{"id":58101,"date":"2025-04-02T21:54:29","date_gmt":"2025-04-02T13:54:29","guid":{"rendered":"https:\/\/swarma.org\/?p=58101"},"modified":"2025-04-02T21:54:29","modified_gmt":"2025-04-02T13:54:29","slug":"%e5%bd%93ai%e8%af%bb%e6%87%82%e8%84%91%e7%94%b5%e6%b3%a2%ef%bc%9a%e4%ba%ba%e6%9c%ba%e5%8d%8f%e5%90%8c%e7%9a%84%e5%88%9b%e6%84%8f%e8%ae%be%e8%ae%a1%e6%96%b0%e6%b5%aa%e6%bd%ae","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=58101","title":{"rendered":"\u5f53AI\u8bfb\u61c2\u8111\u7535\u6ce2\uff1a\u4eba\u673a\u534f\u540c\u7684\u521b\u610f\u8bbe\u8ba1\u65b0\u6d6a\u6f6e"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aHuman-in-the-loop design with machine learning<\/span><\/span><\/p>\n

\u53d1\u8868\u65f6\u95f4\uff1a2019\u5e747\u670826\u65e5<\/span><\/span><\/p>\n

\u8bba\u6587\u5730\u5740\uff1a<\/span><\/span>https:\/\/doi.org\/10.1017\/dsi.2019.264<\/span><\/span><\/p>\n

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\u5728\u201c\u60f3\u8c61\u504f\u597d\u201d\u5b9e\u9a8c\u4e2d\uff0c\u53d7\u8bd5\u8005\u95ed\u76ee\u6784\u60f3\u7406\u60f3\u4ea7\u54c1\u65f6\u7684\u8111\u7535\u4fe1\u53f7\u88ab\u8f93\u5165\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u3002\u5982\u4e0b\u56fe\u7ed3\u679c\u663e\u793a\uff0c\u751f\u6210\u56fe\u50cf\u4e0d\u4ec5\u8fd8\u539f\u4e86\u57fa\u672c\u5f62\u6001\uff0c\u8fd8\u878d\u5408\u4e86\u591a\u54c1\u7c7b\u8bbe\u8ba1\u7279\u5f81\u2014\u2014\u4f8b\u5982\u4e00\u6b3e\u624b\u63d0\u5305\u540c\u65f6\u5305\u542b\u649e\u8272\u62fc\u63a5\u4e0e\u6781\u7b80\u8f6e\u5ed3\uff0c\u6697\u793a\u7528\u6237\u504f\u597d\u201c\u6d3b\u529b\u611f\u4e0e\u529f\u80fd\u6027\u7684\u5e73\u8861\u201d\u3002\u5b9a\u91cf\u8bc4\u4f30\u4e2d\uff0c57.6%\u7684\u751f\u6210\u56fe\u50cf\u88ab\u7528\u6237\u9009\u4e2d\u4e3a\u201c\u5fc3\u4eea\u8bbe\u8ba1\u201d\uff0c\u5176\u4e2d\u5305\u7c7b\u4ea7\u54c1\u8ba4\u53ef\u5ea6\u66f4\u662f\u9ad8\u8fbe73%\u3002\u7814\u7a76\u8005\u8ba4\u4e3a\uff0c<\/span><\/span>\u5f62\u72b6\u4e3b\u5bfc\u578b\u4ea7\u54c1\uff08\u5982\u624b\u63d0\u5305\uff09\u7684\u751f\u6210\u6548\u679c\u4f18\u4e8e\u529f\u80fd\u590d\u6742\u578b\uff08\u5982\u5409\u4ed6\uff09\uff0c\u53ef\u80fd\u56e0\u4e3a\u8111\u7535\u4fe1\u53f7\u5bf9\u5f62\u6001\u7279\u5f81\u7684\u7f16\u7801\u66f4\u654f\u611f\u3002<\/span><\/span><\/strong><\/p>\n


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\u56fe 4. \u5de6\u4fa7\u7070\u8272\u8fb9\u6846\u4e2d\u662f\u6839\u636e\u8111\u7535\u4fe1\u53f7\uff0c\u91cd\u5efa\u6240\u770b\u56fe\u50cf\u7684\u7ed3\u679c\uff1b\u53f3\u4fa7\u7ea2\u8272\u8fb9\u6846\u662f\u6839\u636e\u8111\u7535\u4fe1\u53f7\uff0c\u91cd\u5efa\u504f\u597d\u7269\u54c1\u5916\u89c2\u7684\u7ed3\u679c\u3002<\/span><\/span><\/p>\n


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\u8bbe\u8ba1\u8ba4\u77e5\u7684\u201c\u8bfb\u5fc3\u672f\u201d\uff1a\u8de8\u754c\u5e94\u7528\u524d\u666f<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u6311\u6218\u4e0e\u672a\u6765\uff1a\u901a\u5411\u771f\u6b63\u7684\u201c\u5fc3\u6d41\u8bbe\u8ba1\u201d<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u5c3d\u7ba1\u5f53\u524d\u6a21\u578b\u5c40\u9650\u4e8e5\u7c7b\u4ea7\u54c1\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u751f\u6210\u5206\u8fa8\u7387\u4e5f\u5f85\u63d0\u5347\uff0c\u4f46\u65b9\u6cd5\u8bba\u7684\u4ef7\u503c\u663e\u8457\u3002\u7814\u7a76\u63ed\u793a\u4e86\u4e24\u4e2a\u5173\u952e\u8ba4\u77e5\uff1a<\/span><\/span>\u9996\u5148\uff0c\u8111\u7535\u4fe1\u53f7\u4e2d\u7684\u4f4e\u9891\u6210\u5206\uff08\u5982\u03b4\u6ce2\u548c\u03b8\u6ce2\uff09\u53ef\u80fd\u627f\u8f7d\u66f4\u591a\u8bbe\u8ba1\u504f\u597d\u4fe1\u606f\uff1b\u5176\u6b21\uff0cGAN\u7684\u9690\u7a7a\u95f4\uff08Latent Space\uff09\u80fd\u591f\u5c06\u795e\u7ecf\u7279\u5f81\u8f6c\u5316\u4e3a\u53ef\u89e3\u91ca\u7684\u8bbe\u8ba1\u5143\u7d20\u3002<\/span><\/span><\/strong>\u672a\u6765\uff0c\u7ed3\u5408fMRI\u7b49\u9ad8\u7cbe\u5ea6\u8111\u6210\u50cf\u6280\u672f\uff0c\u6216\u53ef\u5b9e\u73b0\u4ece\u201c\u98ce\u683c\u751f\u6210\u201d\u5230\u201c\u529f\u80fd\u521b\u65b0\u201d\u7684\u8de8\u8d8a\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u9879\u7814\u7a76\u4e3aAI\u8f85\u52a9\u8bbe\u8ba1\u5f00\u8f9f\u4e86\u795e\u7ecf\u8ba4\u77e5\u7684\u65b0\u7ef4\u5ea6\uff0c\u6216\u8bb8\u5728\u4e0d\u8fdc\u7684\u672a\u6765\uff0c\u8bbe\u8ba1\u5e08\u7684\u201c\u7075\u5149\u4e00\u73b0\u201d\u5c06\u76f4\u63a5\u8f6c\u5316\u4e3a\u5c4f\u5e55\u4e0a\u7684\u521b\u610f\u96cf\u5f62\uff0c\u800c\u5ba2\u6237\u7684\u4e00\u53e5\u201c\u6211\u60f3\u8981\u8fd9\u79cd\u611f\u89c9\u201d\uff0c\u4e5f\u80fd\u88abAI\u89e3\u7801\u4e3a\u7cbe\u786e\u7684\u8bbe\u8ba1\u8bed\u8a00\u3002<\/span><\/span><\/p>\n


<\/span><\/section>\n
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\u5f6d\u6668<\/span><\/span><\/span>| \u7f16\u8bd1<\/span><\/span><\/strong><\/span><\/strong><\/p>\n


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<\/span><\/section>\n
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\u8111\u673a\u63a5\u53e3\u8bfb\u4e66\u4f1a<\/span><\/strong>
<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/span><\/section>\n

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<\/span><\/p>\n

\u4e3a\u4e86\u8fdb\u4e00\u6b65\u68b3\u7406\u8111\u673a\u63a5\u53e3\u76f8\u5173\u7406\u8bba\u4e0e\u6280\u672f\u524d\u6cbf\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u6e05\u534e\u5927\u5b66\u9ad8\u5c0f\u6995\u3001\u4e2d\u79d1\u9662\u81ea\u52a8\u5316\u6240\u5218\u51b0\u3001\u4e2d\u79d1\u9662\u6df1\u5733\u5148\u8fdb\u9662\u674e\u9a81\u5065\u3001\u6e05\u534e\u5927\u5b66\u772d\u4e9a\u6960\u56db\u4f4d\u8001\u5e08\uff0c\u53d1\u8d77\u300c\u8111\u673a\u63a5\u53e3\u300d\u8bfb\u4e66\u4f1a\u3002<\/span>\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501\u56de\u653e\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/span><\/p>\n<\/p>\n

\n

<\/span><\/strong><\/span><\/section>\n

\"\u56fe\u7247\"<\/a><\/span><\/span><\/span><\/strong><\/span><\/p>\n


<\/span><\/strong><\/span><\/section>\n
\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n
\u4ece\u79d1\u5e7b\u5230\u73b0\u5b9e\uff0c\u4ece\u53d1\u73b0\u5230\u5e94\u7528\uff1a\u8111\u673a\u63a5\u53e3\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span>
<\/span><\/section>\n<\/section>\n

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\n

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\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
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1. AlphaFold3\u5f00\u6e90\u4e86\uff0c\u8bfa\u5956AI\u5de5\u5177\u4eba\u4eba\u53ef\u7528\uff0c\u5f00\u542f\u751f\u7269\u5206\u5b50\u8bbe\u8ba1\u65b0\u65f6\u4ee3<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
2. DeepMind \u65b0\u4f5c\uff1aAI \u7cfb\u7edf\u5b9e\u73b0\u4ee5\u4eba\u4e3a\u4e2d\u5fc3\u7684\u5206\u914d\u673a\u5236\u8bbe\u8ba1<\/span><\/a><\/span><\/strong>
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3. \u5982\u4f55\u8ba9AI\u81ea\u6211\u8fed\u4ee3\uff0c\u5b8c\u6210\u6df1\u5ea6\u5b66\u4e60\u4e2d\u6700\u5173\u952e\u7684\u67b6\u6784\u8bbe\u8ba1\u5de5\u4f5c\uff1f<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
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4. <\/span><\/strong><\/span>\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/a><\/span><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/span><\/strong>AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/section>\n

6. <\/span><\/strong>\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/p>\n


<\/span><\/strong><\/span><\/section>\n


<\/span><\/span><\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u6458\u8981 \u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5df2\u88ab\u5e94\u7528\u4e8e\u968f\u673a\u751f\u6210\u56fe\u50cf\uff0c\u4f8b\u5982\u5728\u65f6\u88c5\u3001\u5bb6\u5177\u8bbe\u8ba1\u9886\u57df\u3002\u7136\u800c\u8fc4\u4eca\u4e3a\u6b62\uff0c\u5728\u8bbe\u8ba1\u8fc7\u7a0b\u4e2d\u8d77\u5173\u952e\u4f5c\u7528\u7684\u4eba\u56e0\u8981\u7d20\u5c1a\u672a\u5728\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u4e2d\u5f97\u5230\u5145\u5206\u91cd\u89c6\u3002\u672c\u6587\u62a5\u9053\u4e86\u4e00\u79cd\u4eba\u673a\u534f\u540c\u8bbe\u8ba1\u65b9\u6cd5\u7684\u7814\u7a76\u6210\u679c\uff0c\u8be5\u65b9\u6cd5\u901a\u8fc7\u8111\u7535\u56fe\uff08EEG\uff09\u4fe1\u53f7\u6355\u6349\u7528\u6237\u504f\u597d\u7684\u8bbe\u8ba1\u7279\u5f81\u3002\u5728\u6240\u5f00\u53d1\u7684\u6846\u67b6\u4e2d\uff1a\u9996\u5148\u8bad\u7ec3\u7f16\u7801\u5668\u4ece\u53d7\u8bd5\u8005\u89c2\u770bImageN…<\/p>\n","protected":false},"author":0,"featured_media":58091,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/58101"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=58101"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/58101\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/58091"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=58101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=58101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=58101"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=58101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}