{"id":80280,"topic":"ai","source":"k.sina.com.cn","title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","url_hash":"e606ebfe7d6ccc5486437c7232b874b16c2dd5bf","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMifkFVX3lxTE8xMDVxelZkdEVYWEFvdjVORjdvVFc4Q05jbndHM1FfMjQ5d3lsbE9GUWdic1RCZUNJeGowVGRjaWJyeDNsTDZmZTVURzFuZEw0c052VFFyc1ZIX2RzdEJOdlIteThSakNfcm5odW83VmFKOFpqUzZIa2JsZllQdw?oc=5\" target=\"_blank\">AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">k.sina.com.cn</font>","content":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","image_url":"http://n.sinaimg.cn/default/feedbackpics/transform/116/w550h366/20180409/fk2a-fyvtmxe2859293.png","lang":"zh","published_at":"2026-09-11T13:24:59+00:00","fetched_at":"2026-09-11T14:15:06+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1801 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1801,"summary_length":1801,"usable_text_length":1801,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1801,"summary_length":1801}},"news_item":{"id":80280,"canonical_url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","source_url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","source_name":"k.sina.com.cn","author":null,"published_at":"2026-09-11T13:24:59+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMifkFVX3lxTE8xMDVxelZkdEVYWEFvdjVORjdvVFc4Q05jbndHM1FfMjQ5d3lsbE9GUWdic1RCZUNJeGowVGRjaWJyeDNsTDZmZTVURzFuZEw0c052VFFyc1ZIX2RzdEJOdlIteThSakNfcm5odW83VmFKOFpqUzZIa2JsZllQdw?oc=5\" target=\"_blank\">AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">k.sina.com.cn</font>","full_text":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","excerpt":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1801 characters.","diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1801 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1801,"summary_length":1801,"usable_text_length":1801,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1801,"summary_length":1801}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","summary":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","source":"k.sina.com.cn","date":"2026-09-11T13:24:59+00:00","content":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1801 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1801 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1801,"summary_length":1801,"usable_text_length":1801,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1801,"summary_length":1801}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/80280","export_markdown":"/api/items/80280/export?format=markdown","export_json":"/api/items/80280/export?format=json","diagnose":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech"},"formats":{"full":{"id":80280,"title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","source":"k.sina.com.cn","author":null,"published_at":"2026-09-11T13:24:59+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","full_text":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1801 characters.","diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1801 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1801,"summary_length":1801,"usable_text_length":1801,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1801,"summary_length":1801}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1801 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1801,"summary_length":1801,"usable_text_length":1801,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1801,"summary_length":1801}},"actions":{"read":"/item/80280","export_markdown":"/api/items/80280/export?format=markdown","export_json":"/api/items/80280/export?format=json","diagnose":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech"}},"digest":{"id":80280,"title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","source":"k.sina.com.cn","topic":"ai","published_at":"2026-09-11T13:24:59+00:00","excerpt":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 1801 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","subtitle":"k.sina.com.cn · 2026-09-11","summary":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å…","badges":["quality:high"],"links":{"read":"/item/80280","original":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","diagnose":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech"},"quality_warning":null},"export":{"title":"AI会替代程序员？中国软件行业协会：人机协同成为新的基础能力 - k.sina.com.cn","url":"https://k.sina.com.cn/article_1726918143_66eeadff02001vros.html?from=tech","summary":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","source":"k.sina.com.cn","date":"2026-09-11T13:24:59+00:00","content":"ããä¸å½éå¹´æ¥å®¢æ·ç«¯å京9æ11æ¥çµï¼ä¸éæ¥Â·ä¸éç½è®°è 贾骥ä¸ï¼æºè½ç¼ç¨è¿å¹´æ¥åå±å¾å¿«ï¼è½¯ä»¶å¼åæ¹å¼æ£å¨åçæ·±å»ååï¼ç¤¾ä¼ä¸ä¹æâ人工æºè½ä¼æ¿ä»£ç¨åºåâç讨论ã对æ¤ï¼ä¸å½è½¯ä»¶è¡ä¸åä¼å¯çäºé¿å ¼ç§ä¹¦é¿åå«éå¨å·¥ä¸åä¿¡æ¯åé¨ä»å¤©ä¸¾è¡çæ°é»åå¸ä¼ä¸è¿è¡äºååºã\nããåå«é说ï¼äººå·¥æºè½æ¨å¨è½¯ä»¶ç产æ¹å¼åé©ï¼è½¯ä»¶äººæè½åç»æä¸å²ä½éæ±éä¹è°æ´ã\nããä»äººæè½åç»æçï¼ä¸æ¯å纯çç¼ç æ§è¡è½åæéä¸éï¼èéæ±ç解ãæ¶æ设计ãç³»ç»éæãè´¨éåå®å ¨æ§å¶çè½åè¦æ±ä¸åãè¿äºç¯è对ç»éªç§¯ç´¯çä¾èµæ²¡æåå¼±ï¼è¦æ±åèæ´é«ãäºæ¯äººæºååæ为æ°çåºç¡è½åï¼å确表达å¼åæå¾ãè¯ä¼°æ ¡éªçæç»æãç¼æå¤æºè½ä½åä½ï¼æ£å¨æ为ä»ä¸äººåçå¿ å¤æè½ãä¸æ¯å¤ååè¦æ±ææ¾æé«ï¼æ¢æ软件ï¼åæè¡ä¸ç¥è¯ç人ææ´ä¸ºç´§ç¼ºãè¿æ¥è¡ä¸å åºç°å线é¨ç½²å·¥ç¨å¸ï¼FDEï¼çæ°è§è²ï¼æ·±å ¥å®¢æ·ä¸å¡ç°åºå®æ产ååæå¡çéé 交ä»ï¼å¯¹ææ¯è½ååè¡ä¸ç解é½æåºäºè¾é«è¦æ±ã\nããä»å²ä½ç»æçï¼ä¸æ¹é¢ï¼åéå²ä½é¢ä¸´éæï¼éå¤æ§çç¼ç å·¥ä½éæ¥ç±æºè½ç¼ç¨å·¥å ·æ¿æ ï¼å²ä½èè´£åä¸æ¸¸çéæ±åæ¶æãä¸æ¸¸çéæåè¿è¥å»¶ä¼¸ãå¦ä¸æ¹é¢ï¼å¢éå²ä½æç»æ¶ç°ï¼äººç¤¾é¨å·²å°çæå¼äººå·¥æºè½ç³»ç»åºç¨åççº³å ¥å½å®¶èä¸åç±»å¤§å ¸ï¼å¢è®¾äºå·¥ä¸è½¯ä»¶è®¾è®¡åãçæå¼äººå·¥æºè½ç³»ç»æµè¯åçæ°å·¥ç§ï¼å´ç»æºè½ä½å¼åãæè½å åç¥è¯å¾è°±å»ºè®¾ã模åè¿è¥çæ¹åçæ°å²ä½ä¹å¨å¿«éå½¢æã\nããâåæ¶ä¹è¦çå°ï¼æ°ææ¯åé çå¢éå²ä½ä¸æ¯ç®åççéç½®æ¢åéå²ä½ï¼éå¤æ§åºç¡å·¥ä½çå²ä½æ¿åä¸å¤å人æ紧缺å¯è½ä¼é¶æ®µæ§å¹¶åãâåå«é说ã\nããä»å¤©åå¸çãâ人工æºè½+软件âä¸é¡¹è¡å¨å®æ½æ¹æ¡ãä¸é¨æåºâä¿è¿è½¯ä»¶äº§ä¸å°±ä¸å好åå±âï¼åå«éä»ç»ï¼ä¸ä¸æ¥ï¼å°å¼å¯¼ä¼ä¸åæ¥æ¨è¿æºè½åå级ï¼å¨æåæºè½åæ°´å¹³çåæ¶ï¼ä¼å人æºååçç产ç»ç»æ¹å¼ï¼åæ¥å®æ½å²ä½æ¹é ä¸æè½å¹è®ï¼ç§¯æå¼åæ°åå²ä½ï¼åæ¶ï¼å°å 强æªæ¥æºè½å人æå¹å »ä¾ç»ï¼é¢å软件é¢åæ°èä¸æ°å²ä½éæ±ï¼æ·±å产æèåãå 强å¤åå人æå¹å »ï¼å¼ºåæºè½åç¸å ³æ°æè½å¹è®ï¼æ¯æä»ä¸äººååé«éå å¼å²ä½è½¬åï¼è¿å°å å¿«å¹è²æºè½ä½è½¯ä»¶ãæºè½æå¡çæ°ä¸æã\nããâæ们å°åæ¥è¡ä¸ç»ç»ä½ç¨ï¼é åå好人工æºè½å¯¹è½¯ä»¶é¢åå°±ä¸å½±åçè¯ä¼°ç å¤ï¼æ¨å¨å®åé£é©åºå¯¹æºå¶ãâåå«é说ã\nããæ¥æºï¼ä¸å½éå¹´æ¥å®¢æ·ç«¯\næ°åªä½å®éªå®¤\n举æ¥é®ç®±ï¼jubao@vip.sina.com","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1726918143_66eeadff02001vros.html%3Ffrom%3Dtech","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1801 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1801 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1801,"summary_length":1801,"usable_text_length":1801,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1801,"summary_length":1801}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}