{"id":6414,"date":"2026-10-02T18:25:46","date_gmt":"2026-10-02T10:25:46","guid":{"rendered":"https:\/\/wordpress.cine.idv.tw\/?p=6414"},"modified":"2026-10-02T19:32:26","modified_gmt":"2026-10-02T11:32:26","slug":"same-ai-different-results","status":"publish","type":"post","link":"https:\/\/wordpress.cine.idv.tw\/index.php\/2026\/10\/02\/same-ai-different-results\/","title":{"rendered":"\u540c\u4e00\u500b AI\uff0c\u70ba\u4ec0\u9ebc\u6709\u4eba\u80fd\u4ea4\u4ef6\u3001\u6709\u4eba\u6539\u4e86\u4e94\u8f2a\u9084\u662f\u81ea\u5df1\u91cd\u505a"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u4eba\u8aaa\u300cAI \u4e0d\u9760\u8b5c\u300d\u3002\u540c\u4e00\u5957\u5de5\u5177\uff0c\u6709\u4eba\u4f86\u56de\u6539\u4e86\u4e94\u516d\u6b21\uff0c\u6700\u5f8c\u9084\u662f\u81ea\u5df1\u91cd\u505a\uff1b\u4e5f\u6709\u4eba\u628a\u540c\u4e00\u5957\u5de5\u5177\u7528\u6210\u53ef\u4ee5\u53cd\u8986\u4ea4\u4ef6\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-heading\">\u5148\u770b\u5169\u500b\u516c\u958b\u4f8b\u5b50\uff0c\u4e0d\u8981\u628a\u5b83\u5011\u7576\u6210\u7e3e\u55ae<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code \u8ca0\u8cac\u4eba Boris Cherny \u5728 2026 \u5e74 1 \u6708\u8aaa\uff0c\u4ed6\u500b\u4eba\u8d85\u904e\u5169\u500b\u6708\u6c92\u6709\u7528\u624b\u6539\u7a0b\u5f0f\uff0c\u5176\u4e2d\u4e00\u5929\u4ea4\u4e86 22 \u500b\u62c9\u53d6\u8acb\u6c42\u3001\u524d\u4e00\u5929 27 \u500b\uff0c\u5167\u5bb9\u7531 Claude \u5beb\u6210\u3002Fortune \u5831\u5c0e\u4e86\u9019\u6bb5\u8a71\uff0c\u4e26\u5beb\u660e Anthropic \u767c\u8a00\u4eba\u628a\u5168\u516c\u53f8\u7684\u6bd4\u4f8b\u653e\u5728\u5927\u7d04\u4e03\u6210\u5230\u4e5d\u6210\uff0c\u4e0d\u662f\u6bcf\u4e00\u500b\u4eba\u90fd\u662f\u767e\u5206\u4e4b\u767e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Andrej Karpathy \u5beb\u7684\u662f\u53e6\u4e00\u7a2e\u8b8a\u5316\u30022025 \u5e74 11 \u6708\uff0c\u4ed6\u5927\u7d04\u516b\u6210\u81ea\u5df1\u5beb\u3001\u5169\u6210\u4ea4\u7d66\u7a0b\u5f0f\u4ee3\u7406\uff1b12 \u6708\u53cd\u904e\u4f86\uff0c\u5927\u7d04\u516b\u6210\u4ea4\u7d66\u4ee3\u7406\u3001\u5169\u6210\u81ea\u5df1\u6539\u3002\u4ed6\u540c\u6642\u63d0\u9192\uff1a\u6a21\u578b\u4ecd\u6703\u72af\u6982\u5ff5\u4e0a\u7684\u932f\uff0c\u5728\u610f\u7684\u7a0b\u5f0f\u8981\u5728\u65c1\u908a\u770b\u8457\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u4f8b\u5b50\u8aaa\u660e\uff0c\u6709\u4eba\u5df2\u7d93\u628a AI \u7528\u6210\u5de5\u4f5c\u7cfb\u7d71\u3002\u5b83\u5011\u4e0d\u8b49\u660e\u4ea4\u5f97\u51fa\u8d8a\u591a\u8acb\u6c42\u5c31\u8d8a\u597d\uff0c\u4e5f\u6c92\u6709\u516c\u5e03\u90a3\u4e9b\u8acb\u6c42\u7684\u7f3a\u9677\u7387\u3002\u5b78\u7684\u662f\u4ed6\u5011\u600e\u9ebc\u4ea4\u4ef6\uff0c\u4e0d\u662f\u5b78\u90a3\u500b\u6578\u5b57\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e00\u6b65\uff1a\u8b93\u5b83\u770b\u5f97\u5230\u6a19\u6e96<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u898b\u60c5\u6cc1\u662f\u4f60\u53ea\u4e1f\u4e00\u53e5\u300c\u5e6b\u6211\u5beb\u4e00\u4e0b\u300d\uff0c\u7136\u5f8c\u5c0d\u8457\u7d50\u679c\u6416\u982d\u3002\u9019\u5f88\u50cf\u8acb\u4e00\u4f4d\u5f88\u8070\u660e\u7684\u65b0\u4eba\u5beb\u65b9\u6848\uff0c\u4f60\u7684\u53d6\u6368\u3001\u5718\u968a\u898f\u77e9\u3001\u4ee5\u524d\u505a\u904e\u7684\u6c7a\u5b9a\u3001\u600e\u6a23\u7b97\u505a\u5b8c\uff0c\u5168\u5728\u4f60\u8166\u5b50\u88e1\u3002\u4ed6\u6539\u4e0d\u6e96\uff0c\u662f\u56e0\u70ba\u4ed6\u6c92\u62ff\u5230\u5224\u65b7\u8981\u7528\u7684\u6750\u6599\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d AI \u4e5f\u4e00\u6a23\u3002\u8b80\u4e0d\u5230\u7684\u898f\u5b9a\uff0c\u7b49\u65bc\u4e0d\u5b58\u5728\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u505a\u9019\u4e00\u6b65\u6642\uff0c\u628a\u4e09\u4ef6\u4e8b\u5beb\u6210\u5b83\u8b80\u5f97\u5230\u7684\u77ed\u6587\u4ef6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u600e\u6a23\u7b97\u505a\u5b8c\uff0c\u5305\u542b\u683c\u5f0f\u3001\u5c0d\u8c61\u3001\u5fc5\u9808\u6db5\u84cb\u7684\u91cd\u9ede\u3002<\/li>\n\n\n\n<li>\u4e0d\u80fd\u78b0\u7684\u908a\u754c\uff0c\u4f8b\u5982\u4e0d\u8981\u7de8\u9020\u51fa\u8655\u3001\u4e0d\u8981\u5c0d\u5916\u5bc4\u9001\u3001\u4e0d\u8981\u6539\u6b63\u5f0f\u74b0\u5883\u3002<\/li>\n\n\n\n<li>\u4f60\u904e\u53bb\u5426\u6c7a\u904e\u7684\u505a\u6cd5\uff0c\u4ee5\u53ca\u5426\u6c7a\u7684\u539f\u56e0\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cc7\u6599\u4e0d\u662f\u8d8a\u591a\u8d8a\u597d\u3002\u8a72\u653e\u7684\u898f\u683c\u6c92\u653e\u3001\u904e\u671f\u7684\u8a0e\u8ad6\u5168\u585e\u9032\u53bb\uff0c\u7d50\u679c\u5c31\u6703\u504f\u3002\u4f60\u8981\u898f\u5b9a\u300c\u505a\u5230\u4ec0\u9ebc\u6a23\u5b50\u7b97\u5c0d\u300d\uff0c\u800c\u4e0d\u662f\u9010\u6b65\u9059\u63a7\u300c\u5148\u6253\u958b\u54ea\u4e00\u500b\u683c\u5b50\u300d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e8c\u6b65\uff1a\u51fa\u932f\u6642\uff0c\u5148\u5224\u65b7\u662f\u54ea\u4e00\u7a2e\u932f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u611f\u89ba\u5dee\u4e0d\u591a\u300d\u7136\u5f8c\u6574\u6bb5\u91cd\u8a66\uff0c\u50cf\u8eca\u5b50\u6545\u969c\u53ea\u6703\u7184\u706b\u91cd\u6253\u3002\u5931\u6557\u81f3\u5c11\u53ef\u4ee5\u5148\u5206\u6210\u56db\u7a2e\uff0c\u4fee\u6cd5\u4e0d\u4e00\u6a23\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u4f60\u770b\u5230\u7684\u73fe\u8c61<\/th><th>\u5148\u505a\u7684\u4e8b<\/th><\/tr><\/thead><tbody><tr><td>\u5b83\u5728\u7de8\u6750\u6599\u88e1\u6c92\u6709\u7684\u5167\u5bb9<\/td><td>\u628a\u7f3a\u7684\u6587\u4ef6\u6216\u4e8b\u5be6\u88dc\u4e0a\uff0c\u4e26\u8981\u6c42\u6bcf\u500b\u8aaa\u6cd5\u5c0d\u5230\u51fa\u8655<\/td><\/tr><tr><td>\u5beb\u5230\u5f8c\u9762\u5fd8\u4e86\u524d\u9762\u7684\u9650\u5236<\/td><td>\u7e2e\u77ed\u6750\u6599\uff0c\u6216\u628a\u4efb\u52d9\u62c6\u958b<\/td><\/tr><tr><td>\u6574\u4efd\u90fd\u4e0d\u662f\u4f60\u8981\u7684\u90a3\u4ef6\u4e8b<\/td><td>\u91cd\u5beb\u76ee\u6a19\uff0c\u522a\u6389\u4e92\u76f8\u77db\u76fe\u7684\u53e5\u5b50<\/td><\/tr><tr><td>\u8cc7\u6599\u88dc\u4e86\u4ecd\u4e00\u76f4\u505a\u4e0d\u7a69<\/td><td>\u628a\u4efb\u52d9\u7e2e\u5c0f\uff0c\u6216\u66f4\u63db\u4f60\u88ab\u5141\u8a31\u4f7f\u7528\u7684\u5de5\u5177<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5f35\u8868\u662f\u9664\u932f\u7528\u7684\u5206\u985e\u3002\u8cc7\u6599\u9f4a\u4e86\uff0c\u6a21\u578b\u4ecd\u53ef\u80fd\u7de8\u9020\uff0c\u6240\u4ee5\u5b83\u4e0d\u662f\u5b8c\u6574\u7684\u56e0\u679c\u8aaa\u660e\u3002\u5206\u5f97\u51fa\u985e\u578b\u4e4b\u5f8c\uff0c\u4f60\u5c31\u4e0d\u5fc5\u6bcf\u6b21\u90fd\u53ea\u63db\u4e00\u53e5\u63d0\u793a\u8a5e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u770b\u5f97\u5230\u5b83\u7528\u4e86\u54ea\u4e9b\u8cc7\u6599\u3001\u4e2d\u9593\u7522\u51fa\u662f\u4ec0\u9ebc\u3001\u54ea\u4e00\u6b65\u5931\u6557\uff0c\u554f\u984c\u6703\u65e9\u4e00\u9ede\u9732\u51fa\u4f86\u3002\u53ea\u770b\u6700\u5f8c\u4e00\u6bb5\u7b54\u6848\uff0c\u5f88\u96e3\u4fee\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e09\u6b65\uff1a\u628a\u4e00\u6574\u4ef6\u4e8b\u4ea4\u51fa\u53bb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u554f\u4e00\u7b54\u7684\u6642\u5019\uff0c\u4eba\u4e00\u76f4\u5750\u5728\u65c1\u908a\u3002\u770b\u8d77\u4f86\u5728\u7528 AI \u7701\u6642\u9593\uff0c\u5176\u5be6\u6ce8\u610f\u529b\u4e00\u76f4\u88ab\u5360\u8457\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u4e00\u7a2e\u505a\u6cd5\u662f\u4e00\u6b21\u628a\u76ee\u6a19\u3001\u908a\u754c\u3001\u5b8c\u6210\u6a19\u6e96\u548c\u53ef\u7528\u8cc7\u6599\u4ea4\u51fa\u53bb\uff0c\u8b93\u5b83\u81ea\u5df1\u505a\u3001\u81ea\u5df1\u67e5\u3001\u81ea\u5df1\u6539\u3002\u4eba\u5728\u4e00\u6574\u8f2a\u7d50\u675f\u5f8c\u518d\u770b\u3002\u9019\u500b\u8ff4\u5708\u8981\u5beb\u51fa\u4f86\uff0c\u4e0d\u6703\u81ea\u52d5\u51fa\u73fe\u3002\u4f60\u81f3\u5c11\u8981\u5beb\u4e09\u884c\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9019\u6b21\u7684\u76ee\u6a19\u3002<\/li>\n\n\n\n<li>\u5b83\u5982\u4f55\u6aa2\u67e5\u81ea\u5df1\uff0c\u4f8b\u5982\u6bcf\u500b\u8aaa\u6cd5\u662f\u5426\u90fd\u5728\u4f60\u63d0\u4f9b\u7684\u6750\u6599\u88e1\u3002<\/li>\n\n\n\n<li>\u6aa2\u67e5\u5931\u6557\u5c31\u6539\uff0c\u6700\u591a\u5169\u6b21\uff1b\u9084\u4e0d\u884c\u5c31\u505c\u4e0b\u4f86\uff0c\u5217\u51fa\u7f3a\u4ec0\u9ebc\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u4e00\u985e\u5de5\u4f5c\u4e0d\u8981\u6bcf\u6b21\u5f9e\u96f6\u89e3\u91cb\u3002\u628a\u901a\u5e38\u600e\u9ebc\u62c6\u3001\u8981\u5148\u67e5\u4ec0\u9ebc\u3001\u5e38\u898b\u7684\u5751\u3001\u600e\u6a23\u7b97\u5b8c\u6210\uff0c\u5beb\u6210\u4e00\u4efd\u53ef\u91cd\u8907\u4f7f\u7528\u7684\u8aaa\u660e\u3002\u525b\u958b\u59cb\u9650\u5236\u53ef\u4ee5\u5bc6\u4e00\u9ede\uff1b\u505a\u9806\u4e4b\u5f8c\uff0c\u62ff\u6389\u4e0d\u518d\u63d0\u9ad8\u54c1\u8cea\u7684\u9650\u5236\u3002\u7ba1\u592a\u6b7b\u662f\u6d6a\u8cbb\u5b83\u7684\u80fd\u529b\uff0c\u653e\u592a\u958b\u662f\u6d6a\u8cbb\u4f60\u7684\u6642\u9593\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u56db\u6b65\uff1a\u628a\u8e29\u904e\u7684\u5751\u7559\u6210\u6a94\u6848<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d93\u9a57\u82e5\u53ea\u7559\u5728\u67d0\u4e00\u6b21\u804a\u5929\u88e1\uff0c\u4e0b\u500b\u6708\u540c\u4e00\u500b\u5751\u9084\u6703\u518d\u8e29\uff0c\u5225\u4eba\u4e5f\u7121\u6cd5\u6cbf\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u7559\u4e0b\uff0c\u5c31\u8981\u6c7a\u5b9a\u4ec0\u9ebc\u8cc7\u8a0a\u9577\u671f\u4fdd\u7559\u3001\u4ec0\u9ebc\u7b49\u505a\u5230\u90a3\u4e00\u6b65\u624d\u8f09\u5165\u3001\u8ab0\u8ca0\u8cac\u66f4\u65b0\u3001\u4e0b\u4e00\u6b21\u5f9e\u54ea\u88e1\u8b80\u3002\u5148\u653e\u6700\u95dc\u9375\u7684\u9650\u5236\uff0c\u7d30\u7bc0\u7a0d\u5f8c\u518d\u88dc\u3002\u4e00\u6b21\u628a\u6240\u6709\u7b46\u8a18\u5012\u9032\u53bb\uff0c\u5224\u65b7\u6703\u8b8a\u4e0d\u7a69\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u4f60\u5728\u505a\u7a0b\u5f0f\u6216\u5c08\u6848\uff0c\u516c\u958b\u898f\u683c&nbsp;<a href=\"https:\/\/agents.md\/\">AGENTS.md<\/a>&nbsp;\u5c31\u662f\u653e\u9019\u985e\u8aaa\u660e\u7684\u4e00\u7a2e\u65b9\u5f0f\uff1a\u544a\u8a34\u7a0b\u5f0f\u4ee3\u7406\u9019\u500b\u5c08\u6848\u600e\u9ebc\u505a\u4e8b\u3002\u5718\u968a\u88e1\u5df2\u9a57\u8b49\u904e\u7684\u539f\u5247\u3001\u504f\u597d\u548c\u7981\u5340\uff0c\u53ef\u4ee5\u53e6\u5916\u5beb\u5728\u4e00\u4efd\u8a18\u61b6\u6a94\u3002\u90a3\u662f\u6a94\u6848\u540d\u7a31\uff0c\u4e0d\u662f\u4e00\u500b\u7db2\u7ad9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e94\u6b65\uff1a\u5b83\u958b\u59cb\u4f9d\u4f60\u7684\u539f\u5247\u63d0\u51fa\u554f\u984c<\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u505a\u5b8c\u518d\u554f\u5b83\uff1a\u300c\u4f9d\u6211\u5beb\u4e0b\u7684\u539f\u5247\uff0c\u9019\u500b\u505a\u6cd5\u54ea\u88e1\u4e0d\u4e00\u81f4\uff1f\u300d\u82e5\u5b83\u53ea\u662f\u7a31\u8b9a\u4f60\uff0c\u901a\u5e38\u662f\u539f\u5247\u9084\u6c92\u5beb\u6e05\u695a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5ef6\u4f38\u95b1\u8b80<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/fortune.com\/2026\/01\/29\/100-percent-of-code-at-anthropic-and-openai-is-now-ai-written-boris-cherny-roon\/\">Fortune\uff1aCherny \u8207\u5168\u516c\u53f8\u7a0b\u5f0f\u6bd4\u4f8b\u7684\u5831\u5c0e\uff082026-01-29\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.businessinsider.com\/andrej-karpathy-claude-code-manual-skills-atrophy-software-engineering-tesla-2026-1\">Business Insider\uff1aKarpathy \u63cf\u8ff0\u81ea\u5df1\u7684\u7a0b\u5f0f\u5de5\u4f5c\u5982\u4f55\u5728\u6578\u9031\u5167\u6539\u8b8a<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/agents.md\/\">AGENTS.md \u8aaa\u660e<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u6539\u5beb\u81ea Superlinear Academy \u4e2d\u7684\u8a0e\u8ad6\uff0c\u6578\u5b57\u8207\u5f15\u8a00\u5df2\u5c0d\u904e\u4e0a\u8ff0\u516c\u958b\u5831\u5c0e\u3002\u6587\u4e2d\u7684\u7522\u91cf\u6545\u4e8b\u7528\u4f86\u8aaa\u660e\u65b9\u6cd5\uff0c\u4e0d\u7528\u4f86\u7576\u500b\u4eba\u6216\u5718\u968a\u7684\u7e3e\u6548\u76ee\u6a19\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f88\u591a\u4eba\u8aaa\u300cAI \u4e0d\u9760\u8b5c\u300d\u3002\u540c\u4e00\u5957\u5de5\u5177\uff0c\u6709\u4eba\u4f86\u56de\u6539\u4e86\u4e94\u516d\u6b21\uff0c\u6700\u5f8c\u9084\u662f\u81ea\u5df1\u91cd\u505a\uff1b\u4e5f\u6709\u4eba\u628a\u540c\u4e00\u5957\u5de5\u5177\u7528\u6210\u53ef\u4ee5\u53cd\u8986\u4ea4\u4ef6\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6416,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[13],"tags":[],"class_list":["post-6414","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-it"],"featured_image_src":"https:\/\/wordpress.cine.idv.tw\/wp-content\/uploads\/2026\/10\/same-ai-different-results.png","author_info":{"display_name":"shortie","author_link":"https:\/\/wordpress.cine.idv.tw\/index.php\/author\/shortie\/"},"yoast_head":"<!-- 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