{"id":23122,"date":"2026-10-06T16:24:32","date_gmt":"2026-10-06T08:24:32","guid":{"rendered":"http:\/\/xinxuan.jlgyjj.com\/?p=23122"},"modified":"2026-10-06T16:24:37","modified_gmt":"2026-10-06T08:24:37","slug":"23122","status":"publish","type":"post","link":"http:\/\/xinxuan.jlgyjj.com\/?p=23122","title":{"rendered":""},"content":{"rendered":"
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\n\t\t\"\u56fe\u7247\"<\/span>
\n\t<\/section>\n

\n\t\t\u7531\u5404\u56fd\u653f\u5e9c\u8d44\u52a9\u7684\u4eba\u5de5\u667a\u80fd\u9879\u76ee\uff0c\u6b63\u5728\u901a\u8fc7\u4f18\u5316\u6570\u636e\u7684\u5206\u6790\u4e0e\u89e3\u8bfb\u65b9\u5f0f\uff0c\u6539\u53d8\u5168\u7403\u8303\u56f4\u5185\u7684\u5b9e\u65f6\u6218\u4e89\u5f62\u6001\uff0c\u4f46\u5e76\u975e\u4f9d\u9760\u81ea\u4e3b\u6740\u4f24\u578b\u667a\u80fd\u4f53\uff0c\u800c\u662f\u901a\u8fc7\u63d0\u5347\u5bf9\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\u6765\u5b9e\u73b0\u8fd9\u4e00\u53d8\u5316\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u4eba\u5de5\u667a\u80fd\u6b63\u65e5\u76ca\u88ab\u6574\u5408\u8fdb\u5e7f\u6cdb\u7684\u5b66\u79d1\u9886\u57df\u548c\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e4b\u4e2d\uff0c\u519b\u4e8b\u884c\u52a8\u4e5f\u4e0d\u4f8b\u5916\u3002\u4e16\u754c\u5404\u56fd\u5df2\u7ecf\u5f00\u59cb\u5c06\u4eba\u5de5\u667a\u80fd\u7eb3\u5165\u56fd\u9632\u89c4\u5212\u4e0e\u6218\u7565\u6267\u884c\uff0c\u7f8e\u56fd\u3001\u4ee5\u8272\u5217\u548c<\/span><\/span>C<\/span><\/span>\u56fd\u5728\u8fd9\u4e9b\u8fdb\u5c55\u4e2d\u5904\u4e8e\u9886\u5148\u5730\u4f4d\u3002\u7136\u800c\uff0c\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5f71\u54cd\u5b9e\u65f6\u6218\u573a\uff0c\u4ee5\u53ca\u5176\u5728\u4f5c\u6218\u5c42\u9762\u7684\u5b9e\u9645\u5f71\u54cd\u7a0b\u5ea6\uff0c\u5f80\u5f80\u88ab\u8bef\u89e3\u6216\u88ab\u5938\u5927\u3002<\/span><\/span>\u4e0e\u5176\u4e3b\u8981\u4f5c\u4e3a\u901a\u8fc7\u65e0\u4eba\u673a\u7b49\u5e73\u53f0\u5b9e\u73b0<\/span><\/span><\/strong>\u201c<\/span><\/span><\/strong>\u81ea\u4e3b\u81f4\u547d\u6253\u51fb<\/span><\/span><\/strong>\u201d<\/span><\/span><\/strong>\u7684\u5de5\u5177\uff0c\u5f53\u4ee3\u6218\u4e89\u4e2d\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u4f5c\u7528\u66f4\u5728\u4e8e\u5904\u7406\u6d77\u91cf\u6570\u636e\uff0c\u4ee5\u63d0\u5347\u6001\u52bf\u611f\u77e5\u80fd\u529b\uff0c\u5e76\u4e3a\u6307\u6325\u5b98\u63d0\u4f9b\u5bf9\u6218\u573a\u7a7a\u95f4\u66f4\u4e3a\u5168\u9762\u7684\u7406\u89e3\u3002<\/span><\/span><\/strong>\n\t<\/p>\n

\n\t\t\u4e00\u3001\u6885\u6587\u9879\u76ee\uff08<\/span><\/span><\/strong>Project Maven<\/span><\/span><\/strong>\uff09\u7b80\u4ecb<\/span><\/span><\/strong><\/strong>\n\t<\/p>\n

\n\t\t\u201c<\/span><\/span>\u7b97\u6cd5\u5316\u6218\u4e89\u8de8\u804c\u80fd\u56e2\u961f<\/span><\/span>\u201d<\/span><\/span>\uff08<\/span><\/span>Algorithmic Warfare Cross-Functional Team<\/span><\/span>\uff09\uff0c\u901a\u5e38\u88ab\u79f0\u4e3a<\/span><\/span>\u201c<\/span><\/span>\u6885\u6587\u9879\u76ee<\/span><\/span>\u201d<\/span><\/span>\uff08<\/span><\/span>Project Maven<\/span><\/span>\uff09\uff0c\u7531\u7f8e\u56fd\u56fd\u9632\u90e8\u4e8e<\/span><\/span>2017<\/span><\/span>\u5e74<\/span><\/span>4<\/span><\/span>\u6708\u8bbe\u7acb\uff0c\u65e8\u5728\u52a0\u5f3a\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\uff08<\/span><\/span>ML<\/span><\/span>\uff09\u5728\u519b\u4e8b\u884c\u52a8\u4e2d\u7684\u6574\u5408\u3002\u5176\u4e3b\u8981\u76ee\u6807\u662f\u4fdd\u6301\u7f8e\u56fd\u76f8\u5bf9\u4e8e\u5bf9\u624b\u548c\u7ade\u4e89\u8005\u7684\u6218\u7565\u4e0e\u6280\u672f\u4f18\u52bf\u3002\u8be5\u9879\u76ee\u6700\u521d\u7531\u8c37\u6b4c\uff08<\/span><\/span>Google<\/span><\/span>\uff09\u7275\u5934\uff0c\u81f4\u529b\u4e8e\u5f00\u53d1\u80fd\u591f\u5904\u7406\u7f8e\u519b\u65e0\u4eba\u673a\u5728\u4e2d\u4e1c\u5730\u533a\u6240\u4ea7\u751f\u7684\u5927\u91cf\u6570\u636e\u7684\u7cfb\u7edf\u3002\u901a\u8fc7\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u8bad\u7ec3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u6885\u6587\u9879\u76ee\u8bd5\u56fe\u5b9e\u73b0\u4ece\u65e0\u4eba\u673a\u4fa6\u5bdf\u753b\u9762\u4e2d\u81ea\u52a8\u8bc6\u522b\u519b\u4e8b\u76ee\u6807\uff0c\u5e76\u5c06\u76f8\u5173\u4fe1\u606f\u4f20\u9012\u7ed9\u6307\u6325\u5b98\uff0c\u7531\u5176\u8fdb\u884c\u4eba\u5de5\u6838\u5b9e\u5e76\u505a\u51fa\u519b\u4e8b\u53cd\u5e94\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t2018<\/span><\/span>\u5e74\uff0c\u5728\u516c\u53f8\u5458\u5de5\u5bf9\u5176\u53c2\u4e0e\u4eba\u5de5\u667a\u80fd\u519b\u4e8b\u5e94\u7528\u8868\u8fbe\u5e7f\u6cdb\u5185\u90e8\u53cd\u5bf9\u4e4b\u540e\uff0c\u8c37\u6b4c\u516c\u53f8\u51b3\u5b9a\u4e0d\u518d\u7eed\u7b7e\u4e0e\u7f8e\u56fd\u56fd\u9632\u90e8\u5728\u6885\u6587\u9879\u76ee\u4e0a\u7684\u5408\u4f5c\u534f\u8bae\u3002\u8fd9\u4e00\u9000\u51fa\u5728\u9879\u76ee\u53d1\u5c55\u8fdb\u7a0b\u4e2d\u9020\u6210\u4e86\u6682\u65f6\u6027\u7a7a\u7f3a\uff0c\u4fc3\u4f7f\u5176\u4ed6\u6c11\u7528\u9632\u52a1\u6280\u672f\u516c\u53f8\u627f\u62c5\u8d77\u66f4\u91cd\u8981\u7684\u89d2\u8272\u3002\u5176\u4e2d\uff0c\u5e15\u5170\u63d0\u5c14\u79d1\u6280\u516c\u53f8\uff08<\/span><\/span>Palantir Technologies<\/span><\/span>\uff09\u6210\u4e3a\u4e3b\u8981\u627f\u5305\u5546\u4e4b\u4e00\uff0c\u5229\u7528\u5176\u5728\u6570\u636e\u6574\u5408\u4e0e\u5206\u6790\u65b9\u9762\u7684\u4e13\u4e1a\u80fd\u529b\uff0c\u63a8\u8fdb\u6885\u6587\u9879\u76ee\u7684\u4f5c\u6218\u80fd\u529b\u5efa\u8bbe\uff0c\u5e76\u786e\u4fdd\u8be5\u9879\u76ee\u5bf9\u7f8e\u56fd\u56fd\u9632\u76ee\u6807\u7684\u652f\u6301\u5f97\u4ee5\u5ef6\u7eed\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u6885\u6587\u9879\u76ee\u8fc5\u901f\u5c55\u73b0\u51fa\u4f5c\u6218\u5c42\u9762\u7684\u6210\u529f\uff0c\u5728\u6253\u51fb<\/span><\/span>\u201c<\/span><\/span>\u4f0a\u65af\u5170\u56fd<\/span><\/span>\u201d<\/span><\/span>\u65b9\u9762\u4e3a\u7f8e\u56fd\u519b\u4e8b\u60c5\u62a5\u5de5\u4f5c\u63d0\u4f9b\u4e86\u91cd\u8981\u652f\u6301\u3002\u636e\u79f0\uff0c\u622a\u81f3<\/span><\/span>2024<\/span><\/span>\u5e74<\/span><\/span>2<\/span><\/span>\u6708\uff0c\u8be5\u9879\u76ee\u5df2\u4fc3\u6210\u4e86\u5728\u4f0a\u62c9\u514b\u548c\u53d9\u5229\u4e9a\u5730\u533a\u8d85\u8fc7<\/span><\/span>85<\/span><\/span>\u6b21\u7cbe\u786e\u7a7a\u88ad\u3002\u7f8e\u56fd\u4e2d\u592e\u53f8\u4ee4\u90e8\u9996\u5e2d\u6280\u672f\u5b98\u8212\u4f0a\u52d2<\/span><\/span>\u00b7<\/span><\/span>\u6469\u5c14\uff08<\/span><\/span>Schuyler Moore<\/span><\/span>\uff09\u8868\u793a\uff0c\u8be5\u7cfb\u7edf\u7684\u529f\u80fd\u4ecd\u7136\u5c40\u9650\u4e8e\u76ee\u6807\u8bc6\u522b\u4e0e\u8bc4\u4f30\uff0c\u800c\u975e\u81ea\u4e3b\u4ea4\u6218\uff0c\u6240\u6709\u6253\u51fb\u51b3\u7b56\u5728\u5b9e\u65bd\u524d\u5747\u9700\u7ecf\u8fc7\u4eba\u5de5\u786e\u8ba4\u3002\u76ee\u524d\uff0c\u8be5\u9879\u76ee\u7531\u7f8e\u56fd\u56fd\u5bb6\u5730\u7406\u7a7a\u95f4\u60c5\u62a5\u5c40\uff08<\/span><\/span>National Geospatial-Intelligence Agency, NGA<\/span><\/span>\uff09\u8d1f\u8d23\u9886\u5bfc\uff0c\u5e76\u88ab\u7528\u4e8e\u4e3a\u519b\u4e8b\u548c\u6218\u7565\u7528\u9014\u7ed8\u5236\u5168\u7403\u5730\u56fe\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u6885\u6587\u9879\u76ee\u7684\u6700\u7ec8\u76ee\u6807\u5df2\u88ab\u786e\u8ba4\uff0c\u5373\u5efa\u7acb\u4e00\u6761\u6301\u7eed\u8fd0\u884c\u7684\u60c5\u62a5\u5206\u6790\u6d41\u6c34\u7ebf\uff0c\u7528\u4e8e\u5904\u7406\u6765\u81ea\u591a\u79cd\u6765\u6e90\u7684\u60c5\u62a5\u4fe1\u606f<\/span><\/span><\/strong>\u3002\u8be5\u6d41\u7a0b\u8bbe\u60f3\u901a\u8fc7\u7531\u6301\u7eed\u5b66\u4e60\u578b\u5206\u6790\u5f15\u64ce\u6784\u6210\u7684\u8054\u90a6\u5f0f\u67b6\u6784\u8fd0\u884c\u3002<\/span><\/span>\u8be5\u6846\u67b6\u7684\u957f\u671f\u613f\u666f\u662f\u53d1\u5c55\u6210\u4e3a\u4e00\u4e2a\u5168\u9762\u7684\u591a\u57df\u76ee\u6807\u5de5\u4f5c\u7cfb\u7edf\uff0c\u80fd\u591f\u6574\u5408\u5e76\u534f\u8c03\u6765\u81ea\u9646\u3001\u6d77\u3001\u7a7a\u3001\u7f51\u7edc\u4e0e\u592a\u7a7a\u7b49\u5404\u4f5c\u6218\u57df\u7684\u60c5\u62a5\uff0c\u4ece\u800c\u589e\u5f3a\u7f8e\u56fd\u5b9e\u65bd\u540c\u6b65\u5316\u3001\u4ee5\u4fe1\u606f\u4e3a\u9a71\u52a8\u7684\u519b\u4e8b\u884c\u52a8\u80fd\u529b<\/span><\/span><\/strong>\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u4e8c\u3001\u5728\u4fc4\u4e4c\u6218\u4e89\u4e2d\u7684\u4f5c\u7528<\/span><\/span><\/strong><\/strong>\n\t<\/p>\n

\n\t\t\u591a\u4f4d\u4e13\u5bb6\u5c06\u4fc4\u7f57\u65af\u5165\u4fb5\u4e4c\u514b\u5170\u53ca\u5176\u540e\u7eed\u51b2\u7a81\u63cf\u8ff0\u4e3a\u4eba\u5de5\u667a\u80fd\u5728\u73b0\u4ee3\u6218\u4e89\u4e2d\u8fd0\u7528\u7684<\/span><\/span>\u201c<\/span><\/span>\u8bd5\u9a8c\u573a<\/span><\/span>\u201d<\/span><\/span>\u6216<\/span><\/span>\u201c<\/span><\/span>\u5b9e\u6218\u5b9e\u9a8c\u5ba4<\/span><\/span>\u201d<\/span><\/span>\u3002\u51b2\u7a81\u63a8\u52a8\u4e86\u5728\u6b66\u5668\u7cfb\u7edf\u3001\u60c5\u62a5\u5206\u6790\u548c\u7f51\u7edc\u5b89\u5168\u9886\u57df\u5bf9\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5927\u91cf\u521b\u65b0\uff0c\u56e0\u4e3a\u4fc4\u7f57\u65af\u4e0e\u4e4c\u514b\u5170\u53cc\u65b9\u90fd\u5728\u52aa\u529b\u4e89\u593a\u6280\u672f\u4f18\u52bf\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u7531\u7f8e\u56fd\u56fd\u9632\u90e8\u5f00\u53d1\u7684\u6885\u6587\u9879\u76ee\u53d1\u6325\u4e86\u5173\u952e\u5f71\u54cd\u4f5c\u7528\uff0c\u81ea\u4fc4\u7f57\u65af\u5165\u4fb5\u4e4b\u521d\u5373\u4e3a\u4e4c\u514b\u5170\u9632\u52a1\u884c\u52a8\u63d0\u4f9b\u4e86\u91cd\u8981\u652f\u6301\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u5177\u4f53\u800c\u8a00\uff0c\u6885\u6587\u9879\u76ee\u7684\u8d21\u732e\u4f53\u73b0\u5728\u5176\u4e0e\u7f8e\u56fd\u9646\u519b\u7b2c\u5341\u516b\u7a7a\u964d\u519b\uff08<\/span><\/span>XVIII Airborne Corps<\/span><\/span>\uff09\u7684\u6574\u5408\uff0c\u8be5\u90e8\u961f\u7531\u514b\u91cc\u65af\u6258\u5f17<\/span><\/span>\u00b7<\/span><\/span>\u591a\u8bfa\u4f11\u5c06\u519b\uff08<\/span><\/span>General Christopher Donohue<\/span><\/span>\uff09\u6307\u6325\uff0c\u5e76\u8d1f\u8d23\u5b89\u5168\u63f4\u52a9\u56e2<\/span><\/span>\u2014<\/span><\/span>\u4e4c\u514b\u5170\uff08<\/span><\/span>Security Assistance Group\u2013Ukraine, SAG-U<\/span><\/span>\uff09\u3002<\/span><\/span>\u867d\u7136<\/span><\/span><\/strong>SAG-U<\/span><\/span><\/strong>\u5728\u65e9\u671f\u7684\u4efb\u52a1\u662f\u63d0\u4f9b\u57fa\u672c\u7684\u6307\u6325\u652f\u6301\u3001\u540e\u52e4\u89c4\u5212\u548c\u7269\u8d44\u5411\u4e4c\u514b\u5170\u524d\u7ebf\u7684\u4ea4\u4ed8\uff0c\u4f46\u5176\u4f5c\u6218\u91cd\u70b9\u5f88\u5feb\u8f6c\u5411\u76f4\u63a5\u7684\u6218\u573a\u652f\u63f4\uff0c\u7279\u522b\u662f\u5728\u76ee\u6807\u5de5\u4f5c\u4efb\u52a1\u65b9\u9762<\/span><\/span><\/strong>\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u6885\u6587\u9879\u76ee\u4e0b\u5f00\u53d1\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5728\u8bc6\u522b\u5e76\u901a\u62a5\u6f5c\u5728\u76ee\u6807\u65b9\u9762\u53d1\u6325\u4e86\u5173\u952e\u4f5c\u7528\uff0c\u5728\u4e4c\u514b\u5170\u519b\u961f\u53d1\u52a8\u7684\u591a\u6b21\u53cd\u51fb\u884c\u52a8\u4e2d\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u9664\u5355\u7eaf\u7684\u76ee\u6807\u8bc6\u522b\u4e4b\u5916\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u6218\u573a\u4e0a\u8fd8\u4f5c\u4e3a\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u53d1\u6325\u4f5c\u7528\uff0c\u5b9e\u9645\u4e0a\u4e3a\u4e4c\u514b\u5170\u6307\u6325\u5b98\u63d0\u4f9b\u4e86\u4e00\u4e2a\u52a8\u6001\u7684<\/span><\/span><\/strong>\u201c<\/span><\/span><\/strong>\u6570\u5b57\u5316\u6218\u573a\u6a21\u578b<\/span><\/span><\/strong>\u201d<\/span><\/span><\/strong>\u3002\u8fd9\u4e00\u865a\u62df\u5316\u5448\u73b0\u901a\u8fc7\u7efc\u5408\u6765\u81ea\u76f8\u5bf9\u7a00\u758f\u4f20\u611f\u5668\u7f51\u7edc\u7684\u6570\u636e\uff0c\u5b9e\u73b0\u4e86\u5bf9\u654c\u519b\u53ca\u5176\u4f4d\u7f6e\u7684\u63a2\u6d4b\u4e0e\u8ddf\u8e2a\uff0c\u4ece\u800c\u5728\u4f20\u611f\u5668\u90e8\u7f72\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\u4ecd\u63d0\u5347\u4e86\u6001\u52bf\u611f\u77e5\u548c\u4f5c\u6218\u51b3\u7b56\u80fd\u529b\u3002\u56fd\u5bb6\u5730\u7406\u7a7a\u95f4\u60c5\u62a5\u5c40\u968f\u540e\u5728\u516c\u5f00\u89c6\u9891\u8d44\u6599\u4e2d\u62ab\u9732\uff0c<\/span><\/span>\u6885\u6587\u9879\u76ee\u5728\u4e4c\u514b\u5170\u7684\u90e8\u7f72\u4f7f<\/span><\/span><\/strong>\u201c<\/span><\/span><\/strong>\u53d1\u73b0<\/span><\/span><\/strong>\u2014<\/span><\/span><\/strong>\u5b9a\u4f4d<\/span><\/span><\/strong>\u2014<\/span><\/span><\/strong>\u6253\u51fb<\/span><\/span><\/strong>\u201d<\/span><\/span><\/strong>\uff08<\/span><\/span><\/strong>Find, Fix, Finish<\/span><\/span><\/strong>\uff09\u5faa\u73af\u7f29\u77ed\u81f3\u4e0d\u5230<\/span><\/span><\/strong>10<\/span><\/span><\/strong>\u5206\u949f\u3002<\/span><\/span><\/strong>\n\t<\/p>\n

\n\t\t\u4eba\u4eec\u666e\u904d\u8ba4\u4e3a\uff0c\u6885\u6587\u9879\u76ee\u5728\u5bf9\u4fc4\u7f57\u65af\u6b66\u88c5\u529b\u91cf\u603b\u53c2\u8c0b\u957f\u3001\u540c\u65f6\u4e5f\u662f\u666e\u4eac\u603b\u7edf\u91cd\u8981\u519b\u4e8b\u52a9\u624b\u7684\u74e6\u5217\u91cc<\/span><\/span>\u00b7<\/span><\/span>\u683c\u62c9\u897f\u83ab\u592b\u5927\u5c06\uff08<\/span><\/span>General Valery Gerasimov<\/span><\/span>\uff09\u7684\u7cbe\u786e\u6253\u51fb\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\u3002<\/span><\/span>2022<\/span><\/span>\u5e74<\/span><\/span>5<\/span><\/span>\u6708<\/span><\/span>1<\/span><\/span>\u65e5\uff0c\u683c\u62c9\u897f\u83ab\u592b\u5728\u89c6\u5bdf\u4fc4\u519b\u67d0\u603b\u90e8\u671f\u95f4\uff0c\u8be5\u5730\u70b9\u906d\u5230\u4e4c\u514b\u5170\u70ae\u51fb\uff0c\u636e\u79f0\u4f7f\u7528\u7684\u662f\u7f8e\u56fd\u63d0\u4f9b\u7684<\/span><\/span>\u201c<\/span><\/span>\u9ad8\u673a\u52a8\u706b\u7bad\u70ae\u7cfb\u7edf<\/span><\/span>\u201d<\/span><\/span>\uff08<\/span><\/span>High Mobility Artillery Rocket System, HIMARS<\/span><\/span>\uff09\u3002\u7c7b\u4f3c\u7684\u76ee\u6807\u5de5\u4f5c\u652f\u6301\uff0c\u4e5f\u5f88\u53ef\u80fd\u4fc3\u6210\u4e86\u4e4c\u514b\u5170\u5bf9\u9a6c\u91cc\u4e4c\u6ce2\u5c14\u5730\u533a\u4fc4\u519b\u8425\u623f\u7684\u6253\u51fb\uff0c\u5176\u4e2d\u76f8\u5173\u60c5\u62a5\u88ab\u63a8\u6d4b\u6765\u81ea\u4fc4\u519b\u58eb\u5175\u5728\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u53d1\u5e03\u7684\u56fe\u50cf\u3002\u6b64\u5916\uff0c\u4e4c\u514b\u5170\u6301\u7eed\u9488\u5bf9\u4fc4\u7f57\u65af\u70bc\u6cb9\u5382\u5c55\u5f00\u7684\u653b\u52bf\uff0c\u4e5f\u4f3c\u4e4e\u53d7\u76ca\u4e8e\u6885\u6587\u9879\u76ee\u6240\u63d0\u4f9b\u7684\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u76ee\u6807\u5de5\u4f5c\u80fd\u529b\u3002\u7528\u4e8e\u6b64\u7c7b\u4efb\u52a1\u7684\u65e0\u4eba\u673a\u91c7\u7528\u4e86\u7b80\u5355\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u4ee5\u5b9e\u73b0\u7cbe\u786e\u6253\u51fb\u5e76\u9632\u6b62\u906d\u53d7\u5e72\u6270\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u4e09\u3001\u4eba\u5de5\u667a\u80fd\u5728\u6218\u4e89\u4e2d\u7684\u4f5c\u7528<\/span><\/span><\/strong>\n\t<\/p>\n

\n\t\t\u4ee5\u6885\u6587\u9879\u76ee\u7b49\u4e3a\u4ee3\u8868\u7684\u5f53\u4ee3\u4eba\u5de5\u667a\u80fd\u5728\u6218\u4e89\u4e2d\u7684\u5b9e\u9645\u4f5c\u7528\uff0c\u4e3b\u8981\u96c6\u4e2d\u5728\u5bf9\u6d77\u91cf\u3001\u591a\u6e90\u4fe1\u606f\u6d41\u7684\u5206\u6790\u4e0e\u89e3\u8bfb\uff0c\u800c\u975e\u81ea\u4e3b\u5b9e\u65bd\u81f4\u547d\u6253\u51fb\u3002\u5c3d\u7ba1\u516c\u4f17\u548c\u5a92\u4f53\u5bf9\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u5e26\u6765\u5b8c\u5168\u81ea\u4e3b\u6740\u4f24\u7cfb\u7edf\u7684\u524d\u666f\u5b58\u5728\u5927\u91cf\u731c\u6d4b\uff0c\u4f46<\/span><\/span>\u4f5c\u6218\u73b0\u5b9e\u8868\u660e\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u4f5c\u4e3a\u6218\u573a\u51b3\u7b56\u8fc7\u7a0b\u4e2d\u7684\u529b\u91cf\u500d\u589e\u5668\u3002<\/span><\/span><\/strong>\n\t<\/p>\n

\n\t\t\u4eba\u5de5\u667a\u80fd\u5728\u519b\u4e8b\u9886\u57df\u7684\u4e00\u9879\u6839\u672c\u6027\u8d21\u732e\uff0c\u5728\u4e8e\u5176\u80fd\u591f\u5904\u7406\u3001\u6574\u5408\u5e76\u5206\u6790\u7531\u73b0\u4ee3\u4f20\u611f\u5668\u7f51\u7edc\u3001\u65e0\u4eba\u673a\u4fa6\u5bdf\u3001\u7f51\u7edc\u60c5\u62a5\u7b49\u6765\u6e90\u6240\u4ea7\u751f\u7684\u6d77\u91cf\u6570\u636e<\/span><\/span><\/strong>\u3002\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5e76\u975e\u72ec\u7acb\u53d1\u8d77\u4f5c\u6218\u884c\u52a8\uff0c\u800c\u662f\u652f\u6491\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\uff0c\u589e\u5f3a\u4eba\u7c7b\u6307\u6325\u5b98\u7684\u6001\u52bf\u611f\u77e5\u3001\u5a01\u80c1\u8bc6\u522b\u548c\u76ee\u6807\u6392\u5e8f\u80fd\u529b\u3002\u6885\u6587\u9879\u76ee\u6b63\u662f\u8fd9\u4e00\u65b9\u6cd5\u7684\u4f53\u73b0\uff0c\u5176\u5229\u7528\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u4ece\u65e0\u4eba\u673a\u753b\u9762\u53ca\u5176\u4ed6\u60c5\u62a5\u6765\u6e90\u4e2d\u8bc6\u522b\u5e76\u901a\u62a5\u6f5c\u5728\u76ee\u6807\u3002\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u81ea\u4e3b\u5bf9\u76ee\u6807\u5b9e\u65bd\u6253\u51fb\uff0c\u800c\u662f\u5411\u4eba\u5de5\u64cd\u4f5c\u5458\u5448\u73b0\u7ecf\u9a8c\u8bc1\u7684\u4fe1\u606f\uff0c\u7531\u5176\u8fdb\u884c\u5206\u6790\u5e76\u4f5c\u51fa\u77e5\u60c5\u51b3\u7b56\u3002<\/span><\/span>\u8fd9\u79cd<\/span><\/span><\/strong>\u201c<\/span><\/span><\/strong>\u4eba\u5728\u56de\u8def\u4e2d<\/span><\/span><\/strong>\u201d<\/span><\/span><\/strong>\uff08<\/span><\/span><\/strong>human-in-the-loop<\/span><\/span><\/strong>\uff09\u7684\u6a21\u5f0f\uff0c\u5bf9\u4e8e\u4fdd\u6301\u6307\u6325\u8d23\u4efb\u4e0e\u4f26\u7406\u76d1\u7763\u81f3\u5173\u91cd\u8981<\/span><\/span><\/strong>\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u5c3d\u7ba1\u81ea\u4e3b\u6b66\u5668\u7cfb\u7edf\u5f15\u53d1\u4e86\u91cd\u5927\u7684\u4f26\u7406\u4e0e\u6cd5\u5f8b\u95ee\u9898\uff0c\u4f46\u76ee\u524d\u5728\u6885\u6587\u9879\u76ee\u53ca\u7c7b\u4f3c\u9632\u52a1\u8ba1\u5212\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\uff0c\u4ecd\u7136\u901a\u8fc7\u786e\u4fdd\u76ee\u6807\u5de5\u4f5c\u73af\u8282\u4e2d\u7684\u4eba\u5de5\u76d1\u7763\uff0c\u4e0e\u56fd\u9645\u89c4\u8303\u4fdd\u6301\u4e00\u81f4\u3002\u8fd9\u6709\u52a9\u4e8e\u964d\u4f4e\u5b8c\u5168\u81ea\u4e3b\u81f4\u547d\u884c\u52a8\u53ef\u80fd\u5e26\u6765\u7684\u610f\u5916\u5347\u7ea7\u6216\u9644\u5e26\u635f\u5bb3\u98ce\u9669\uff0c\u4ece\u800c\u4f53\u73b0\u51fa\u5728\u519b\u4e8b\u884c\u52a8\u4e2d\u5bf9\u4eba\u5de5\u667a\u80fd\u6280\u672f\u91c7\u53d6\u7684\u5ba1\u614e\u3001\u7a33\u5065\u7684\u8fd0\u7528\u65b9\u5f0f\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u5f52\u6839\u7ed3\u5e95\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u73b0\u4ee3\u6218\u4e89\u4e2d\u7684\u53d8\u9769\u6027\u5f71\u54cd\uff0c\u4e0d\u5728\u4e8e\u53d6\u4ee3\u4eba\u7c7b\u4e3b\u4f53\u6027\uff0c\u800c\u5728\u4e8e\u901a\u8fc7\u63d0\u9ad8\u6218\u573a\u4fe1\u606f\u7684\u901f\u5ea6\u3001\u51c6\u786e\u6027\u4e0e\u53ef\u7406\u89e3\u6027\u6765\u8d4b\u80fd\u51b3\u7b56\u8005\u3002\u6b63\u5982\u6885\u6587\u9879\u76ee\u9996\u4efb\u4e3b\u4efb\u6770\u514b<\/span><\/span>\u00b7<\/span><\/span>\u6c99\u7eb3\u6c49\uff08<\/span><\/span>Jack Shanahan<\/span><\/span>\uff09\u6240\u8a00\uff1a<\/span><\/span>\u201c<\/span><\/span>\u8fd9\u662f\u4e00\u79cd\u4f20\u7edf\u6216\u65e2\u6709\u6b66\u5668\u7cfb\u7edf\u4e0e\u5546\u4e1a\u5316\u3001\u524d\u6cbf\u6280\u672f\u76f8\u7ed3\u5408\u7684\u5947\u7279\u6df7\u5408\u4f53\u3002\u6700\u7ec8\u53d6\u5f97\u4f18\u52bf\u7684\u4e00\u65b9\uff0c\u5c06\u662f\u80fd\u591f\u4ee5\u65b0\u7684\u3001\u4e0d\u540c\u7684\u3001\u5bcc\u6709\u521b\u9020\u6027\u7684\u65b9\u5f0f\u8fd0\u7528\u8fd9\u79cd\u6280\u672f\u7ec4\u5408\u7684\u4e00\u65b9<\/span><\/span>\u201d<\/span><\/span>\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\u8fd9\u8868\u660e\uff0c\u6218\u4e89\u8303\u5f0f\u6b63\u5728\u53d1\u751f\u6f14\u53d8\uff0c<\/span><\/span>\u7531\u5148\u8fdb\u5206\u6790\u80fd\u529b\u548c\u4eba\u5de5\u667a\u80fd\u652f\u6491\u7684\u4fe1\u606f\u4f18\u52bf\uff0c\u6b63\u5728\u6784\u6210\u5173\u952e\u7684\u6218\u7565\u4f18\u52bf<\/span><\/span><\/strong>\u3002\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u6839\u672c\u89d2\u8272\u662f\u4fe1\u606f\u5206\u6790\u4e0e\u51b3\u7b56\u652f\u6301\uff0c\u800c\u975e\u81ea\u4e3b\u81f4\u547d\u6253\u51fb\u3002<\/span><\/span>\n\t<\/p>\n

\n\t\t\n\t<\/p>\n<\/section>\n","protected":false},"excerpt":{"rendered":"

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