{"id":50115,"topic":"ai","source":"人民网财经","title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","url_hash":"bc6e67bf499964b4ddae993438cd8e25d6fde9eb","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMibkFVX3lxTFBnXzk5S09PaG1oNk40Y3RzcHA1ank1R0lfZWtOUmdQckRTZFpOdDZGUG5oaWJWNWRqTFdTaUoxeF9XRXZ4RXpaemI0WFBYV0dsdjdUVUVfRlB5NFVpMm1VVVFNLVBNNGNGcmJoaFZn?oc=5\" target=\"_blank\">“神农”从云端走向地头（每周经济评论）</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">人民网财经</font>","content":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","image_url":null,"lang":"zh","published_at":"2026-07-30T22:03:00+00:00","fetched_at":"2026-07-30T23:15:06+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","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 2742 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":2742,"summary_length":2742,"usable_text_length":2742,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2742,"summary_length":2742}},"news_item":{"id":50115,"canonical_url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","source_url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","source_name":"人民网财经","author":null,"published_at":"2026-07-30T22:03:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMibkFVX3lxTFBnXzk5S09PaG1oNk40Y3RzcHA1ank1R0lfZWtOUmdQckRTZFpOdDZGUG5oaWJWNWRqTFdTaUoxeF9XRXZ4RXpaemI0WFBYV0dsdjdUVUVfRlB5NFVpMm1VVVFNLVBNNGNGcmJoaFZn?oc=5\" target=\"_blank\">“神农”从云端走向地头（每周经济评论）</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">人民网财经</font>","full_text":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","excerpt":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 2742 characters.","diagnostics_url":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html","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 2742 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":2742,"summary_length":2742,"usable_text_length":2742,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2742,"summary_length":2742}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","summary":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","source":"人民网财经","date":"2026-07-30T22:03:00+00:00","content":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","confidence":0.9,"diagnostics_url":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 2742 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 2742 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":2742,"summary_length":2742,"usable_text_length":2742,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2742,"summary_length":2742}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/50115","export_markdown":"/api/items/50115/export?format=markdown","export_json":"/api/items/50115/export?format=json","diagnose":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html"},"formats":{"full":{"id":50115,"title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","source":"人民网财经","author":null,"published_at":"2026-07-30T22:03:00+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","full_text":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 2742 characters.","diagnostics_url":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html","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 2742 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":2742,"summary_length":2742,"usable_text_length":2742,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2742,"summary_length":2742}}},"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 2742 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":2742,"summary_length":2742,"usable_text_length":2742,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2742,"summary_length":2742}},"actions":{"read":"/item/50115","export_markdown":"/api/items/50115/export?format=markdown","export_json":"/api/items/50115/export?format=json","diagnose":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html"}},"digest":{"id":50115,"title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","source":"人民网财经","topic":"ai","published_at":"2026-07-30T22:03:00+00:00","excerpt":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼ ç¹å»ææ¥æ¬æï¼çº¦ ããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã ããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 2742 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","subtitle":"人民网财经 · 2026-07-30","summary":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼ ç¹å»ææ¥æ¬æï¼çº¦ ããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã ããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹…","badges":["quality:high"],"links":{"read":"/item/50115","original":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","diagnose":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html"},"quality_warning":null},"export":{"title":"“神农”从云端走向地头（每周经济评论） - 人民网财经","url":"http://finance.people.com.cn/n1/2026/0731/c1004-40771280.html","summary":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","source":"人民网财经","date":"2026-07-30T22:03:00+00:00","content":"âç¥åâä»äºç«¯èµ°åå°å¤´ï¼æ¯å¨ç»æµè¯è®ºï¼\nç¹å»ææ¥æ¬æï¼çº¦\nããä¹ è¿å¹³æ»ä¹¦è®°æåºï¼äººå·¥æºè½æ¯ä¸çç»æµå¢é¿çæ°å¼æåæ°æ§å¨è½è½¬æ¢çå éå¨ï¼æ£ä»âæ°åä¸çâèµ°åâç©çä¸çâã\nããäººå·¥æºè½ï¼å éè¿ä»£åæ°ãåä¸ä¹ ï¼ä¸å½åä¸å¤§å¦çèåå¢éåå¸ä¸¤é¡¹åä¸äººå·¥æºè½éå¤§ææââç¥åå¤§æ¨¡å4.0ä¸ç¥åÂ·åä¸ä¸çæ¨¡å1.0ã\nããè¿ä¸¤é¡¹ææçåéä¸ä¸è¬ãåè å¨æ°æ®è¦çãç è«å®³è¯å«ãåºå ç»åæåæå¡è½åçæ¹é¢å ¨é¢åçº§ï¼æ¨å¨åä¸äººå·¥æºè½åâçå¾æ´åãæå¾æ´å¤âè¿è¿ï¼åè ç¸å½äºä¸ºåç°å»ºç«äºä¸åä¼çé¿ãä¼ååºçæ°ååªçè¯éªç°ï¼åçâåäºä¼ææ ·ãè¯¥æä¹åâãççæ°å¹´æ¶é´ï¼åä¸äººå·¥æºè½çæç¥ãè®¤ç¥ãæ¨æ¼åå³çè½åä¸æè§¦ç¢°æ°é«åº¦ã\nããä½ä¸ºå»¶ç»æ°åå¹´çå¤èè¡ä¸ï¼åä¸ä¸ºææ¯èµè½æä¾äºä¸æç¬ç¹çè§å¯è§çªã2025å¹´ï¼åä¸äººå·¥æºè½åºç¨è¿ç¨ä¸æå å¿«ï¼Tokenï¼è¯å ï¼å¹´åº¦æ¶èæ°éå·²è¶ è¿2.4äº¿ä¸ªãåºæ¯çµå¼ä¸ï¼æ°æ®åä»£ç è½¬åä¸ºç°å®çäº§åï¼æ·±å»éæä¼ ç»åä¸çäº§æ¹å¼ã\nããææ¯ççå½åå¨äºè§£å³å®é é®é¢ãå¨æµ·åï¼å½å é¦ä¸ªç§ä¸å¤§æ¨¡åâä¸°ç»âï¼âè¯»åºå ãç¼åºåãç®ç»åâï¼å¤§å¹ ç¼©çè²ç§å¨æï¼å¨æ±èæ¬å·çè·å¡éï¼äººå·¥æºè½ç³»ç»èªå¨è°æ§çæºæ°´éï¼ç²¾åæµç®ç¨è¥éï¼è®©ç¹è²ç§å »çè§æ¨¡åãæ ååæä¸ºå¯è½ï¼å¨æ±è¥¿èµ£å·ï¼æºè½åéè®¾å¤å¿«éåé¤ççµæï¼ææéä½èæ©äº§åæèï¼å©å¥½æåä¸å¥½ä»·â¦â¦å¯è§ï¼é¡ºåºåä¸ç°ä»£åè¶å¿ãå»ä¸åç¯èçç¹ï¼äººå·¥æºè½ä¸ä» æå©äºç ´è§£âè°æ¥ç§å°âçé¾é¢ï¼å¯¹äºç»ç¹åå±ç§æåä¸ãç»¿è²åä¸ãè´¨éåä¸ãåçåä¸ï¼æå·¨å¤§æ½å±ç©ºé´ã\nããç®åï¼æå½æºè½ç»æµæ ¸å¿äº§ä¸è§æ¨¡å·²ç»è¶ è¿ä¸äº¿å äººæ°å¸ï¼å¤å°çº·çº·å¸å±ç®åãå¤§æ°æ®çç¸å ³èµéãå°½ç®¡æå½äººå·¥æºè½ææ¯åå±æ¥æ°æå¼ï¼ä½å°±åä¸é¢åèè¨ï¼ä»ç¹ç¶çªç ´å°ç³»ç»éæï¼ä»ç¶æå¾é¿ä¸æ®µè·¯è¦èµ°ã\nããè¿æ¯ç±æå½ç¹æçåæ å³å®çãå°åç»è¥ä¸ï¼çäº§æ°æ®é«åº¦ç¢çåï¼èåå°æ°´åãæ°ååå·®ä¸å«ï¼ç§å »å¯¹è±¡å¤æå¤æ ·ï¼åå¸¦æ¥æµ·éçåç´åºç¨åºæ¯ãæ¤å¤ï¼æºæ¢°åæ°´å¹³çåºåä¸åè¡¡ï¼æ°åç´ å »çäººç¾¤å·®å¼ï¼ä¹å½±åææ¯è½å°ææãæ¨å¨âäººå·¥æºè½+åä¸âä»âçæ¯âèµ°åé£æ¯ï¼å¿å¿ è¦ç«è¶³åå°çèµæºåæ¡ä»¶ï¼é¿å ä¸åèä¸æåè´¨åå»ºè®¾ï¼å¹¶éè¿æç»å¤¯å®ç°ä»£åä¸çæ°ååºåº§ï¼å½¢æåå ·ç¹è²çåå±æ ¼å±ã\nããææ¯åå±å§ç»è¦ä»¥äººä¸ºæ¬ï¼è¿ä¹æ¯ä¸å½å¼ç°ä»£ååºæçæ¸©åº¦ãå¨å¹¿è¢¤ç°éä¸ï¼ä¸ä¸ªä¸ªå ·ä½çå°åæ·å°±æ¯æå¹¿éçæå¡å¯¹è±¡ãç®åï¼ä¸äºå°æ¹åå¸çåææå¡æºè½ä½ï¼è½»éåãä½ææ¬ï¼è½ç²¾åçè§£åæ·æ¥å¸¸ç¨è¯ï¼å¤§å¹ éä½äºä½¿ç¨é¨æ§ãé¢åæªæ¥ï¼äººå·¥æºè½å¦ä½å ¼é¡¾æ®æ å ¬å¹³ï¼è®©ä¸åå±æ¬¡ä¸»ä½å ±äº«æ°åçº¢å©ï¼å¦ä½éè¿ææ¯æå¡ææ®µçåæ°ï¼çæ£å¼¥åå°åæ·ä¸å¤§çäº§ä¹é´çé¸¿æ²ï¼è¿äºè¯¾é¢ä»æå¾ è¿ä¸æ¥æèã\nããä»å¹´ä¸å¤®ä¸å·æä»¶ä»¥åãå å¿«åä¸åæç°ä»£åâåäºäºâè§åãï¼åå¯¹äººå·¥æºè½èµè½åä¸ä½åºé¨ç½²ï¼ä»ä¼ ç»è¦ç´ é©±å¨è½¬åç§æåæ°é©±å¨ï¼æªæ¥åä¸çåå±è·¯å¾è¶æ¥è¶æ¸ æ°ãå¨å®æ´äº§ä¸ä½ç³»ãè¶ å¤§è§æ¨¡å¸åºãä¸°å¯åºç¨åºæ¯çä¼å¿å æä¸ï¼å°äººå·¥æºè½èå ¥æå½åä¸ç°ä»£åçç¬ç¹èçï¼ç°éé¡éå°éæ¾åºæ´å¤å¯è½ã\nããã äººæ°æ¥æ¥ ãï¼ 2026å¹´07æ31æ¥ 18 çï¼\nåäº«è®©æ´å¤äººçå°\nçé¨æè¡\n- 1ä¸¤æè²å°å ¹å¥ç« ï¼ç §è§ä¸å½åºç¡ç ç©¶çâéâ¦\n- 2 å å°å¶å®èµ°åºé«è´¨éåå±ä¹è·¯\n- 3ä¸åå¹´åä¸åæç»æµç¨³ä¸åå¥½\n- 4é«è´¨éåå±æ äºæ±ï½å·¥ä¸æ¯æºä»âå¼è¿âå°â¦\n- 5åå¤§æ°å¦ä½ä»¥ç¾¤ææ¥å\n- 6 è½æºä¾ç»æµä½å²å»å±ç°é§æ§ï¼å¹´ä¸ç»æµè§â¦\n- 7å¤®è¡7æ24æ¥å¼å±5000äº¿å MLFæä½\n- 8é«è´¨éåå±æ äºæ±ï½æ°ååè¥ä»âå²éâå°â¦\n- 9âä¸å½å¶é âä½ä»¥é©°éªæµ·å¤ï¼\n- 10ä»âå¤§åæâè½ç¬ä¸ºâå·¥ç¬ç»â ç»¿è²ä½ç¢³â¦\næä¾æ°é»çº¿ç´¢","confidence":0.9,"diagnostics_url":"/api/diagnose?url=http%3A//finance.people.com.cn/n1/2026/0731/c1004-40771280.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 2742 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 2742 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":2742,"summary_length":2742,"usable_text_length":2742,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2742,"summary_length":2742}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}