{"id":89362,"topic":"ai","source":"21jingji.com","title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","url_hash":"76deb328cf676f25fe9225fdd4a36bc23186cf80","author":"","summary":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 21jingji.com","content":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","image_url":null,"lang":"zh","published_at":"2026-09-24T06:11:00+00:00","fetched_at":"2026-09-24T07:15:06+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.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 1638 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":1638,"summary_length":1638,"usable_text_length":1638,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1638,"summary_length":1638}},"news_item":{"id":89362,"canonical_url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","source_url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","source_name":"21jingji.com","author":null,"published_at":"2026-09-24T06:11:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 21jingji.com","full_text":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","excerpt":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1638 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.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 1638 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":1638,"summary_length":1638,"usable_text_length":1638,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1638,"summary_length":1638}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","summary":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","source":"21jingji.com","date":"2026-09-24T06:11:00+00:00","content":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1638 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 1638 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":1638,"summary_length":1638,"usable_text_length":1638,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1638,"summary_length":1638}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/89362","export_markdown":"/api/items/89362/export?format=markdown","export_json":"/api/items/89362/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html"},"formats":{"full":{"id":89362,"title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","source":"21jingji.com","author":null,"published_at":"2026-09-24T06:11:00+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","full_text":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1638 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.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 1638 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":1638,"summary_length":1638,"usable_text_length":1638,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1638,"summary_length":1638}}},"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 1638 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":1638,"summary_length":1638,"usable_text_length":1638,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1638,"summary_length":1638}},"actions":{"read":"/item/89362","export_markdown":"/api/items/89362/export?format=markdown","export_json":"/api/items/89362/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html"}},"digest":{"id":89362,"title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","source":"21jingji.com","topic":"ai","published_at":"2026-09-24T06:11:00+00:00","excerpt":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã ä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººã大装","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 1638 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","subtitle":"21jingji.com · 2026-09-24","summary":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã ä½ä¸ºå…","badges":["quality:high"],"links":{"read":"/item/89362","original":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","diagnose":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html"},"quality_warning":null},"export":{"title":"商汤杨帆：Token经济需从“消耗计量”走向“结果价值” | 第二届广东省人工智能应用对接大会 - 21jingji.com","url":"https://www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","summary":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","source":"21jingji.com","date":"2026-09-24T06:11:00+00:00","content":"9æ22æ¥ï¼ç¬¬äºå±å¹¿ä¸ç人工æºè½åºç¨å¯¹æ¥å¤§ä¼å¨å¹¿å·ä¸¾è¡ã大ä¼ä»¥âæºèåè¡ãèµè½ç¾ä¸â为主é¢ï¼æ±è起产ãå¦ãç ãéãæ¿çåçåéï¼è¿ä¸æ¥å å¿«æ¨å¨å¹¿ä¸ç人工æºè½å ¨åå ¨æ¶å ¨è¡ä¸é«æ°´å¹³åºç¨ã\nä½ä¸ºå ¨å½äººå·¥æºè½é¢åä¸ä¸å头é¨ä¼ä¸ä»£è¡¨ï¼å汤ç§æåéåä¼ï¼åæ¶å汤ç§æèååå§äººãå¤§è£ ç½®äºä¸ç¾¤æ»è£æ¨å¸å表主é¢æ¼è®²ãTokençä¸ä¸æ¥ï¼äººå·¥æºè½2.0è½å°çåå±è¶å¿ãï¼å´ç»Tokenç»æµãåºæ¯æ°æ®ä»·å¼ä»¥åAIåºç¡è®¾æ½çææ建çè¯é¢ï¼å享对人工æºè½2.0è½å°è¶å¿çæèã\næ¨å¸æåºï¼äººå·¥æºè½2.0æ¶ä»£æä¸å¤§æ ¸å¿è¶å¿ï¼Tokenç»æµéè¦æ·±åº¦ç»å®ä¸å¡ä»·å¼ï¼AIé¿æç«äºåæ ¹æ¤äºçå®åºæ¯çæ°æ®æ²æ·ï¼AIåºç¡è®¾æ½çæ¯æ¼ï¼ç±åä¸ç®åä¾ç»è½¬åå ¨äº§ä¸é¾ååã\né对å¸åºçè®®çTokenç»æµï¼æ¨å¸åæï¼Tokenç°é¶æ®µä» ç¨äºæ¶è计éï¼ä¸ååºæ¯ä¸Tokenä»·å¼å·®å¼å·¨å¤§ï¼å®æ¬è´¨æ¯AIç产çåææï¼å¹¶éæç»äº§åãTokenç»æµè¦å®ç°å¯æç»åå±ï¼äºéç ´è§£ä»·å¼é¾åè´¨ã交ä»é¾é¢æãè´¨éé¾æ ¸éªççç¹ï¼ä»âæ¶èå¤å°Tokenä»è´¹âï¼è½¬å为å¯éªè¯çä»»å¡ç»æä»è´¹ã\nè°åAIåºç¡è®¾æ½å»ºè®¾ï¼æ¨å¸è¡¨ç¤ºï¼AIåºå»ºä¸ä¼ ç»åºå»ºæ大åºå«å¨äºï¼éèµäº§è½å°åï¼ä¸æ¸¸æ¨¡åãåºç¨è¿ä»£é度æå¿«ãç®åè§æ¨¡åªæ¯ä¸å¡çä¸éï¼å¿«éååºä¸æç»è¿ä»£è½åæå³å®åå±ä¸éï¼AIåºç¡è®¾æ½ä¼ä¸éè¦æé AIåçç»ç»ï¼èå¨äº§ä¸é¾ä¸ä¸æ¸¸åååæ°ã\næ®ä»ç»ï¼åæ±¤å¤§è£ ç½®å®ä½âNeo AI Cloud for Chinese Ecosystemâï¼ä¾æSenseCore AIåçäºå¹³å°æéè½æºãç®åã模åä¸åºç¨èµæºãå汤ä»å¹´èåè¿20家ä¼ä¼´åèµ·å½äº§AIåºç¡è®¾æ½çæå ±å»ºâé¶æ²³è®¡åâï¼å´ç»æºç®é群建设ãæ ¸å¿ææ¯æ»å ³ãååä¼ä¸èµè½çæ¹åå ±å»ºçæãå½ååæ±¤å¤§è£ ç½®æ¥åTokenæå¡é约4.5ä¸äº¿ï¼é¢è®¡2026å ¨å¹´Tokenè§æ¨¡è¾å¹´åå¢é¿çº¦25åã\nä½ä¸ºææ ¹å¤§æ¹¾åºçç§æä¼ä¸ï¼å汤å°å¹¿ä¸ä½ä¸ºäº§ä¸è½å°æ ¸å¿åºåï¼å·²å¨åæµ·ãæ²³å¥å¸å±æºç®ä¸å¿ï¼è¿è½å°æ±å¤´AIèµè½ç©å ·äº§ä¸é¡¹ç®ï¼å©åâç¾åä¸å·¥ç¨âãæ¨å¸è¡¨ç¤ºï¼å汤计åå¨å¹¿ä¸å ±å»ºToken示èå·¥åï¼æ¨å¨AIè½å深度è½å°äº§ä¸ï¼å©å人工æºè½ä¸å®ä½ç»æµæ·±åº¦èåã\næãå¾ï½è®°è æ½äº®","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.21jingji.com/article/20260924/herald/3d6de039af9a83e29a201959ae74100b.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1638 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 1638 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":1638,"summary_length":1638,"usable_text_length":1638,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1638,"summary_length":1638}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}