u73b0\u5b9e\u7684\u89e6\u63a7\u53ef\u6269\u7f29\u653e\u7684\u7528\u6237\u4f53\u9a8c\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5f71\u54cd\u53ef\u80fd\u4f1a\u66f4\u6df1\u8fdc\u3002 \u8fd9\u53c8\u5e26\u6765\u4e00\u4e2a\u5927\u95ee\u9898\uff0c\u5f53\u6211\u4eec\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u4ea4\u4e92\u65f6\uff0c\u5373\u4f7f\u77e5\u9053\u5b83\u4e0d\u662f\u6709\u611f\u60c5\u3001\u6709\u60c5\u7eea\u3001\u6709\u77e5\u89c9\u7684\u751f\u7269\uff0c\u4f46\u53c8\u4e0d\u7531\u81ea\u4e3b\u5730\u8fd9\u4e48\u60f3\uff0c\u8fd9\u662f\u8fdb\u5316\u4e2d\u7684\u56fa\u6709\u601d\u60f3\u3002\u5c31\u50cf\u6211\u4eec\u4ea7\u751f\u89c6\u89c9\u5e7b\u50cf\u65f6\uff0c\u7406\u667a\u4e0a\u6df1\u77e5\u8fd9\u662f\u5e7b\u89c9\uff0c\u4f46\u5927\u8111\u5374\u65e0\u6cd5\u514b\u670d\uff0c\u8fd9\u79cd\u786c\u6027\u8fde\u63a5\u5f15\u5bfc\u6211\u4eec\u5c06\u7cfb\u7edf\u62df\u4eba\u5316\uff0c\u4e5f\u56e0\u6b64\u8ba9\u5b83\u4eec\u8d70\u5230\u4e86\u524d\u53f0\u3002 Ashley Llorens\uff1a\u63a5\u4e0b\u6765\u6211\u4eec\u628a\u8bdd\u9898\u8f6c\u5411\u76ee\u524d\u4f60\u6b63\u5728\u52aa\u529b\u7684\u533b\u7597\u5065\u5eb7\u9886\u57df\u4ee5\u53ca\u5728\u5fae\u8f6f\u7684\u5386\u7a0b\u3002\u4f60\u66fe\u8bf4\u8fc7\u628a\u524d\u6cbf\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5f15\u5165\u533b\u7597\u5065\u5eb7\u7cfb\u7edf\u9762\u4e34\u8bf8\u591a\u6311\u6218\uff0c\u5728 GPT-4 \u548c\u5927\u89c4\u6a21\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53d1\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u4eba\u5de5\u667a\u80fd\u4e0e\u533b\u7597\u5065\u5eb7\u7ed3\u5408\u65f6\u662f\u5426\u4f1a\u6709\u4e0d\u540c\uff1f Peter Lee\uff1aGPT-4 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