{"id":295,"date":"2026-04-16T16:46:12","date_gmt":"2026-04-16T20:46:12","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=295"},"modified":"2026-04-16T16:49:36","modified_gmt":"2026-04-16T20:49:36","slug":"purple-team-working-with-ai","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/zh\/purple-team-working-with-ai\/","title":{"rendered":"\u7d2b\u968a\u6f14\u7df4\uff1a\u8207 AI \u5354\u4f5c"},"content":{"rendered":"

\u4ee5\u4e0b\u662f\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\u5718\u968a\u6210\u54e1\u7684\u4e00\u7cfb\u5217\u4ea4\u6d41\uff1a <\/em>\u6258\u99ac\u65af\u00b7\u970d\u723e\u99ac\u624e\u00b7\u9053<\/em><\/a>, Vinay Kumar<\/a>, \u5e0c\u5207\u59c6<\/a><\/em> \u8cd3\u58eb\uff08Benzair\uff09<\/em><\/a>, \u963f\u5e03\u5df4\u5361\u5c14<\/a><\/em> \u85a9\u99ac\u514b<\/em><\/a>, \u5b89\u6d1b\u514b\u594e\u723e<\/a> \u4ee5\u53ca\u6211\u5011\u7684 <\/em>AI \u4ee3\u7406\uff0c\u67e5\u7406\u548c\u8389\u5a1c<\/em><\/a>.<\/em><\/p>\n\n\n\n

\u5546\u696d\u7269\u7406\u5b78\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4\u5982\u4f55\u5728\u4eba\u6a5f\u5354\u4f5c\u8edf\u9ad4\u958b\u767c\u4e2d\u4fdd\u7559\u5224\u65b7\u529b<\/em><\/p>\n\n\n\n

\u8a31\u591a\u5718\u968a\u73fe\u5728\u90fd\u5229\u7528 AI \u4f86\u751f\u6210\u7a0b\u5f0f\u78bc\u3001\u5efa\u8b70\u4fee\u5fa9\u3001\u91cd\u69cb\u51fd\u6578\u3001\u64b0\u5beb\u6587\u4ef6\uff0c\u4e26\u52a0\u5feb\u4ea4\u4ed8\u901f\u5ea6\u3002\u751f\u7522\u529b\u78ba\u5be6\u6709\u6240\u63d0\u5347\uff0c\u4f46\u98a8\u96aa\u4e5f\u96a8\u4e4b\u800c\u4f86\u3002\u4eba\u985e\u8207 AI \u4e4b\u9593\u7684\u4e92\u52d5\u8d8a\u5feb\u901f\uff0c\u5de5\u4f5c\u80cc\u5f8c\u7684\u63a8\u7406\u5c31\u8d8a\u5bb9\u6613\u6d88\u5931\u3002\u63d0\u51fa\u4e00\u500b\u63d0\u793a\uff0c\u63a5\u53d7\u4e00\u500b\u5efa\u8b70\uff0c\u4e00\u500b\u529f\u80fd\u4e0d\u65b7\u6f14\u9032\uff0c\u7a0b\u5f0f\u78bc\u5c31\u5b8c\u6210\u4ea4\u4ed8\u4e86\u3002\u7136\u800c\uff0c\u5728\u6c7a\u7b56\u80cc\u5f8c\u7684\u908f\u8f2f\uff0c\u53ef\u80fd\u96a8\u8457\u5de5\u4f5c\u7684\u63a8\u9032\u800c\u8fc5\u901f\u6de1\u5fd8\u3002.<\/p>\n\n\n\n

\u5c0d\u6211\u5011\u4f86\u8aaa\uff0c\u9019\u4e0d\u50c5\u662f\u6587\u4ef6\u8a18\u9304\u554f\u984c\uff0c\u66f4\u662f\u6211\u5011\u5728\u5be6\u9a57\u5ba4\u4e2d\u904b\u884c AI \u6a21\u64ec\u7684\u5c08\u696d\u5be6\u8e10\u3002.<\/p>\n\n\n\n

\u5728\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\uff0c\u6211\u5011\u95dc\u5fc3\u7684\u4e0d\u50c5\u50c5\u662f\u7a0b\u5f0f\u78bc\u662f\u5426\u6709\u6548\u3002\u6211\u5011\u66f4\u5728\u4e4e\u7a0b\u5f0f\u78bc\u80cc\u5f8c\u7684\u5224\u65b7\u904e\u7a0b\u662f\u5426\u8db3\u5920\u6e05\u6670\uff0c\u4ee5\u4fbf\u5be9\u67e5\u3001\u6bd4\u8f03\u548c\u6539\u9032\u3002\u6211\u5011\u60f3\u77e5\u9053\u9078\u64c7\u67d0\u689d\u8def\u5f91\u7684\u539f\u56e0\u3001\u54ea\u4e9b\u8b49\u64da\u4f7f\u5176\u503c\u5f97\u4fe1\u8cf4\u3001\u5de5\u7a0b\u5e2b\u8986\u84cb\u4e86\u4ec0\u9ebc\u3001\u54ea\u4e9b\u9650\u5236\u5f71\u97ff\u4e86\u6c7a\u7b56\u3001\u63a5\u53d7\u4e86\u54ea\u4e9b\u6b0a\u8861\uff0c\u4ee5\u53ca\u5718\u968a\u5f9e\u4e2d\u5b78\u5230\u4e86\u4ec0\u9ebc\u3002.<\/p>\n\n\n\n

\u9019\u4e5f\u662f\u70ba\u4ec0\u9ebc\u6211\u5011\u63d0\u8b70\u7684\u5408\u4f5c\u5718\u968a\uff0c\u6211\u5011\u7a31\u4e4b\u70ba \u7d2b\u968a\u5c0f\u5f91<\/strong>.<\/p>\n\n\n\n

\u300c\u7d2b\u968a\u6b65\u9053\u300d\u662f\u6211\u5011\u5728\u4eba\u5de5\u667a\u6167\u8edf\u9ad4\u958b\u767c\u4e2d\u4fdd\u5b58\u5224\u65b7\u8ecc\u8de1\u7684\u4e00\u7a2e\u65b9\u5f0f\u3002\u5b83\u70ba\u5feb\u901f\u8b8a\u52d5\u7684\u5de5\u4f5c\u63d0\u4f9b\u7d50\u69cb\uff0c\u4ee5\u4fbf\u4eba\u985e\u548c AI \u7684\u8ca2\u737b\u80fd\u5920\u96a8\u8457\u6642\u9593\u4fdd\u6301\u53ef\u898b\u6027\u3002\u5b83\u5e6b\u52a9\u6211\u5011\u5728\u60f3\u6cd5\u9084\u65b0\u9bae\u6642\u5c31\u80fd\u64f7\u53d6\u5176\u63a8\u7406\u904e\u7a0b\uff0c\u5728\u5de5\u4f5c\u751f\u547d\u9031\u671f\u7684\u4e0d\u540c\u968e\u6bb5\u6bd4\u8f03\u4e0d\u540c\u89c0\u9ede\uff0c\u4e26\u5c07\u4ea4\u4ed8\u6210\u679c\u8f49\u5316\u70ba\u5b78\u7fd2\uff0c\u800c\u4e0d\u662f\u8b93\u5b83\u6d88\u5931\u5728\u5df2\u5b8c\u6210\u7684\u6210\u54c1\u4e2d\u3002.<\/p>\n\n\n\n

\u5728\u5be6\u969b\u61c9\u7528\u5c64\u9762\uff0c \u7d05\u968a<\/strong> \u5c0b\u627e\u5f31\u9ede\u3002\u5b83\u6311\u6230\u5047\u8a2d\uff0c\u6e2c\u8a66\u4fe1\u5fc3\u662f\u5426\u5408\u7406\uff0c\u4e26\u8a62\u554f\u4e8b\u7269\u53ef\u80fd\u5728\u54ea\u88e1\u5931\u6557\u3002 \u85cd\u968a<\/strong> \u6ce8\u91cd\u9ede\u5728\u65bc\u4fdd\u8b77\u8207\u7a69\u5b9a\u3002\u5b83\u5be9\u8996\u54ea\u4e9b\u90e8\u5206\u5fc5\u9808\u53ef\u9760\u904b\u884c\uff0c\u54ea\u4e9b\u9700\u8981\u5b89\u5168\u9632\u8b77\uff0c\u4ee5\u53ca\u5718\u968a\u5728\u5be6\u969b\u4f7f\u7528\u4e2d\u5fc5\u9808\u6e96\u5099\u652f\u63f4\u54ea\u4e9b\u65b9\u9762\u3002 \u7d2b\u968a<\/strong> \u9023\u63a5\u4e86\u96d9\u65b9\u3002\u5b83\u6709\u52a9\u65bc\u6bd4\u8f03\u88ab\u6311\u6230\u7684\u4e8b\u9805\u3001\u88ab\u4fdd\u8b77\u7684\u4e8b\u9805\u4ee5\u53ca\u5b78\u5230\u7684\u77e5\u8b58\u3002\u5728\u6211\u5011\u7684\u5be6\u9a57\u5ba4\u4e2d\uff0c\u9019\u500b\u89d2\u8272\u66f4\u9032\u4e00\u6b65\uff1a\u7d2b\u968a\u6709\u52a9\u65bc\u4fdd\u5b58\u5224\u65b7\u8ecc\u8de1\uff0c\u4ee5\u4fbf\u4eba\u985e\u8207\u4eba\u5de5\u667a\u80fd\u7684\u4e92\u88dc\u6027\u8b8a\u5f97\u53ef\u898b\u3001\u53ef\u5be9\u67e5\u4e14\u9577\u4e45\u53ef\u7528\u3002.<\/p>\n\n\n\n

\u5546\u696d\u7269\u7406\u5b78\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\u5c07\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u4f5c\u70ba\u5176\u71df\u904b\u6a21\u5f0f\u7684\u4e00\u90e8\u5206\u3002\u9019\u6709\u52a9\u65bc\u5be6\u9a57\u5ba4\u900f\u904e\u7d50\u5408\u4eba\u985e\u548c\u4eba\u5de5\u667a\u80fd\u7684\u8ca2\u737b\u4f86\u64f4\u5927\u5de5\u4f5c\u898f\u6a21\u3002\u5373\u4fbf\u5982\u6b64\uff0c\u4eba\u985e\u59cb\u7d42\u4fdd\u6301\u63a7\u5236\u3002\u5728\u9019\u500b\u4eba\u6a5f\u4e92\u88dc\u6a21\u578b\u4e2d\uff0c\u6bcf\u500b\u8cc7\u6e90\u90fd\u6703\u7522\u751f\u4e00\u500b README \u5340\u584a\uff0c\u4ee5\u4fdd\u7559\u5224\u65b7\u8ecc\u8de1\u3001\u91d0\u6e05\u89d2\u8272\u4e26\u4f7f\u6c7a\u7b56\u53ef\u4f9b\u5be9\u67e5\u3002\u5728\u6574\u500b\u904e\u7a0b\u4e2d\u90fd\u4fdd\u6301\u4eba\u985e\u76e3\u7763\uff0c\u4e26\u4e14\u4eba\u985e\u59cb\u7d42\u53c3\u8207\u6240\u6709\u6d3b\u52d5\u3002.<\/p>\n\n\n\n

\u70ba\u4ec0\u9ebc\u6211\u5011\u5efa\u7acb\u9019\u7a2e\u65b9\u6cd5<\/strong><\/h2>\n\n\n\n

\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\u7684\u5b58\u5728\u662f\u70ba\u4e86\u7406\u89e3\u548c\u6539\u5584\u4eba\u985e\u8207\u667a\u80fd\u7cfb\u7d71\u5354\u540c\u5de5\u4f5c\u7684\u65b9\u5f0f\u3002\u9019\u610f\u5473\u8457\u6211\u5011\u4e0d\u50c5\u95dc\u5fc3\u7d50\u679c\uff0c\u9084\u95dc\u5fc3\u9a45\u52d5\u9019\u4e9b\u7d50\u679c\u7684\u56e0\u7d20\uff1a\u52d5\u6a5f\u3001\u963b\u529b\u3001\u56de\u994b\u3001\u4fe1\u4efb\u3001\u9069\u61c9\u548c\u6c7a\u7b56\u54c1\u8cea\u3002.<\/p>\n\n\n\n

\u8edf\u9ad4\u958b\u767c\u662f\u76ee\u524d\u6700\u80fd\u6e05\u6670\u986f\u73fe\u9019\u4e9b\u529b\u91cf\u7684\u5730\u65b9\u4e4b\u4e00\u3002.<\/p>\n\n\n\n

AI \u53ef\u4ee5\u5e6b\u52a9\u958b\u767c\u8005\u52a0\u5feb\u901f\u5ea6\u3001\u63a2\u7d22\u66f4\u591a\u9078\u9805\u4e26\u6e1b\u5c11\u91cd\u8907\u6027\u5de5\u4f5c\u3002\u4f46\u901f\u5ea6\u672c\u8eab\u4e26\u4e0d\u8db3\u5920\u3002\u4e8b\u5be6\u4e0a\uff0c\u901f\u5ea6\u53ef\u80fd\u6703\u7522\u751f\u4e00\u7a2e\u65b0\u7684\u6469\u64e6\uff1a\u6d88\u5931\u7684\u63a8\u7406\u7684\u6469\u64e6\u3002\u4ee3\u78bc\u53ef\u80fd\u770b\u8d77\u4f86\u5f88\u7cbe\u7dfb\uff0c\u4f46\u5176\u80cc\u5f8c\u7684\u904e\u7a0b\u53ef\u80fd\u4e26\u4e0d\u6e05\u695a\u3002\u9019\u6703\u524a\u5f31\u77e5\u8b58\u5171\u4eab\uff0c\u4f7f\u5165\u8077\u57f9\u8a13\u66f4\u52a0\u56f0\u96e3\uff0c\u7e2e\u5c0f\u4ee3\u78bc\u5be9\u67e5\u7684\u7bc4\u570d\uff0c\u4e26\u964d\u4f4e\u7d44\u7e54\u5f9e\u5176\u69cb\u5efa\u7684\u5167\u5bb9\u4e2d\u5b78\u7fd2\u7684\u80fd\u529b\u3002.<\/p>\n\n\n\n

\u63db\u53e5\u8a71\u8aaa\uff0c\u7a0b\u5f0f\u78bc\u53ef\u80fd\u96a8\u8655\u53ef\u898b\uff0c\u4f46\u5176\u80cc\u5f8c\u7684\u5c08\u696d\u5224\u65b7\u537b\u8b8a\u5f97\u4e0d\u53ef\u898b\u3002.<\/p>\n\n\n\n

\u9019\u5c31\u662f\u6211\u5011\u60f3\u89e3\u6c7a\u7684\u554f\u984c\u3002.<\/p>\n\n\n\n

\u6211\u5011\u9700\u8981\u4e00\u7a2e\u65b9\u6cd5\u4f86\u4fdd\u5b58\u5224\u65b7\uff0c\u540c\u6642\u53c8\u4e0d\u81f3\u65bc\u9020\u6210\u7e41\u7463\u7684\u6d41\u7a0b\u3002\u6211\u5011\u9700\u8981\u4e00\u7a2e\u65b9\u5f0f\uff0c\u8b93\u4eba\u985e\u8207\u4eba\u5de5\u667a\u6167\u7684\u4e92\u52d5\u8db3\u5920\u6e05\u6670\uff0c\u4ee5\u4fbf\u652f\u6301\u53cd\u601d\u3001\u6bd4\u8f03\u548c\u554f\u8cac\u3002\u800c\u4e14\uff0c\u6211\u5011\u9700\u8981\u4e00\u4e9b\u5c0f\u578b\u5718\u968a\u3001\u7814\u7a76\u5c0f\u7d44\u548c\u654f\u6377\u5de5\u4f5c\u74b0\u5883\u80fd\u5920\u5be6\u969b\u4f7f\u7528\u7684\u6771\u897f\u3002.<\/p>\n\n\n\n

\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u7d2b\u968a\u8a66\u9a57\uff08Purple Team Trail\uff09\u8655\u65bc\u6211\u5011\u71df\u904b\u7684\u4e2d\u5fc3\u3002.<\/p>\n\n\n\n

\n

\u201c\u300c\u7d2b\u8272\u5718\u968a\uff08Purple Team\uff09\u8def\u7dda\u5716\u4e4b\u6240\u4ee5\u7279\u5225\u6709\u50f9\u503c\uff0c\u662f\u56e0\u70ba\u5b83\u80fd\u8b93\u91cd\u8981\u7684\u6c7a\u7b56\u5728\u6574\u500b\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u8b8a\u5f97\u53ef\u898b\u3001\u53ef\u8cea\u7591\u4e14\u6709\u689d\u7406\uff0c\u9032\u800c\u6709\u52a9\u65bc\u4fdd\u8b77 CIA \u4e09\u5143\u7d44 \u2014 \u6a5f\u5bc6\u6027\uff08Confidentiality\uff09\u3001\u5b8c\u6574\u6027\uff08Integrity\uff09\u8207\u53ef\u7528\u6027\uff08Availability\uff09\uff0c\u5982\u6b64\u4e00\u4f86\uff0c\u5b89\u5168\u554f\u984c\u5c31\u80fd\u5118\u65e9\u88ab\u767c\u73fe\uff0c\u800c\u4e0d\u81f3\u65bc\u5f8c\u77e5\u5f8c\u89ba\u3002\u300d\u2013 Hichem Benzair<\/p>\n<\/blockquote>\n\n\n\n

\u6709\u591a\u5c11\u5c0f\u578b\u8edf\u9ad4\u5718\u968a\u4eca\u5929\u4f7f\u7528\u4eba\u5de5\u667a\u80fd<\/strong><\/p>\n\n\n\n

\u8a31\u591a\u4e2d\u5c0f\u578b\u8edf\u9ad4\u5718\u968a\u5df2\u7d93\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u4f7f\u7528\u4e86\u4eba\u5de5\u667a\u6167\u3002\u5de5\u7a0b\u5e2b\u5229\u7528\u5b83\u4f86\u751f\u6210\u7a0b\u5f0f\u78bc\u3001\u91cd\u69cb\u529f\u80fd\u3001\u8d77\u8349\u6e2c\u8a66\u3001\u7e3d\u7d50\u9700\u6c42\u3001\u88fd\u4f5c\u6587\u4ef6\u3001\u52a0\u901f\u539f\u578b\u958b\u767c\u4ee5\u53ca\u63a2\u7d22\u6280\u8853\u9078\u9805\u3002\u5f9e\u9019\u500b\u610f\u7fa9\u4e0a\u8aaa\uff0c\u4eba\u5de5\u667a\u6167\u5df2\u7d93\u6210\u70ba\u65e5\u5e38\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e00\u90e8\u5206\u3002\u554f\u984c\u4e0d\u5728\u65bc\u5718\u968a\u672a\u4f7f\u7528 AI\uff0c\u800c\u5728\u65bc\u9019\u7a2e\u4f7f\u7528\u5f80\u5f80\u662f\u5feb\u901f\u3001\u500b\u4eba\u5316\u4e14\u50c5\u6709\u5c11\u91cf\u8a18\u9304\u7684\u3002\u7522\u51fa\u88ab\u4fdd\u5b58\u4e0b\u4f86\uff0c\u4f46\u5176\u80cc\u5f8c\u7684\u63a8\u7406\u537b\u5e38\u5e38\u6c92\u6709\u3002\u9019\u6b63\u662f Purple Team Trail \u65e8\u5728\u5f4c\u88dc\u7684\u5dee\u8ddd\u3002.<\/p>\n\n\n\n

\u7d2b\u8272\u5718\u968a\u70ba\u4f55\u91cd\u8981<\/strong><\/h2>\n\n\n\n

\u5728\u8a31\u591a\u7d44\u7e54\u4e2d\uff0c\u7d2b\u968a\u88ab\u63cf\u8ff0\u70ba\u7d05\u968a\u548c\u85cd\u968a\u601d\u7dad\u4e4b\u9593\u7684\u6a4b\u6a11\u3002\u5728\u6211\u5011\u7684\u5be6\u9a57\u5ba4\u4e2d\uff0c\u9019\u500b\u60f3\u6cd5\u5f88\u6709\u7528\uff0c\u4f46\u4e0d\u5920\u5168\u9762\u3002.<\/p>\n\n\n\n

\u5c0d\u6211\u5011\u4f86\u8aaa\uff0c\u7d2b\u968a\u662f\u5be9\u8a08\u8ecc\u8de1\u7684\u7ba1\u7406\u8005\u3002.<\/p>\n\n\n\n

\u9019\u5c31\u662f\u5176\u4e2d\u5fc3\u6240\u5728\u3002.<\/p>\n\n\n\n

\u7d05\u968a\u6709\u52a9\u65bc\u63ed\u9732\u8584\u5f31\u7684\u5047\u8a2d\u3001\u904e\u5ea6\u7684\u81ea\u4fe1\uff0c\u4ee5\u53ca\u8f38\u51fa\u7d50\u679c\u53ef\u80fd\u770b\u8d77\u4f86\u6bd4\u5176\u80cc\u5f8c\u7406\u7531\u66f4\u5f37\u7684\u9818\u57df\u3002\u85cd\u968a\u5247\u81f4\u529b\u65bc\u4fdd\u8b77\u5728\u5be6\u969b\u904b\u4f5c\u4e2d\u5fc5\u9808\u4fdd\u6301\u7a69\u5b9a\u7684\u8981\u7d20\uff1a\u7a69\u5b9a\u6027\u3001\u5b89\u5168\u4fdd\u969c\u3001\u554f\u8cac\u5236\u548c\u5be6\u969b\u7684\u97cc\u6027\u3002\u7d2b\u968a\u5247\u63a5\u6536\u9019\u4e9b\u89c0\u9ede\uff0c\u9032\u884c\u6bd4\u8f03\uff0c\u4e26\u5c07\u5176\u8f49\u5316\u70ba\u4e00\u7a2e\u7d50\u69cb\u5316\u7684\u5b78\u7fd2\u5f62\u5f0f\u3002.<\/p>\n\n\n\n

\u9019\u5f88\u91cd\u8981\uff0c\u56e0\u70ba\u4eba\u6a5f\u5354\u4f5c\u958b\u767c\u4e0d\u50c5\u50c5\u7522\u751f\u7a0b\u5f0f\u78bc\u3002\u5b83\u6703\u7522\u751f\u6c7a\u7b56\u3002\u800c\u6c7a\u7b56\u662f\u5c08\u696d\u5be6\u52d9\u6210\u719f\u6216\u8870\u5f31\u7684\u95dc\u9375\u3002.<\/p>\n\n\n\n

\u7576\u7d2b\u8272\u5718\u968a\u80fd\u5920\u4fdd\u5b58\u9019\u4e9b\u6c7a\u7b56\u7684\u8ecc\u8de1\u6642\uff0c\u5be6\u9a57\u5ba4\u5c31\u80fd\u505a\u7684\u66f4\u591a\uff0c\u800c\u4e0d\u50c5\u662f\u4ea4\u4ed8\u4e00\u500b\u7d50\u679c\u3002\u5b83\u53ef\u4ee5\u4e86\u89e3\u8a72\u7d50\u679c\u662f\u5982\u4f55\u7522\u751f\u7684\uff0c\u5728\u54ea\u4e9b\u5730\u65b9\u4eba\u985e\u7684\u5224\u65b7\u662f\u6c7a\u5b9a\u6027\u7684\uff0cAI \u5728\u54ea\u4e9b\u5730\u65b9\u771f\u6b63\u63d0\u4f9b\u4e86\u5e6b\u52a9\uff0c\u4ee5\u53ca\u4e0b\u6b21\u9700\u8981\u505a\u51fa\u54ea\u4e9b\u6539\u8b8a\u3002.<\/p>\n\n\n\n

\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u7d2b\u968a\u6f14\u7df4\u5c0d\u6211\u5011\u4f86\u8aaa\u4e0d\u662f\u4e00\u500b\u8f14\u52a9\u6027\u6d41\u7a0b\uff0c\u800c\u662f\u6211\u5011\u4fdd\u8b77\u5de5\u4f5c\u5b8c\u6574\u6027\u7684\u4e00\u90e8\u5206\u3002.<\/p>\n\n\n\n

REACT \u6846\u67b6\u70ba\u9019\u500b\u8def\u7dda\u63d0\u4f9b\u4e86\u7d50\u69cb<\/strong><\/h2>\n\n\n\n

\u70ba\u4e86\u8b93\u7d2b\u968a\uff08Purple Team\uff09\u7684\u6f14\u7df4\u5177\u6709\u5be6\u7528\u6027\uff0c\u6211\u5011\u9700\u8981\u4e00\u500b\u7d00\u5f8b\u56b4\u8b39\u4f46\u53c8\u8f15\u5de7\u7684\u6846\u67b6\u3002\u9019\u5c31\u662f React<\/strong> \u8b8a\u5f97\u81f3\u95dc\u91cd\u8981.<\/p>\n\n\n\n

\u5728\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\uff0cREACT \u5e6b\u52a9\u6211\u5011\u4fdd\u6301\u6700\u91cd\u8981\u7684\u63a8\u7406\u6c34\u5e73\uff1a<\/p>\n\n\n\n

\u7406\u7531<\/strong> \u8a62\u554f\u70ba\u4f55\u4e00\u958b\u59cb\u8981\u5c0d\u67d0\u9805\u4efb\u52d9\u4f7f\u7528 AI\u3002.
\u8b49\u64da<\/strong> \u8a62\u554f\u54ea\u4e9b\u6aa2\u67e5\u3001\u6e2c\u8a66\u6216\u9a57\u8b49\u4f7f\u5f97\u8a72\u7d50\u679c\u503c\u5f97\u4fe1\u8cf4\u3002.
\u554f\u8cac\u5236<\/strong> \u8ab0\u6279\u51c6\u4e86\u6700\u7d42\u7d50\u679c\uff0c\u8ab0\u53c8\u64c1\u6709\u9019\u9805\u6c7a\u5b9a\u6b0a\u3002.
\u9650\u5236<\/strong> \u8a62\u554f\u4ec0\u9ebc\u898f\u5247\u3001\u754c\u9650\u6216\u5be6\u969b\u9650\u5236\u5851\u9020\u4e86\u9019\u9805\u5de5\u4f5c\u3002.
\u6b0a\u8861<\/strong> \u8a62\u554f\u54ea\u4e9b\u5730\u65b9\u5f97\u5230\u4e86\u512a\u5316\uff0c\u4ee5\u53ca\u54ea\u4e9b\u6210\u672c\u662f\u5df2\u77e5\u4e14\u88ab\u63a5\u53d7\u7684\u3002.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u9019\u500b\u7d50\u69cb\u5f88\u91cd\u8981\uff0c\u56e0\u70ba\u5b83\u53ef\u4ee5\u9632\u6b62 AI \u8f14\u52a9\u958b\u767c\u8b8a\u6210\u6a21\u7cca\u4e0d\u6e05\u3001\u6c92\u6709\u6e05\u6670\u908f\u8f2f\u53ef\u5faa\u7684\u5feb\u901f\u6c7a\u7b56\u3002.<\/p>\n\n\n\n

REACT \u4e0d\u8981\u6c42\u6211\u5011\u8a18\u9304\u6bcf\u4e00\u6b21\u64ca\u9375\u6216\u6bcf\u4e00\u6b21\u63d0\u793a\u7684\u8b8a\u5316\u3002\u5b83\u8981\u6c42\u7684\u662f\u66f4\u6709\u7528\u7684\u6771\u897f\uff1a\u4fdd\u7559\u89e3\u91cb\u70ba\u4f55\u61c9\u4fe1\u4efb\u8a72\u5de5\u4f5c\u7684\u63a8\u7406\u904e\u7a0b\u3002.<\/p>\n\n\n\n

\u70ba\u4ec0\u9ebc\u9078\u64c7\u9019\u689d\u8def\uff1f
\u70ba\u4ec0\u9ebc\u8981\u4fe1\u4efb\u5b83\uff1f
\u662f\u8ab0\u64c1\u6709\u7684\uff1f
\u662f\u4ec0\u9ebc\u5851\u9020\u4e86\u5b83\uff1f
\u82b1\u4e86\u591a\u5c11\u9322\uff1f<\/p>\n\n\n\n

\u9019\u4e9b\u554f\u984c\u5c0d\u6211\u5011\u7684\u5de5\u4f5c\u65b9\u5f0f\u81f3\u95dc\u91cd\u8981\u3002.<\/p>\n\n\n\n

\u53cd\u601d\u4e0d\u662f\u984d\u5916\u7684\u6587\u66f8\u5de5\u4f5c<\/strong><\/h2>\n\n\n\n

\u5728\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4\uff0c\u6211\u5011\u5c0d\u5f85 \u5c08\u696d\u5be6\u8e10\u53cd\u601d\u65e5\u8a8c<\/strong> \u4f5c\u70ba\u5de5\u4f5c\u672c\u8eab\u7684\u4e00\u90e8\u5206\uff0c\u800c\u4e0d\u662f\u4e8b\u5f8c\u6dfb\u52a0\u7684\u5b78\u8853\u7df4\u7fd2\u3002.<\/p>\n\n\n\n

\u5b83\u7684\u4f5c\u7528\u5f88\u7c21\u55ae\uff1a\u8b93\u4f5c\u54c1\u80cc\u5f8c\u7684\u601d\u8003\u904e\u7a0b\u8db3\u5920\u6e05\u6670\uff0c\u4ee5\u4fbf\u7406\u89e3\u3001\u6bd4\u8f03\u548c\u6539\u9032\u3002.<\/p>\n\n\n\n

\u9019\u6709\u52a9\u65bc\u7368\u7acb\u8ca2\u737b\u8005\u53cd\u601d\u4ed6\u5011\u5982\u4f55\u4f7f\u7528 AI\uff0c\u5728\u54ea\u88e1\u904b\u7528\u5224\u65b7\u529b\uff0c\u4ee5\u53ca\u4e0b\u6b21\u60f3\u505a\u54ea\u4e9b\u6539\u8b8a\u3002\u9019\u6709\u52a9\u65bc\u5be6\u9a57\u5ba4\u5728\u4e0d\u540c\u9805\u76ee\u4e4b\u9593\u4fdd\u5b58\u5171\u4eab\u8a18\u61b6\u3002\u540c\u6642\uff0c\u5728 AI \u53ef\u80fd\u4f7f\u4eba\u8207\u6a5f\u5668\u4e4b\u9593\u7684\u52de\u52d5\u5206\u5de5\u8b8a\u5f97\u6a21\u7cca\u7684\u60c5\u6cc1\u4e0b\uff0c\u9019\u4e5f\u6709\u52a9\u65bc\u6211\u5011\u7dad\u6301\u554f\u8cac\u5236\u3002.<\/p>\n\n\n\n

\u53cd\u601d\u65e5\u8a8c\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u662f\u56e0\u70ba\u5b83\u80fd\u5c07\u96b1\u5f62\u7684\u89e3\u96e3\u904e\u7a0b\uff0c\u8f49\u5316\u70ba\u53ef\u898b\u7684\u5c08\u696d\u5be6\u8e10\u3002.<\/p>\n\n\n\n

\u9019\u8207\u6211\u5011\u5728\u5546\u696d\u7269\u7406\u5b78\u9818\u57df\u7684\u66f4\u5ee3\u6cdb\u5de5\u4f5c\u975e\u5e38\u5951\u5408\u3002\u6211\u5011\u5c0d\u7cfb\u7d71\u5982\u4f55\u5b78\u7fd2\u3001\u6469\u64e6\u51fa\u73fe\u5728\u54ea\u88e1\u3001\u4fe1\u4efb\u5982\u4f55\u5efa\u7acb\u4ee5\u53ca\u66f4\u597d\u7684\u56de\u994b\u5faa\u74b0\u5982\u4f55\u96a8\u8457\u6642\u9593\u63a8\u79fb\u63d0\u9ad8\u7e3e\u6548\u611f\u8208\u8da3\u3002\u53cd\u601d\u65e5\u8a18\u662f\u8b93\u9019\u4e9b\u52d5\u614b\u5728\u8edf\u9ad4\u5de5\u4f5c\u4e2d\u986f\u73fe\u7684\u6700\u7c21\u55ae\u65b9\u6cd5\u4e4b\u4e00\u3002.<\/p>\n\n\n\n

\n

\u201c\u300c\u597d\u7684\u8a2d\u8a08\u4e0d\u50c5\u50c5\u5728\u65bc\u4eba\u5011\u6700\u7d42\u770b\u5230\u7684\u6771\u897f\u3002\u5b83\u9084\u95dc\u4e4e\u5851\u9020\u6240\u5efa\u5167\u5bb9\u7684\u63a8\u7406\u904e\u7a0b\u3002\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u52a0\u901f\u8f38\u51fa\uff0c\u4f46\u5718\u968a\u4ecd\u9700\u8981\u4e00\u7a2e\u65b9\u6cd5\u4f86\u4fdd\u7559\u5de5\u4f5c\u80cc\u5f8c\u7684\u5224\u65b7\u3002\u300d \u2013 Ann Lockquell<\/p>\n<\/blockquote>\n\n\n\n

README \u5340\u584a\u5c07\u4f7f\u5176\u53ef\u4ee5\u64cd\u4f5c<\/strong><\/h2>\n\n\n\n

\u6211\u5011\u4e5f\u77e5\u9053\uff0c\u5982\u679c\u9019\u7a2e\u65b9\u6cd5\u8981\u594f\u6548\uff0c\u5c31\u5fc5\u9808\u7dca\u5bc6\u7d50\u5408\u4ea4\u4ed8\u6d41\u7a0b\u3002\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u6211\u5011\u63a1\u7528\u4e00\u500b\u7cbe\u5de7\u7684 README \u5340\u584a<\/strong> \u4f5c\u70ba\u5224\u6c7a\u8def\u5f91\u7684\u64cd\u4f5c\u5f62\u5f0f\u3002.<\/p>\n\n\n\n

\u5b83\u53ef\u4ee5\u9644\u52a0\u5230\u8acb\u6c42\u3001\u7279\u6027\u5206\u652f\u3001\u885d\u523a\u5de5\u4ef6\u6216\u6700\u7d42\u4ea4\u4ed8\u5957\u4ef6\u3002\u5b83\u80fd\u8b93\u63a8\u7406\u904e\u7a0b\u7dca\u5bc6\u8cbc\u8fd1\u7a0b\u5f0f\u78bc\uff0c\u800c\u4e0d\u662f\u5c07\u5176\u63a8\u5165\u4e00\u500b\u5b64\u7acb\u7684\u6587\u6a94\u4e2d\u3002.<\/p>\n\n\n\n

\u4e00\u500b\u5178\u578b\u7684\u5340\u584a\u53ef\u80fd\u5305\u542b\uff1a<\/p>\n\n\n\n

    \n
  • \u76ee\u7684<\/strong><\/li>\n\n\n\n
  • \u8f38\u5165<\/strong> (\u4f86\u6e90\u3001\u63d0\u793a\/\u914d\u7f6e\u9023\u7d50)<\/li>\n\n\n\n
  • \u6aa2\u67e5\u904b\u884c<\/strong><\/li>\n\n\n\n
  • \u4eba\u985e \u2194 \u4eba\u5de5\u667a\u6167 \u89d2\u8272<\/strong> (\u4ea4\u63a5, \u8986\u5beb)<\/li>\n\n\n\n
  • \u9078\u64c7\u7684\u6b0a\u8861<\/strong><\/li>\n\n\n\n
  • \u4eba\u529b\u589e\u503c<\/strong><\/li>\n\n\n\n
  • \u5b78\u7fd2\u548c\u5f8c\u7e8c\u884c\u52d5<\/strong><\/li>\n<\/ul>\n\n\n\n

    \u9019\u500b\u5340\u584a\u7279\u610f\u505a\u5f97\u5c0f\u3002\u5b83\u4e0d\u662f\u70ba\u4e86\u6e1b\u6162\u5de5\u4f5c\u9032\u5ea6\uff0c\u800c\u662f\u70ba\u4e86\u4fdd\u7559\u90a3\u4e9b\u5426\u5247\u6703\u6d88\u5931\u7684\u6771\u897f\u3002.<\/p>\n\n\n\n

    \u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\uff0c\u5b83\u80fd\u505a\u66f4\u6709\u50f9\u503c\u7684 o: \u8b93\u5be6\u9a57\u5ba4\u80fd\u5920\u6bd4\u8f03\u4e0d\u540c\u4efb\u52d9\u4e2d\u7684\u6a21\u5f0f\u3002\u6211\u5011\u53ef\u4ee5\u4e86\u89e3\u4eba\u5de5\u667a\u6167\u5728\u54ea\u88e1\u771f\u6b63\u63d0\u4f9b\u4e86\u5e6b\u52a9\u3001\u5728\u54ea\u88e1\u9020\u6210\u4e86\u865b\u5047\u7684\u4fe1\u5fc3\u3001\u5728\u4ec0\u9ebc\u60c5\u6cc1\u4e0b\u4eba\u985e\u7684\u5224\u65b7\u7cfe\u6b63\u4e86\u65b9\u5411\uff0c\u4ee5\u53ca\u54ea\u4e9b\u6b0a\u8861\u5728\u91cd\u8907\u51fa\u73fe\u3002.<\/p>\n\n\n\n

    \u6240\u4ee5 README \u5340\u584a\u4e0d\u53ea\u662f\u4e00\u500b\u5099\u8a3b\u3002\u5b83\u4e5f\u662f\u5be6\u9a57\u5ba4\u5b78\u7fd2\u67b6\u69cb\u7684\u4e00\u90e8\u5206\u3002.<\/p>\n\n\n\n

    \u5f62\u6210\u6027\u7528\u9014\u548c\u7e3d\u7d50\u6027\u7528\u9014<\/strong><\/h2>\n\n\n\n

    \u7d2b\u968a\u6f14\u7df4\u5728\u5be6\u52d9\u4e0a\uff0c\u61c9\u8cab\u7a7f\u5de5\u4f5c\u6574\u500b\u751f\u547d\u9031\u671f\uff0c\u800c\u975e\u50c5\u65bc\u5f8c\u671f\u4f7f\u7528\uff0c\u6548\u76ca\u6700\u4f73\u3002.<\/p>\n\n\n\n

    \u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u6211\u5011\u5f9e\u5169\u8005\u90fd\u601d\u8003 \u5f62\u6210\u6027\u7684<\/strong> \u548c \u7e3d\u7d50<\/strong> \u689d\u6b3e.<\/p>\n\n\n\n

    \u5728\u958b\u767c\u904e\u7a0b\u4e2d\uff0c\u7c21\u77ed\u7684\u5f62\u6210\u6027 README \u7b46\u8a18\u6709\u52a9\u65bc\u5728\u5de5\u4f5c\u4ecd\u5728\u9032\u884c\u4e2d\u6642\u6355\u6349\u80cc\u5f8c\u7684\u539f\u56e0\u3002\u5b83\u5011\u8a18\u9304\u4e86\u5617\u8a66\u4e86\u4ec0\u9ebc\u3001\u5982\u4f55\u4f7f\u7528 AI\u3001\u904b\u884c\u4e86\u54ea\u4e9b\u6aa2\u67e5\u3001\u9032\u884c\u4e86\u54ea\u4e9b\u66f4\u6539\u4ee5\u53ca\u4ecd\u7136\u5b58\u5728\u54ea\u4e9b\u7591\u616e\u3002\u9019\u4e9b\u7b46\u8a18\u4e4b\u6240\u4ee5\u6709\u7528\uff0c\u6b63\u662f\u56e0\u70ba\u5b83\u5011\u63a5\u8fd1\u6c7a\u7b56\u7684\u6642\u523b\u3002.<\/p>\n\n\n\n

    \u5728\u4efb\u52d9\u6216\u529f\u80fd\u7684\u7d50\u5c3e\uff0c\u4e00\u4efd\u7e3d\u7d50\u6027\u7684 README \u5c07\u6574\u500b\u904e\u7a0b\u532f\u96c6\u8d77\u4f86\u3002\u5b83\u89e3\u91cb\u4e86\u6700\u7d42\u65b9\u5411\u3001\u4e3b\u8981\u7684\u6b0a\u8861\u3001AI \u6240\u626e\u6f14\u7684\u89d2\u8272\u3001\u53d7\u5230\u6311\u6230\u7684\u5167\u5bb9\u3001\u88ab\u4fdd\u8b77\u7684\u5167\u5bb9\u4ee5\u53ca\u5718\u968a\u61c9\u8a72\u7e7c\u627f\u7684\u6771\u897f\u3002.<\/p>\n\n\n\n

    \u7d2b\u968a\u662f\u9019\u88e1\u7684\u6838\u5fc3\u3002\u5b83\u6536\u96c6\u5f62\u6210\u6027\u7684\u8f38\u5165\uff0c\u6bd4\u8f03\u7d05\u968a\u548c\u85cd\u968a\u7684\u89c0\u9ede\uff0c\u4e26\u5c07\u6700\u7d42\u7684\u5224\u65b7\u8ecc\u8de1\u7d9c\u5408\u6210\u4e00\u500b\u53ef\u7528\u7684\u7d50\u6848\u8a18\u9304\u3002.<\/p>\n\n\n\n

    \u4e00\u500b\u7c21\u55ae\u7684\u7bc4\u4f8b\u80fd\u8b93\u9019\u500b\u904e\u7a0b\u66f4\u52a0\u6e05\u6670\u3002\u4e00\u500b\u5be6\u9a57\u5ba4\u5718\u968a\u5229\u7528 AI \u4f86\u52a0\u901f\u529f\u80fd\u958b\u767c\u3002\u5728\u5de5\u4f5c\u904e\u7a0b\u4e2d\uff0c\u7d05\u968a\u6ce8\u610f\u5230\u67d0\u500b\u5047\u8a2d\u5728\u6975\u7aef\u689d\u4ef6\u4e0b\u7684\u9a57\u8b49\u4e0d\u5920\u5145\u5206\u3002\u85cd\u968a\u5247\u6307\u51fa\uff0c\u8a72\u529f\u80fd\u5728\u6b63\u5e38\u4f7f\u7528\u4e0b\u53ef\u80fd\u7a69\u5b9a\uff0c\u4f46\u4ecd\u7f3a\u4e4f\u8db3\u5920\u7684\u76e3\u63a7\u4ee5\u652f\u63f4\u5be6\u969b\u61c9\u7528\u3002\u7d2b\u968a\u5c07\u9019\u5169\u7a2e\u89c0\u9ede\u4fdd\u5b58\u5728\u4e0d\u65b7\u66f4\u65b0\u7684 README \u8a18\u9304\u4e2d\uff0c\u7136\u5f8c\u5728\u6700\u5f8c\u9032\u884c\u7d9c\u5408\uff1aAI \u7684\u8ca2\u737b\u3001\u4eba\u985e\u7684\u6c7a\u5b9a\u3001\u53d7\u5230\u6311\u6230\u7684\u90e8\u5206\u3001\u88ab\u4fdd\u8b77\u7684\u90e8\u5206\uff0c\u4ee5\u53ca\u5718\u968a\u4e0b\u6b21\u61c9\u8a72\u5982\u4f55\u6539\u9032\u3002\u6700\u7d42\u7684\u6210\u679c\u4e0d\u50c5\u662f\u4ea4\u4ed8\u7684\u7a0b\u5f0f\u78bc\uff0c\u800c\u662f\u9644\u5e36\u5df2\u8a18\u9304\u7684\u63a8\u7406\u904e\u7a0b\u7684\u7a0b\u5f0f\u78bc\u3002.<\/p>\n\n\n\n

    \u9019\u6b63\u662f\u6211\u5011\u60f3\u8981\u7684\u5b78\u7fd2\u5faa\u74b0\u3002.<\/p>\n\n\n\n

    \n

    \u201c\u300cAI \u8f14\u52a9\u958b\u767c\u4e2d\u771f\u6b63\u7684\u98a8\u96aa\u5f80\u5f80\u4e0d\u5728\u6a21\u578b\u672c\u8eab\u3002\u800c\u5728\u65bc\u7f3a\u4e4f\u660e\u78ba\u7684\u9700\u6c42\u3001\u5065\u5168\u7684\u4efb\u52d9\u62c6\u89e3\u4ee5\u53ca\u65e9\u671f\u7684\u67b6\u69cb\u610f\u5716\u3002AI \u80fd\u5feb\u901f\u751f\u6210\u6709\u5e0c\u671b\u7684\u8f38\u51fa\uff0c\u4f46\u4eba\u985e\u7684\u5224\u65b7\u529b\u4ecd\u7136\u662f\u5275\u9020\u6e05\u6670\u5ea6\u3001\u5efa\u69cb\u5de5\u4f5c\u4e26\u8b93\u5718\u968a\u4fdd\u6301\u63a7\u5236\u7684\u95dc\u9375\u3002\u300d\u2013 Vinay Kumar<\/p>\n<\/blockquote>\n\n\n\n

    \u7d2b\u968a\u5f37\u5316\u5de5\u4f5c\u6d41\u7a0b<\/strong><\/h2>\n\n\n\n
    \u6709\u591a\u5c11\u5c0f\u578b\u8edf\u9ad4\u5718\u968a\u4eca\u5929\u4f7f\u7528\u4eba\u5de5\u667a\u80fd<\/strong><\/td>\u7d2b\u968a\u6f14\u7df4\u5982\u4f55\u52a0\u5f37\u8a72\u5de5\u4f5c\u6d41\u7a0b<\/strong><\/td><\/tr>
    \u4eba\u5de5\u667a\u80fd\u7d93\u5e38\u5728\u65e5\u5e38\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u88ab\u975e\u6b63\u5f0f\u5730\u4f7f\u7528\u3002.<\/td>\u4eba\u5de5\u667a\u80fd\u4ecd\u7136\u662f\u65e5\u5e38\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e00\u90e8\u5206\uff0c\u4f46\u5176\u4f7f\u7528\u8b8a\u5f97\u66f4\u52a0\u660e\u986f\u548c\u7d50\u69cb\u5316\u3002.<\/td><\/tr>
    \u5de5\u7a0b\u5e2b\u5feb\u901f\u63d0\u793a\u3001\u6e2c\u8a66\u3001\u4fee\u6539\u4e26\u4ea4\u4ed8\u3002.<\/td>\u5de5\u7a0b\u5e2b\u4ecd\u7136\u6703\u63d0\u793a\u3001\u6e2c\u8a66\u3001\u4fee\u6539\u548c\u767c\u5e03\uff0c\u4f46\u4ed6\u5011\u4e5f\u6703\u4fdd\u7559\u95dc\u9375\u6c7a\u7b56\u80cc\u5f8c\u7684\u63a8\u7406\u904e\u7a0b\u3002.<\/td><\/tr>
    \u7a0b\u5f0f\u78bc\u751f\u6210\u3001\u91cd\u69cb\u3001\u5075\u932f\u3001\u6587\u4ef6\u64b0\u5beb\u53ca\u539f\u578b\u88fd\u4f5c\u90fd\u5c07\u52a0\u901f\u3002.<\/td>\u540c\u6a23\u7684\u6d3b\u52d5\u88ab\u52a0\u901f\uff0c\u4f46\u5176\u80cc\u5f8c\u7684\u5224\u65b7\u6703\u88ab\u8a18\u9304\u4e0b\u4f86\u4e26\u9032\u884c\u5be9\u67e5\u3002.<\/td><\/tr>
    \u8f38\u51fa\u901a\u5e38\u6703\u88ab\u5132\u5b58\uff0c\u4f46\u80cc\u5f8c\u7684\u539f\u56e0\u537b\u5e38\u5e38\u4e0d\u6703\u3002.<\/td>\u8f38\u51fa\u5df2\u5132\u5b58\uff0c\u5176\u80cc\u5f8c\u7684\u539f\u7406\u900f\u904e README Trail \u548c REACT \u67b6\u69cb\u5f97\u4ee5\u4fdd\u7559\u3002.<\/td><\/tr>
    \u4eba\u5de5\u667a\u6167\u7684\u4f7f\u7528\u901a\u5e38\u505c\u7559\u5728\u500b\u4eba\u5c64\u9762\u3002.<\/td>\u4eba\u5de5\u667a\u80fd\u7684\u4f7f\u7528\u66f4\u5bb9\u6613\u5728\u5718\u968a\u4e4b\u9593\u5171\u4eab\u3001\u5be9\u67e5\u548c\u5b78\u7fd2\u3002.<\/td><\/tr>
    \u63d0\u793a\u548c\u6a21\u578b\u8f38\u51fa\u53ef\u80fd\u6703\u5f71\u97ff\u6c7a\u7b56\uff0c\u4f46\u537b\u4e0d\u6703\u7559\u4e0b\u6e05\u6670\u7684\u8ecc\u8de1\u3002.<\/td>\u91cd\u8981\u7684\u9078\u64c7\u662f\u900f\u904e\u7406\u7531\u3001\u8b49\u64da\u3001\u8cac\u4efb\u3001\u9650\u5236\u548c\u6b0a\u8861\u4f86\u8a18\u9304\u7684\u3002.<\/td><\/tr>
    \u7a0b\u5f0f\u78bc\u5be9\u67e5\u901a\u5e38\u4e3b\u8981\u95dc\u6ce8\u6700\u7d42\u7684\u7522\u51fa\u7269\u3002.<\/td>\u8a55\u8ad6\u53ef\u4ee5\u540c\u6642\u8003\u616e\u7522\u7269\u53ca\u5176\u80cc\u5f8c\u7684\u5224\u65b7\u8ecc\u8de1\u3002.<\/td><\/tr>
    \u5718\u968a\u7684\u884c\u52d5\u53ef\u80fd\u975e\u5e38\u8fc5\u901f\uff0c\u4f46\u4e8b\u5f8c\u537b\u96e3\u4ee5\u89e3\u91cb\u70ba\u4f55\u9078\u64c7\u4e86\u67d0\u689d\u9053\u8def\u3002.<\/td>\u5718\u968a\u80fd\u5feb\u901f\u884c\u52d5\uff0c\u540c\u6642\u4e5f\u6703\u4fdd\u7559\u4e00\u4efd\u95dc\u65bc\u6c7a\u7b56\u539f\u56e0\u7684\u53ef\u884c\u8a18\u9304\u3002.<\/td><\/tr>
    \u8584\u5f31\u7684\u5047\u8a2d\u6216\u6f5b\u85cf\u7684\u98a8\u96aa\u53ef\u80fd\u8981\u5230\u5f8c\u671f\u624d\u6703\u986f\u73fe\u3002.<\/td>\u7d05\u968a\u601d\u7dad\u6709\u52a9\u65bc\u53ca\u65e9\u6311\u6230\u5047\u8a2d\u3002.<\/td><\/tr>
    \u71df\u904b\u4e0a\u7684\u9867\u616e\u5728\u90e8\u7f72\u58d3\u529b\u589e\u52a0\u4e4b\u524d\u53ef\u80fd\u4ecd\u7136\u4e0d\u660e\u78ba\u3002.<\/td>\u85cd\u968a\u601d\u7dad\u6709\u52a9\u65bc\u4f7f\u4fdd\u8b77\u3001\u7a69\u5b9a\u6027\u548c\u71df\u904b\u5c31\u7dd2\u6027\u66f4\u52a0\u660e\u78ba\u3002.<\/td><\/tr>
    \u5b78\u7fd2\u5e38\u5e38\u88ab\u56f0\u5728\u67d0\u4f4d\u5de5\u7a0b\u5e2b\u7684\u8a18\u61b6\u6216\u96f6\u6563\u7b46\u8a18\u4e2d\u3002.<\/td>\u7d2b\u968a\u601d\u7dad\u6709\u52a9\u65bc\u6bd4\u8f03\u4e0d\u540c\u89c0\u9ede\u3001\u4fdd\u7559\u5b78\u7fd2\u6210\u679c\uff0c\u4e26\u7d9c\u5408\u5718\u968a\u61c9\u5ef6\u7e8c\u7684\u90e8\u5206\u3002.<\/td><\/tr>
    \u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u64f4\u5927\u898f\u6a21\u7684\u7522\u51fa\uff0c\u4f46\u5176\u7406\u89e3\u80fd\u529b\u53ef\u80fd\u4ecd\u7136\u4e0d\u5747\u3002.<\/td>\u4eba\u5de5\u667a\u80fd\u4ecd\u7136\u80fd\u64f4\u5927\u7522\u51fa\uff0c\u4f46\u9019\u500b\u5de5\u4f5c\u6d41\u7a0b\u7684\u8a2d\u8a08\u65e8\u5728\u52a0\u5f37\u5171\u540c\u7406\u89e3\u548c\u8cac\u4efb\u3002.<\/td><\/tr>
    \u5c0f\u578b\u5718\u968a\u53ef\u80fd\u89ba\u5f97\u7f3a\u4e4f\u6b63\u898f\u5b78\u7fd2\u904e\u7a0b\u6240\u9700\u7684\u8cc7\u6e90\u3002.<\/td>\u5c0f\u578b\u5718\u968a\u80fd\u4ee5\u8f15\u5de7\u7684\u65b9\u5f0f\u64f7\u53d6\u5b78\u7fd2\u5fc3\u5f97\uff0c\u800c\u7121\u9700\u9f90\u5927\u7684\u4f01\u696d\u67b6\u69cb\u3002.<\/td><\/tr>
    \u6587\u4ef6\u611f\u89ba\u4e0a\u8207\u4ea4\u4ed8\u662f\u5206\u958b\u7684\u3002.<\/td>README \u8ecc\u8de1\u6210\u70ba\u4ea4\u4ed8\u672c\u8eab\u7684\u4e00\u90e8\u5206\u3002.<\/td><\/tr>
    \u201c\u300c\u5b8c\u6210\u300d\u901a\u5e38\u610f\u5473\u8457\u7a0b\u5f0f\u78bc\u53ef\u4ee5\u6b63\u5e38\u904b\u4f5c\u3002.<\/td>\u201c\u300c\u5b8c\u6210\u300d\u8868\u793a\u7a0b\u5f0f\u78bc\u5df2\u80fd\u6b63\u5e38\u904b\u4f5c\uff0c\u4e14\u5176\u80cc\u5f8c\u7684\u908f\u8f2f\u8db3\u5920\u6e05\u6670\uff0c\u65b9\u4fbf\u5be9\u95b1\u3001\u6bd4\u8f03\u8207\u5b78\u7fd2\u3002.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \"\"<\/figure>\n\n\n\n

    \u70ba\u4ec0\u9ebc\u9019\u80fd\u6539\u5584\u6211\u5011\u7684\u5c08\u696d\u5be6\u8e10<\/strong><\/h2>\n\n\n\n

    \u9019\u7a2e\u65b9\u6cd5\u5728\u591a\u500b\u65b9\u9762\u52a0\u5f37\u4e86\u6211\u5011\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002.<\/p>\n\n\n\n

    \u5b83\u5728\u6539\u5584 \u77e5\u8b58\u5206\u4eab<\/strong> \u56e0\u70ba\u63a8\u7406\u4e0d\u518d\u6d88\u5931\u65bc\u500b\u4eba\u7684\u8a18\u61b6\u4e2d\u3002.<\/p>\n\n\n\n

    \u5b83\u5728\u6539\u5584 \u5408\u4f5c<\/strong> \u56e0\u70ba\u4eba\u5011\u4e0d\u50c5\u80fd\u770b\u5230\u84cb\u4e86\u4ec0\u9ebc\uff0c\u9084\u80fd\u770b\u5230\u91cd\u8981\u7684\u6c7a\u5b9a\u662f\u5982\u4f55\u505a\u51fa\u7684\u3002.<\/p>\n\n\n\n

    \u5b83\u5728\u6539\u5584 \u8cac\u4efb<\/strong> \u56e0\u70ba\u4eba\u985e\u7684\u89d2\u8272\u548c AI \u7684\u89d2\u8272\u90fd\u8b8a\u5f97\u53ef\u898b\u3002.<\/p>\n\n\n\n

    \u5b83\u5728\u6539\u5584 \u4e00\u81f4\u6027<\/strong> \u56e0\u70ba\u8a72\u5be6\u9a57\u5ba4\u958b\u767c\u4e86\u4e00\u500b\u7528\u65bc\u89e3\u91cb AI \u8f14\u52a9\u5de5\u4f5c\u7684\u5171\u4eab\u6846\u67b6\u3002.<\/p>\n\n\n\n

    \u5b83\u5728\u6539\u5584 \u5b78\u7fd2<\/strong> \u56e0\u70ba\u9019\u6a23\u53ef\u4ee5\u6bd4\u8f03\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u800c\u4e0d\u662f\u5c07\u5b83\u5011\u8996\u70ba\u9ed1\u76d2\u5b50\u3002.<\/p>\n\n\n\n

    \u800c\u4e14\u5b83\u6709\u6240\u6539\u5584 \u5c08\u696d\u6210\u719f<\/strong> \u56e0\u70ba\u4ea4\u4ed8\u5305\u542b\u53ef\u898b\u7684\u5224\u65b7\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u6700\u7d42\u7684\u7522\u51fa\u3002.<\/p>\n\n\n\n

    \u6700\u91cd\u8981\u7684\u662f\uff0c\u5b83\u6709\u52a9\u65bc\u6211\u5011\u4ee5\u7d00\u5f8b\u56b4\u660e\u7684\u65b9\u5f0f\u7df4\u7fd2\u4eba\u6a5f\u5354\u540c\u3002\u6211\u5011\u4e0d\u5e0c\u671b\u5be6\u9a57\u5ba4\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u4f7f\u7528\u4fdd\u6301\u975e\u6b63\u5f0f\u3001\u770b\u4e0d\u898b\u6216\u7368\u7279\u7684\u72c0\u614b\u3002\u6211\u5011\u5e0c\u671b\u5b83\u6210\u70ba\u4e00\u7a2e\u53ef\u898b\u4e14\u53ef\u6301\u7e8c\u6539\u9032\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002.<\/p>\n\n\n\n

    \n

    \u201c\u6211\u7e3d\u662f\u56de\u5230\u9019\u500b\u554f\u984c\uff1a\u4e0d\u662f\u7522\u51fa\u597d\u4e0d\u597d\u3002\u800c\u662f\u6211\u662f\u5426\u9084\u80fd\u89e3\u91cb\u70ba\u4ec0\u9ebc\u6211\u505a\u4e86\u9019\u500b\u6c7a\u5b9a\u3002Purple Team Trail \u8b93\u9019\u4e00\u9ede\u8b8a\u5f97\u53ef\u898b\u3002\u2014\u2014 Aboubakar Samake<\/p>\n<\/blockquote>\n\n\n\n

    \u4eba\u8207AI\u5354\u4f5c\u7684\u5f37\u5927\u6a19\u6e96<\/strong><\/h2>\n\n\n\n

    \u5728\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\uff0c\u300c\u7d2b\u8272\u5718\u968a\u8a66\u7149\u300d\u6539\u8b8a\u4e86\u300c\u5b8c\u6210\u300d\u7684\u5b9a\u7fa9\u3002.<\/p>\n\n\n\n

    \u5b8c\u6210\u4e0d\u518d\u50c5\u610f\u5473\u8457\u7a0b\u5f0f\u78bc\u904b\u4f5c\u6b63\u5e38\u3002.<\/p>\n\n\n\n

    \u5b8c\u6210\u610f\u5473\u8457\u7a0b\u5f0f\u78bc\u53ef\u4ee5\u6b63\u5e38\u904b\u4f5c \u548c<\/strong> \u5176\u80cc\u5f8c\u7684\u63a8\u7406\u904e\u7a0b\u6e05\u6670\u53ef\u898b\uff0c\u4fbf\u65bc\u5be9\u95b1\u3001\u6bd4\u8f03\u548c\u5b78\u7fd2\u3002.<\/p>\n\n\n\n

    \u9019\u662f\u4e00\u500b\u66f4\u56b4\u683c\u7684\u6a19\u6e96\uff0c\u4e26\u4e14\u8207\u6211\u5011\u5c0d\u7cfb\u7d71\u8cea\u91cf\u66f4\u5ee3\u6cdb\u7684\u770b\u6cd5\u4e00\u81f4\u3002\u7528\u5546\u696d\u7269\u7406\u5b78\u7684\u8853\u8a9e\u4f86\u8aaa\uff0c\u66f4\u5f37\u7684\u7e3e\u6548\u4e0d\u50c5\u4f86\u81ea\u66f4\u5feb\u7684\u901f\u5ea6\u3002\u5b83\u4f86\u81ea\u65bc\u66f4\u597d\u7684\u53cd\u994b\u3001\u66f4\u4f4e\u7684\u96b1\u85cf\u6469\u64e6\u3001\u66f4\u53ef\u9760\u7684\u4fe1\u4efb\uff0c\u4ee5\u53ca\u4eba\u3001\u5de5\u5177\u548c\u6c7a\u7b56\u4e4b\u9593\u66f4\u597d\u7684\u5354\u8abf\u3002.<\/p>\n\n\n\n

    \u7d2b\u8272\u5718\u968a\u6b65\u9053\u6b63\u80fd\u652f\u6301\u9019\u4e00\u9ede\u3002.<\/p>\n\n\n\n

    \u96a8\u8457\u4eba\u5de5\u667a\u6167\u8d8a\u4f86\u8d8a\u6df1\u5165\u8edf\u9ad4\u958b\u767c\uff0c\u6210\u9577\u6700\u5feb\u7684\u4eba\u5de5\u667a\u6167\u958b\u767c\u5718\u968a\uff0c\u4e0d\u50c5\u50c5\u662f\u90a3\u4e9b\u80fd\u66f4\u5feb\u751f\u6210\u7a0b\u5f0f\u78bc\u7684\u5718\u968a\u3002\u4ed6\u5011\u5c07\u662f\u90a3\u4e9b\u5728\u5feb\u901f\u63a8\u9032\u7684\u540c\u6642\uff0c\u4ecd\u80fd\u4fdd\u6709\u5224\u65b7\u529b\u7684\u5718\u968a\u3002.<\/p>\n\n\n\n

    \u9019\u5c31\u662f\u6211\u5011\u6b63\u52aa\u529b\u5efa\u7acb\u7684\u6a19\u6e96\u3002.<\/p>\n\n\n\n

    \n

    \u201c\u300c\u5728 AI \u8f14\u52a9\u958b\u767c\u65b9\u9762\uff0c\u6210\u719f\u6700\u5feb\u7684\u5718\u968a\u4e0d\u50c5\u50c5\u662f\u90a3\u4e9b\u80fd\u66f4\u5feb\u751f\u6210\u7a0b\u5f0f\u78bc\u7684\u5718\u968a\u3002\u4ed6\u5011\u662f\u90a3\u4e9b\u5728\u5feb\u901f\u63a8\u9032\u7684\u540c\u6642\uff0c\u4ecd\u80fd\u4fdd\u6301\u5224\u65b7\u529b\uff0c\u4e26\u5c07\u63a8\u7406\u904e\u7a0b\u8db3\u5920\u53ef\u898b\u5316\u4ee5\u6301\u7e8c\u6539\u9032\u7684\u5718\u968a\u3002\u300d\u2013 Thomas Hormaza Dow<\/p>\n<\/blockquote>\n\n\n\n

    \u7e3d\u7d50<\/strong><\/h2>\n\n\n\n

    \u5728\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\uff0c\u6211\u5011\u8996\u4eba\u985e\u8207\u4eba\u5de5\u667a\u80fd\u7684\u8edf\u9ad4\u958b\u767c\u70ba\u4e00\u500b\u5c08\u696d\u5be6\u8e10\u7684\u554f\u984c\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u6280\u8853\u7522\u51fa\u3002.<\/p>\n\n\n\n

    \u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u7d2b\u968a\u6b65\u9053\u5c0d\u6211\u5011\u4f86\u8aaa\u5f88\u91cd\u8981\u3002\u96a8\u8457 \u7d2b\u968a<\/strong> \u5728\u4e2d\u5fc3\uff0c\u90a3 React \u6846\u67b6<\/strong> \u63d0\u4f9b\u7d50\u69cb\uff0c \u53cd\u601d\u65e5\u8a8c<\/strong> \u4fdd\u7559\u63a8\u7406\uff0c\u4ee5\u53ca README \u5340\u584a<\/strong> \u5c07\u5176\u5d4c\u5165\u4ea4\u4ed8\u6d41\u7a0b\u4e2d\uff0c\u6211\u5011\u53ef\u4ee5\u6709\u4e00\u500b\u5be6\u969b\u7684\u65b9\u6cd5\u4f86\u8b93\u5224\u65b7\u8a18\u9304\u5728\u6574\u500b\u5de5\u4f5c\u904e\u7a0b\u4e2d\u4fdd\u6301\u53ef\u898b\u3002.<\/p>\n\n\n\n

    \u7d05\u968a\u6311\u6230\u5047\u8a2d\u3002.
    \u85cd\u968a\u4fdd\u8b77\u6210\u679c\u3002.
    \u7d2b\u968a\u4fdd\u7559\u5be9\u5224\u7684\u8e64\u8de1\u3002.<\/p>\n\n\n\n

    \u9019\u689d\u8def\u5f91\u4f7f\u6211\u5011\u80fd\u5920\u505a\u7684\u4e0d\u50c5\u50c5\u662f\u4ea4\u4ed8\u7a0b\u5f0f\u78bc\u3002\u5b83\u4f7f\u6211\u5011\u80fd\u5920\u540c\u6642\u52a0\u5f37\u5b78\u7fd2\u3001\u554f\u8cac\u5236\u4ee5\u53ca\u4eba\u8207\u4eba\u5de5\u667a\u80fd\u7684\u4e92\u88dc\u6027\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

    The following is a series of exchanges by members of the Business Physics AI Lab Team: Thomas Hormaza Dow, Vinay Kumar, Hichem Benzair, Aboubakar Samake, Ann Lockquell as well as our AI Agents, Charlie and Lena. How the Business Physics AI Lab preserves judgment in human\u2013AI software development Many teams are now using AI to generate […]<\/p>\n","protected":false},"author":1,"featured_media":300,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[56,62],"class_list":["post-295","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-article","tag-beyond-vibing-in-computer-science","tag-working-with-ai"],"yoast_head":"\nPurple Team Trail: Work with AI - Business Physics AI Lab<\/title>\n<meta name=\"description\" content=\"How the Purple Team Trail helps software teams preserve judgment, improve AI-assisted development, and strengthen accountability through REACT and README Trails.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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