\u5bfc\u8bed\uff1a
\n\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u53d1\u5c55\u5982\u540c\u4e00\u573a\u6ca1\u6709\u785d\u70df\u7684\u9769\u547d\uff0c\u6b63\u5728\u6df1\u523b\u5730\u91cd\u5851\u7740\u793e\u4f1a\u7684\u65b9\u65b9\u9762\u9762\u3002\u6700\u8fd124\u5c0f\u65f6\u5185\uff0c\u79d1\u6280\u754c\u53c8\u8fce\u6765\u4e86\u4e00\u9879\u91cd\u5927\u7a81\u7834\u2014\u2014\u8c37\u6b4c\u65d7\u4e0bDeepMind\u5ba3\u5e03\u5176AI\u7cfb\u7edfAlphaFold\u5728\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u9886\u57df\u53d6\u5f97\u4e86\u5386\u53f2\u6027\u8fdb\u5c55\u3002\u8fd9\u4e00\u6210\u5c31\u4e0d\u4ec5\u5728\u79d1\u7814\u9886\u57df\u5f15\u53d1\u9707\u52a8\uff0c\u4e5f\u5728\u516c\u4f17\u4e2d\u5f15\u53d1\u4e86\u5e7f\u6cdb\u7684\u8ba8\u8bba\u3002\u672c\u6587\u5c06\u4ece\u201c\u6df1\u6f5c\u89e3\u7801\u201d\u7684\u89d2\u5ea6\uff0c\u6df1\u5165\u63a2\u8ba8AI\u6280\u672f\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u89e3\u6790\u5176\u80cc\u540e\u7684\u4e89\u8bae\uff0c\u5e76\u5c55\u671b\u8fd9\u4e00\u6280\u672f\u5982\u4f55\u5f71\u54cdWeb3\u65f6\u4ee3\u7684\u5230\u6765\u3002<\/p>\n
AI\u6280\u672f\u7684\u53c8\u4e00\u6b21\u98de\u8dc3
\nDeepMind\u7684AlphaFold\u7cfb\u7edf\u5728\u56fd\u9645\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u7ade\u8d5b\uff08CASP\uff09\u4e2d\u518d\u6b21\u593a\u51a0\uff0c\u5176\u51c6\u786e\u7387\u9ad8\u8fbe90%\u4ee5\u4e0a\uff0c\u8fdc\u8d85\u4eba\u7c7b\u4e13\u5bb6\u3002\u8fd9\u4e00\u6210\u5c31\u6807\u5fd7\u7740AI\u5728\u751f\u7269\u4fe1\u606f\u5b66\u9886\u57df\u7684\u5e94\u7528\u8fbe\u5230\u4e86\u65b0\u7684\u9ad8\u5ea6\u3002\u636e\u300a\u81ea\u7136\u300b\u6742\u5fd7\u62a5\u9053\uff0cAlphaFold\u7684\u6210\u529f\u9884\u6d4b\u4e86\u8d85\u8fc7100\u4e07\u4e2a\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u8fd9\u5bf9\u4e8e\u65b0\u836f\u7814\u53d1\u3001\u75be\u75c5\u6cbb\u7597\u7b49\u9886\u57df\u5177\u6709\u91cd\u5927\u610f\u4e49\u3002<\/p>\n
\u4e89\u8bae\u70b9\u4e00\uff1aAI\u6280\u672f\u7684\u4f26\u7406\u8fb9\u754c
\n\u968f\u7740AI\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u5176\u4f26\u7406\u8fb9\u754c\u95ee\u9898\u4e5f\u65e5\u76ca\u51f8\u663e\u3002\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u7684\u5e94\u7528\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad8\u6548\u7387\uff0c\u89e3\u51b3\u4eba\u7c7b\u9762\u4e34\u7684\u590d\u6742\u95ee\u9898\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5176\u5bf9\u4eba\u7c7b\u5de5\u4f5c\u7684\u5f71\u54cd\u3001\u6570\u636e\u9690\u79c1\u7684\u4fdd\u62a4\u7b49\u95ee\u9898\u4e5f\u5f15\u8d77\u4e86\u5e7f\u6cdb\u7684\u4e89\u8bae\u3002\u4f8b\u5982\uff0cAI\u5728\u533b\u7597\u9886\u57df\u7684\u5e94\u7528\u53ef\u80fd\u4f1a\u66ff\u4ee3\u90e8\u5206\u533b\u751f\u7684\u5de5\u4f5c\uff0c\u8fd9\u5f15\u53d1\u4e86\u5173\u4e8e\u804c\u4e1a\u5b89\u5168\u7684\u8ba8\u8bba\u3002\u540c\u65f6\uff0cAI\u7cfb\u7edf\u5728\u5904\u7406\u5927\u91cf\u4e2a\u4eba\u6570\u636e\u65f6\uff0c\u5982\u4f55\u786e\u4fdd\u6570\u636e\u5b89\u5168\u548c\u9690\u79c1\uff0c\u4e5f\u662f\u4e00\u4e2a\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n
\u5bf9\u7acb\u89c2\u70b9\u4e00\uff1aAI\u6280\u672f\u7684\u53cc\u5203\u5251\u6548\u5e94
\n\u652f\u6301\u8005\u8ba4\u4e3a\uff0cAI\u6280\u672f\u7684\u53d1\u5c55\u662f\u4eba\u7c7b\u8fdb\u6b65\u7684\u5fc5\u7136\u8d8b\u52bf\uff0c\u5b83\u80fd\u591f\u91ca\u653e\u4eba\u7c7b\u6f5c\u80fd\uff0c\u89e3\u51b3\u8bb8\u591a\u4f20\u7edf\u65b9\u6cd5\u96be\u4ee5\u89e3\u51b3\u7684\u95ee\u9898\u3002\u53cd\u5bf9\u8005\u5219\u62c5\u5fe7\uff0cAI\u6280\u672f\u7684\u65e0\u5e8f\u53d1\u5c55\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5c31\u4e1a\u5e02\u573a\u7684\u52a8\u8361\uff0c\u52a0\u5267\u793e\u4f1a\u4e0d\u5e73\u7b49\u3002\u6b64\u5916\uff0cAI\u6280\u672f\u7684\u6ee5\u7528\u8fd8\u53ef\u80fd\u5e26\u6765\u5b89\u5168\u98ce\u9669\uff0c\u5982\u81ea\u52a8\u5316\u6b66\u5668\u7cfb\u7edf\u7684\u53d1\u5c55\u7b49\u3002<\/p>\n
AI\u4e0eWeb3\u7684\u878d\u5408\u524d\u666f
\nWeb3\u65f6\u4ee3\u88ab\u8ba4\u4e3a\u662f\u4e92\u8054\u7f51\u53d1\u5c55\u7684\u4e0b\u4e00\u4e2a\u9636\u6bb5\uff0c\u5176\u6838\u5fc3\u7279\u5f81\u662f\u53bb\u4e2d\u5fc3\u5316\u3001\u9690\u79c1\u4fdd\u62a4\u548c\u7528\u6237\u4e3b\u6743\u3002AI\u6280\u672f\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272\u3002AI\u53ef\u4ee5\u5e2e\u52a9\u5b9e\u73b0\u66f4\u52a0\u667a\u80fd\u5316\u7684\u6570\u636e\u5206\u6790\u548c\u5904\u7406\uff0c\u63d0\u9ad8Web3\u5e94\u7528\u7684\u6548\u7387\u548c\u5b89\u5168\u6027\u3002\u540c\u65f6\uff0cAI\u6280\u672f\u4e5f\u53ef\u4ee5\u901a\u8fc7\u7b97\u6cd5\u4f18\u5316\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u4f7f\u5f97Web3\u5e94\u7528\u66f4\u52a0\u4eba\u6027\u5316\u3002<\/p>\n
\u4e89\u8bae\u70b9\u4e8c\uff1aWeb3\u65f6\u4ee3\u7684\u6570\u636e\u9690\u79c1\u6311\u6218
\nWeb3\u65f6\u4ee3\u7684\u4e00\u4e2a\u6838\u5fc3\u8bae\u9898\u662f\u6570\u636e\u9690\u79c1\u3002\u5728\u53bb\u4e2d\u5fc3\u5316\u7684\u4e16\u754c\u91cc\uff0c\u7528\u6237\u6570\u636e\u7684\u63a7\u5236\u6743\u88ab\u91cd\u65b0\u5206\u914d\uff0c\u7528\u6237\u5bf9\u81ea\u5df1\u6570\u636e\u7684\u63a7\u5236\u66f4\u52a0\u4e25\u683c\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\uff0c\u5982\u4f55\u5728\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u7684\u540c\u65f6\uff0c\u5229\u7528AI\u6280\u672f\u8fdb\u884c\u6709\u6548\u7684\u6570\u636e\u5206\u6790\u548c\u5904\u7406\uff0c\u6210\u4e3a\u4e86\u4e00\u4e2a\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n
\u5bf9\u7acb\u89c2\u70b9\u4e8c\uff1aWeb3\u65f6\u4ee3\u7684\u6570\u636e\u6cbb\u7406
\n\u652f\u6301\u8005\u8ba4\u4e3a\uff0cWeb3\u65f6\u4ee3\u7684\u6570\u636e\u6cbb\u7406\u5c06\u66f4\u52a0\u6ce8\u91cd\u7528\u6237\u9690\u79c1\u548c\u6570\u636e\u4e3b\u6743\uff0c\u8fd9\u5c06\u63a8\u52a8\u6570\u636e\u4fdd\u62a4\u6280\u672f\u7684\u521b\u65b0\u548c\u53d1\u5c55\u3002\u53cd\u5bf9\u8005\u5219\u62c5\u5fe7\uff0c\u53bb\u4e2d\u5fc3\u5316\u7684\u6570\u636e\u6cbb\u7406\u53ef\u80fd\u4f1a\u5e26\u6765\u76d1\u7ba1\u96be\u9898\uff0c\u5bfc\u81f4\u6570\u636e\u6ee5\u7528\u548c\u5b89\u5168\u98ce\u9669\u7684\u589e\u52a0\u3002<\/p>\n
AI\u6280\u672f\u5728\u6d77\u5916\u70ed\u70b9\u4e8b\u4ef6\u4e2d\u7684\u5e94\u7528
\nAI\u6280\u672f\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u5e94\u7528\u65e5\u76ca\u5e7f\u6cdb\uff0c\u7279\u522b\u662f\u5728\u4e00\u4e9b\u6d77\u5916\u70ed\u70b9\u4e8b\u4ef6\u4e2d\uff0cAI\u6280\u672f\u7684\u5e94\u7528\u6210\u4e3a\u4e86\u7126\u70b9\u3002\u4f8b\u5982\uff0c\u5728\u6700\u65b0\u7684\u4e4c\u514b\u5170\u51b2\u7a81\u4e2d\uff0cAI\u6280\u672f\u88ab\u7528\u4e8e\u60c5\u62a5\u6536\u96c6\u548c\u6218\u573a\u5206\u6790\uff0c\u8fd9\u4e00\u5e94\u7528\u5f15\u53d1\u4e86\u5173\u4e8eAI\u6280\u672f\u5728\u519b\u4e8b\u9886\u57df\u7684\u4f26\u7406\u548c\u6cd5\u5f8b\u95ee\u9898\u7684\u8ba8\u8bba\u3002<\/p>\n
\u4e89\u8bae\u70b9\u4e09\uff1aAI\u6280\u672f\u5728\u519b\u4e8b\u9886\u57df\u7684\u5e94\u7528
\nAI\u6280\u672f\u5728\u519b\u4e8b\u9886\u57df\u7684\u5e94\u7528\u4e00\u76f4\u662f\u4e89\u8bae\u7684\u7126\u70b9\u3002\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u53ef\u4ee5\u63d0\u9ad8\u519b\u4e8b\u884c\u52a8\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u51cf\u5c11\u4eba\u5458\u4f24\u4ea1\uff1b\u53e6\u4e00\u65b9\u9762\uff0cAI\u6b66\u5668\u7cfb\u7edf\u7684\u5f00\u53d1\u548c\u4f7f\u7528\uff0c\u53ef\u80fd\u4f1a\u5f15\u53d1\u65b0\u7684\u519b\u5907\u7ade\u8d5b\uff0c\u52a0\u5267\u56fd\u9645\u7d27\u5f20\u5c40\u52bf\u3002<\/p>\n
\u5bf9\u7acb\u89c2\u70b9\u4e09\uff1aAI\u6280\u672f\u7684\u519b\u4e8b\u5316\u4e0e\u548c\u5e73\u5229\u7528
\n\u652f\u6301\u8005\u8ba4\u4e3a\uff0cAI\u6280\u672f\u5728\u519b\u4e8b\u9886\u57df\u7684\u5e94\u7528\u53ef\u4ee5\u63d0\u9ad8\u4f5c\u6218\u6548\u7387\uff0c\u51cf\u5c11\u6218\u4e89\u7684\u7834\u574f\u6027\u3002\u53cd\u5bf9\u8005\u5219\u62c5\u5fc3\uff0cAI\u6280\u672f\u7684\u519b\u4e8b\u5316\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6218\u4e89\u7684\u81ea\u52a8\u5316\u548c\u65e0\u4eba\u5316\uff0c\u589e\u52a0\u8bef\u5224\u548c\u51b2\u7a81\u7684\u98ce\u9669\u3002<\/p>\n
AI\u6280\u672f\u5bf9\u672c\u571f\u5316\u7684\u5f71\u54cd
\n\u968f\u7740AI\u6280\u672f\u7684\u5168\u7403\u6269\u6563\uff0c\u5176\u5bf9\u672c\u571f\u5316\u7684\u5f71\u54cd\u4e5f\u65e5\u76ca\u663e\u8457\u3002AI\u6280\u672f\u7684\u5e94\u7528\u53ef\u4ee5\u5e2e\u52a9\u672c\u571f\u4f01\u4e1a\u63d0\u5347\u7ade\u4e89\u529b\uff0c\u63a8\u52a8\u672c\u571f\u6587\u5316\u7684\u4f20\u64ad\u3002\u7136\u800c\uff0cAI\u6280\u672f\u4e5f\u53ef\u80fd\u5e26\u6765\u6587\u5316\u540c\u8d28\u5316\u7684\u98ce\u9669\uff0c\u524a\u5f31\u672c\u571f\u6587\u5316\u7684\u72ec\u7279\u6027\u3002<\/p>\n
\u4e89\u8bae\u70b9\u56db\uff1aAI\u6280\u672f\u4e0e\u6587\u5316\u591a\u6837\u6027
\nAI\u6280\u672f\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u63a8\u5e7f\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6587\u5316\u591a\u6837\u6027\u7684\u4e27\u5931\u3002\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u4f20\u64ad\u672c\u571f\u6587\u5316\uff0c\u4fc3\u8fdb\u6587\u5316\u4ea4\u6d41\uff1b\u53e6\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u7684\u6807\u51c6\u5316\u548c\u540c\u8d28\u5316\uff0c\u53ef\u80fd\u4f1a\u524a\u5f31\u672c\u571f\u6587\u5316\u7684\u72ec\u7279\u6027\u548c\u591a\u6837\u6027\u3002<\/p>\n
\u5bf9\u7acb\u89c2\u70b9\u56db\uff1aAI\u6280\u672f\u7684\u6587\u5316\u878d\u5408\u4e0e\u4fdd\u62a4
\n\u652f\u6301\u8005\u8ba4\u4e3a\uff0cAI\u6280\u672f\u53ef\u4ee5\u4fc3\u8fdb\u4e0d\u540c\u6587\u5316\u7684\u4ea4\u6d41\u548c\u878d\u5408\uff0c\u63a8\u52a8\u5168\u7403\u6587\u5316\u7684\u5171\u751f\u53d1\u5c55\u3002\u53cd\u5bf9\u8005\u5219\u62c5\u5fe7\uff0cAI\u6280\u672f\u7684\u5e94\u7528\u53ef\u80fd\u4f1a\u5bfc\u81f4\u672c\u571f\u6587\u5316\u7684\u8fb9\u7f18\u5316\uff0c\u52a0\u5267\u6587\u5316\u51b2\u7a81\u548c\u5bf9\u7acb\u3002<\/p>\n
AI\u6280\u672f\u7684\u672a\u6765\u53d1\u5c55\u4e0e\u6311\u6218
\nAI\u6280\u672f\u7684\u53d1\u5c55\u901f\u5ea6\u8d85\u51fa\u4e86\u8bb8\u591a\u4eba\u7684\u9884\u671f\uff0c\u5176\u672a\u6765\u7684\u53d1\u5c55\u4ecd\u7136\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u3002\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u6709\u671b\u5728\u533b\u7597\u3001\u6559\u80b2\u3001\u4ea4\u901a\u7b49\u9886\u57df\u5b9e\u73b0\u66f4\u591a\u7a81\u7834\uff0c\u6539\u5584\u4eba\u7c7b\u751f\u6d3b\u8d28\u91cf\uff1b\u53e6\u4e00\u65b9\u9762\uff0cAI\u6280\u672f\u7684\u53d1\u5c55\u4e5f\u9762\u4e34\u7740\u4f26\u7406\u3001\u6cd5\u5f8b\u548c\u5b89\u5168\u7684\u6311\u6218\u3002<\/p>\n
\u4e89\u8bae\u70b9\u4e94\uff1aAI\u6280\u672f\u7684\u672a\u6765\u53d1\u5c55\u8def\u5f84
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