\u54c8\u4f5b\u7684\u90a3\u7bc7\u8bba\u6587\u53ef\u4e0d\u662f\u5728\u5496\u5561\u9986\u91cc\u968f\u4fbf\u804a\u804a\u5c31\u5199\u51fa\u6765\u7684\u3002\u7814\u7a76\u4eba\u5458\u53ef\u4e0d\u662f\u95f2\u7740\u6ca1\u4e8b\u5e72\uff0c\u975e\u5f97\u7814\u7a76AI\u600e\u4e48\u62a2\u996d\u7897\u2014\u2014\u4ed6\u4eec\u76ef\u4e0a\u8fd9\u4e2a\u8bdd\u9898\uff0c\u662f\u56e0\u4e3a\u73b0\u5b9e\u5df2\u7ecf\u556a\u556a\u6253\u8138\u4e86\u3002\u8fc7\u53bb\u5341\u5e74\uff0cAI\u4ece\u201c\u80fd\u4e0b\u68cb\u201d\u8fdb\u5316\u5230\u201c\u80fd\u5199\u8bba\u6587\u3001\u753b\u63d2\u753b\u3001\u505aPPT\u201d\uff0c\u901f\u5ea6\u582a\u6bd4\u706b\u7bad\u5347\u7a7a\u3002\u53ef\u95ee\u9898\u662f\uff0c\u804c\u573a\u5374\u50cf\u5835\u8f66\u7684\u65e9\u9ad8\u5cf0\uff0c\u539f\u5730\u4e0d\u52a8\u8fd8\u5012\u8f66\u3002\u4e8e\u662f\u8fd9\u7fa4\u5b66\u8005\u4e00\u62cd\u8111\u888b\uff1a\u5f97\uff0c\u6211\u4eec\u5f97\u641e\u6e05\u695a\u8fd9\u73a9\u610f\u513f\u5230\u5e95\u5728\u54ea\u513f\u7838\u4eba\u996d\u7897\uff0c\u53c8\u5728\u54ea\u513f\u5077\u5077\u7ed9\u4eba\u5347\u804c\u52a0\u85aa\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u95ee\u9898\u5f88\u624e\u5fc3\uff1aAI\u5230\u5e95\u662f\u6765\u6551\u573a\u7684\u52a9\u624b\uff0c\u8fd8\u662f\u6765\u6e05\u573a\u7684\u7ec8\u7ed3\u8005\uff1f\u4e3a\u4e86\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ed6\u4eec\u6252\u4e86\u6d77\u91cf\u52b3\u52a8\u529b\u5e02\u573a\u6570\u636e\uff0c\u6a2a\u8de8\u5341\u51e0\u4e2a\u884c\u4e1a\uff0c\u751a\u81f3\u7cbe\u7ec6\u5230\u5177\u4f53\u5c97\u4f4d\u7684\u65e5\u5e38\u64cd\u4f5c\u3002\u66f4\u72e0\u7684\u662f\uff0c\u4ed6\u4eec\u4e0d\u662f\u53ea\u770b\u5de5\u8d44\u548c\u96c7\u4f63\u4eba\u6570\uff0c\u800c\u662f\u6df1\u5165\u5206\u6790\u201c\u4efb\u52a1\u5c42\u9762\u201d\u7684\u81ea\u52a8\u5316\u6f5c\u529b\u2014\u2014\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e0d\u770b\u4f60\u662f\u8c01\uff0c\u53ea\u770b\u4f60\u6bcf\u5929\u5e72\u5565\uff0c\u7136\u540e\u51b7\u9177\u5224\u5b9a\uff1a\u4f60\u8fd9\u4e00\u5806\u6d3b\u513f\uff0cAI\u4e09\u5206\u949f\u80fd\u4e0d\u80fd\u5168\u7ed9\u4f60\u5e72\u4e86\u3002\u8fd9\u79cd\u7814\u7a76\u65b9\u6cd5\uff0c\u7b80\u76f4\u5c31\u662f\u7ed9\u6bcf\u4e2a\u804c\u4e1a\u505a\u4e86\u4e00\u6b21AI\u7248\u201c\u57fa\u56e0\u68c0\u6d4b\u201d\u3002<\/p>\n
AI\u5bf9\u5c31\u4e1a\u5e02\u573a\u7684\u51b2\u51fb<\/strong><\/p>\n AI\u5bf9\u5c31\u4e1a\u5e02\u573a\u7684\u51b2\u51fb\uff0c\u8fdc\u6bd4\u6211\u4eec\u60f3\u8c61\u7684\u66f4\u771f\u5b9e\u3001\u66f4\u6b8b\u9177\u3002\u4f60\u4ee5\u4e3a\u5b83\u53ea\u662f\u5199\u5199\u62a5\u544a\u3001\u753b\u753b\u56fe\uff1f\u9519\uff01\u5b83\u5df2\u7ecf\u5f00\u59cb\u201c\u62a2\u996d\u7897\u201d\u4e86\u3002\u5728\u5ba2\u670d\u884c\u4e1a\uff0cAI\u804a\u5929\u673a\u5668\u4eba\u5df2\u80fd\u5904\u740680%<\/span>\u4ee5\u4e0a\u7684\u5e38\u89c1\u95ee\u9898\uff0c\u67d0\u7535\u4fe1\u5de8\u5934\u56e0\u6b64\u4e00\u5e74\u5185\u88c1\u6389\u4e0a\u5343\u540d\u63a5\u7ebf\u5458\uff0c\u7701\u4e0b\u7684\u94b1\u591f\u5efa\u4e09\u5ea7\u6570\u636e\u4e2d\u5fc3\u3002\u6cd5\u5f8b\u754c\u4e5f\u4e0d\u592a\u5e73\uff0c\u5408\u540c\u5ba1\u67e5\u66fe\u662f\u521d\u7ea7\u5f8b\u5e08\u7684\u201c\u5165\u95e8\u4fee\u884c\u201d\uff0c\u5982\u4ecaAI\u4e09\u5206\u949f\u626b\u5b8c\u4e0a\u767e\u9875\u6587\u4ef6\uff0c\u51c6\u786e\u7387\u8fd8\u6bd4\u4eba\u7c7b\u9ad815%<\/span>\u3002\u66f4\u7edd\u7684\u662f\u65b0\u95fb\u5a92\u4f53\uff0c\u67d0\u5730\u65b9\u62a5\u793e\u7528AI\u81ea\u52a8\u751f\u6210\u5929\u6c14\u548c\u4f53\u80b2\u7b80\u62a5\uff0c\u8bb0\u8005\u4eec\u770b\u7740\u673a\u5668\u5199\u7684\u7a3f\u5b50\u82e6\u7b11\uff1a\u201c\u8fd9\u73a9\u610f\u513f\u8fde\u2018\u98ce\u548c\u65e5\u4e3d\u2019\u90fd\u4e0d\u4f1a\u7528\u9519\u3002\u201d <\/p>\n \u4f46\u8fd9\u8fd8\u4e0d\u662f\u6700\u72e0\u7684\u3002AI\u4e0d\u53ea\u662f\u53d6\u4ee3\u91cd\u590d\u52b3\u52a8\uff0c\u5b83\u6b63\u5728\u91cd\u5851\u5de5\u4f5c\u672c\u8d28\u3002\u8bbe\u8ba1\u5e08\u8981\u8ddfMidjourney\u8d5b\u8dd1\uff0c\u7a0b\u5e8f\u5458\u88abGitHub Copilot\u201c\u6307\u5bfc\u201d\uff0c\u8fde\u521b\u610f\u90fd\u5f00\u59cb\u6d41\u6c34\u7ebf\u5316\u3002\u54c8\u4f5b\u90a3\u7bc7\u8bba\u6587\u6233\u7834\u4e86\u6e29\u60c5\u9762\u7eb1\uff1aAI\u51b2\u51fb\u4e0d\u662f\u672a\u6765\u65f6\uff0c\u800c\u662f\u73b0\u5728\u8fdb\u884c\u65f6\u3002\u5b83\u50cf\u4e00\u573a\u9759\u6084\u6084\u7684\u6d77\u5578\uff0c\u5377\u8d70\u5c97\u4f4d\u7684\u540c\u65f6\uff0c\u4e5f\u51b2\u57ae\u4e86\u4eba\u4eec\u5bf9\u201c\u7a33\u5b9a\u804c\u4e1a\u201d\u7684\u5e7b\u60f3\u3002<\/p>\n \u53d7\u5f71\u54cd\u6700\u5927\u7684\u884c\u4e1a\u548c\u804c\u4e1a<\/strong><\/p>\n Agent stopped due to max iterations.<\/p>\n \u5e94\u5bf9\u7b56\u7565\u4e0e\u5efa\u8bae<\/strong><\/p>\n \u522b\u614c\uff0cAI\u62a2\u996d\u7897\u7684\u65b0\u95fb\u542c\u7740\u5413\u4eba\uff0c\u4f46\u4eba\u7c7b\u7684\u996d\u7897\u5411\u6765\u662f\u201c\u94c1\u6253\u7684\u8425\u76d8\u6d41\u6c34\u7684\u5175\u201d\u3002\u54c8\u4f5b\u90a3\u7bc7\u8bba\u6587\u8bf4\u7684\u6b8b\u9177\u73b0\u5b9e\u6ca1\u9519\uff0c\u53ef\u5b83\u6ca1\u544a\u8bc9\u4f60\u2014\u2014\u54b1\u4eec\u8fd8\u80fd\u53cd\u624b\u628aAI\u53d8\u6210\u65b0\u996d\u7897\u7684\u6572\u95e8\u7816\u3002\u4e2a\u4eba\u561b\uff0c\u5f97\u73a9\u547d\u5347\u7ea7\u81ea\u5df1\uff0c\u522b\u7b49\u88ab\u88c1\u4e86\u624d\u60f3\u8d77\u5b66Python\uff0c\u90a3\u4f1a\u513f\u57f9\u8bad\u73ed\u90fd\u6324\u7206\u4e86\u3002\u73b0\u5728\u5c31\u5f97\u52a8\u8d77\u6765\uff0c\u641e\u70b9\u5fae\u8bc1\u4e66\u3001\u5728\u7ebf\u8bfe\uff0c\u54ea\u6015\u662f\u7528\u624b\u673a\u5237\u4e2aAI\u63d0\u793a\u8bcd\u6280\u5de7\u4e5f\u884c\uff0c\u7ec8\u8eab\u5b66\u4e60<\/i>\u4e0d\u662f\u53e3\u53f7\uff0c\u662f\u751f\u5b58\u6280\u80fd\u3002\u4f01\u4e1a\u4e5f\u522b\u5149\u60f3\u7740\u88c1\u5458\u964d\u672c\uff0c\u806a\u660e\u7684\u8001\u677f\u90fd\u5728\u641e\u201c\u4eba\u673a\u534f\u4f5c\u201d\u5b9e\u9a8c\u5ba4\uff0c\u8ba9\u5458\u5de5\u548cAI\u5f53\u961f\u53cb\uff0c\u7ed3\u679c\u6548\u7387\u7ffb\u500d\uff0c\u58eb\u6c14\u8fd8\u9ad8\u3002\u653f\u5e9c\u66f4\u4e0d\u80fd\u8896\u624b\u65c1\u89c2\uff0c\u5149\u53d1\u8865\u8d34\u662f\u8f93\u8840\uff0c\u5f97\u9020\u8840\uff01\u5efa\u7acb\u5168\u56fd\u6027\u7684\u201c\u6280\u80fd\u94f6\u884c\u201d\uff0c\u8c01\u5931\u4e1a\u4e86\u5c31\u7ed9\u4e00\u4e32\u201c\u6559\u80b2\u4ee3\u91d1\u5238\u201d\uff0c\u60f3\u53bb\u5b66\u6570\u636e\u5206\u6790\u8fd8\u662f\u673a\u5668\u4eba\u8fd0\u7ef4\u90fd\u884c\uff0c\u8ba9\u653f\u7b56\u771f\u6b63\u6258\u4f4f\u6bcf\u4e00\u4e2a\u60f3\u52aa\u529b\u7684\u4eba\u3002\u8fd9\u5c40\u68cb\uff0c\u62fc\u7684\u662f\u53cd\u5e94\u901f\u5ea6\u548c\u7cfb\u7edf\u652f\u6301\uff0c\u522b\u8eba\u5e73\uff0c\u673a\u4f1a\u6c38\u8fdc\u5728\u884c\u52a8\u8005\u624b\u91cc\u3002<\/p>\n \u672a\u6765\u5c55\u671b<\/strong><\/p>\n \u672a\u6765\u7684\u5de5\u4f5c\u4e16\u754c\uff0c\u53ef\u4e0d\u662f\u673a\u5668\u4eba\u62a2\u4f60\u5496\u5561\u676f\u90a3\u4e48\u7b80\u5355\u3002\u54c8\u4f5b\u6559\u6388Ethan Mollick\u7684\u7814\u7a76\u50cf\u4e00\u76c6\u51b0\u6c34\uff0c\u6cfc\u9192\u4e86\u6240\u6709\u8fd8\u5728\u5e7b\u60f3\u201cAI\u53ea\u5e72\u810f\u6d3b\u7d2f\u6d3b\u201d\u7684\u4eba\u2014\u2014\u5b83\u5df2\u7ecf\u5f00\u59cb\u505aPPT\u3001\u5199\u5468\u62a5\uff0c\u751a\u81f3\u5e2e\u4f60\u5f00\u4f1a\u4e86\u3002\u4f46\u522b\u6025\u7740\u70e7\u7535\u8111\uff0c\u56e0\u4e3aAI\u7838\u996d\u7897\u7684\u540c\u65f6\uff0c\u4e5f\u5728\u5077\u5077\u9020\u65b0\u996d\u7897\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u201cAI\u8bad\u7ec3\u5e08\u201d\u53ef\u80fd\u6bd4\u5916\u5356\u5c0f\u54e5\u8fd8\u5fd9\uff0c\u4e13\u95e8\u6559AI\u8bf4\u4eba\u8bdd\u3001\u61c2\u60c5\u7eea\uff1b\u201c\u4f26\u7406\u5ba1\u8ba1\u5458\u201d\u4f1a\u50cf\u8d22\u52a1\u5ba1\u8ba1\u4e00\u6837\uff0c\u5929\u5929\u68c0\u67e5AI\u6709\u6ca1\u6709\u5077\u5077\u6b67\u89c6\u8c01\uff1b\u8fd8\u6709\u201c\u4eba\u673a\u534f\u4f5c\u6559\u7ec3\u201d\uff0c\u4e13\u95e8\u8c03\u89e3\u4f60\u548c\u529e\u516c\u684c\u5bf9\u9762\u90a3\u4e2a\u6c38\u8fdc\u5728\u7ebf\u3001\u4ece\u4e0d\u62b1\u6028\u7684AI\u540c\u4e8b\u4e4b\u95f4\u7684\u77db\u76fe\u3002\u66f4\u79bb\u8c31\u7684\u662f\uff0c\u201c\u6570\u5b57\u9057\u4ea7\u89c4\u5212\u5e08\u201d\u53ef\u80fd\u4f1a\u6210\u4e3a\u70ed\u95e8\u804c\u4e1a\u2014\u2014\u6bd5\u7adf\u4f60\u5f97\u6709\u4eba\u5e2e\u4f60\u5b89\u6392\u6b7b\u540eAI\u66ff\u8eab\u600e\u4e48\u53d1\u670b\u53cb\u5708\u3002\u8fd9\u4e9b\u804c\u4e1a\u542c\u7740\u50cf\u79d1\u5e7b\uff1f\u5341\u5e74\u524d\u8c01\u4fe1\u8fc7\u201c\u76f4\u64ad\u5e26\u8d27\u201d\u80fd\u4e70\u623f\uff1f\u5173\u952e\u4e0d\u662f\u6297\u62d2\u53d8\u5316\uff0c\u800c\u662f\u5b66\u4f1a\u548cAI\u7ec4\u961f\u3002\u6bd5\u7adf\uff0c\u672a\u6765\u6700\u62a2\u624b\u7684\u4e0d\u662f\u201c\u4f1a\u7528AI\u7684\u4eba\u201d\uff0c\u800c\u662f\u201c\u80fd\u8ba9AI\u4e3a\u4f60\u6253\u5de5\u7684\u4eba\u201d\u3002<\/p>\n \u4f5c\u4e3aSeekYing<\/a>\u2014\u2014\u8d1d\u725b\u667a\u6167<\/a>\u65d7\u4e0b\u4e13\u6ce8\u62db\u8058\u6570\u5b57\u5316\u7684\u5148\u950b\u54c1\u724c\uff0c\u6211\u4eec\u6df1\u77e5\u9ad8\u6548\u62db\u8058\u5bf9\u60a8\u4e1a\u52a1\u589e\u957f\u7684\u5173\u952e\u4ef7\u503c\u3002\u901a\u8fc7\u4f01\u4e1a\u7ea7AI\u5efa\u6a21\u4e0e\u5168\u6d41\u7a0b\u667a\u80fd\u5de5\u5177\uff08\u542b\u9b54\u97f3\u5916\u547c\u7cfb\u7edf\u3001\u4eba\u8109\u6574\u5408\u5c0f\u7a0b\u5e8f\u53ca\u591a\u7ef4\u6570\u636e\u5206\u6790\u5e73\u53f0\uff09\uff0c\u6211\u4eec\u5df2\u5e2e\u52a9\u6570\u767e\u5bb6\u4f01\u4e1a\u5b9e\u73b0\u62db\u8058\u6210\u672c\u964d\u4f4e30%\u3001\u5c97\u4f4d\u5339\u914d\u6548\u7387\u63d0\u534758%\u7684\u7a81\u7834\u6027\u6210\u679c\u3002\u56fd\u9645\u8ba4\u8bc1\u7684\u5b89\u5168\u4f53\u7cfb\u4e0e\u91d1\u878d\u7ea7\u52a0\u5bc6\u6280\u672f\uff0c\u786e\u4fdd\u60a8\u5728\u4eab\u53d7\u667a\u80fd\u5316\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u6570\u636e\u8d44\u4ea7\u59cb\u7ec8\u53d7\u5230\u4e25\u5bc6\u4fdd\u62a4\u3002<\/p>\n 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