{"id":81614,"topic":"ai","source":"sd.people.com.cn","title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","url_hash":"a6604dfb315d39b79974f587b48360857a6f6cce","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiakFVX3lxTE5JNFpJY2Y0eXppY3p4QjMyZTBJdk9qQ1hrUWhGc0RBVmR0VkVjMXFtVzM2bDVlWl9WbWtqeGdLaEZlM0RBM2ZyMWozYUYzaFJ2MjFlSjZUTndRQnUyN3kycGhXUmFGRF85MWc?oc=5\" target=\"_blank\">当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">sd.people.com.cn</font>","content":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","image_url":null,"lang":"zh","published_at":"2026-09-14T00:42:00+00:00","fetched_at":"2026-09-14T03:15:06+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.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 1831 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":1831,"summary_length":1831,"usable_text_length":1831,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1831,"summary_length":1831}},"news_item":{"id":81614,"canonical_url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","source_url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","source_name":"sd.people.com.cn","author":null,"published_at":"2026-09-14T00:42:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiakFVX3lxTE5JNFpJY2Y0eXppY3p4QjMyZTBJdk9qQ1hrUWhGc0RBVmR0VkVjMXFtVzM2bDVlWl9WbWtqeGdLaEZlM0RBM2ZyMWozYUYzaFJ2MjFlSjZUTndRQnUyN3kycGhXUmFGRF85MWc?oc=5\" target=\"_blank\">当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">sd.people.com.cn</font>","full_text":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","excerpt":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1831 characters.","diagnostics_url":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.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 1831 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":1831,"summary_length":1831,"usable_text_length":1831,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1831,"summary_length":1831}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","summary":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","source":"sd.people.com.cn","date":"2026-09-14T00:42:00+00:00","content":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","confidence":0.9,"diagnostics_url":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1831 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 1831 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":1831,"summary_length":1831,"usable_text_length":1831,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1831,"summary_length":1831}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/81614","export_markdown":"/api/items/81614/export?format=markdown","export_json":"/api/items/81614/export?format=json","diagnose":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.html"},"formats":{"full":{"id":81614,"title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","source":"sd.people.com.cn","author":null,"published_at":"2026-09-14T00:42:00+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","full_text":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1831 characters.","diagnostics_url":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.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 1831 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":1831,"summary_length":1831,"usable_text_length":1831,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1831,"summary_length":1831}}},"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 1831 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":1831,"summary_length":1831,"usable_text_length":1831,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1831,"summary_length":1831}},"actions":{"read":"/item/81614","export_markdown":"/api/items/81614/export?format=markdown","export_json":"/api/items/81614/export?format=json","diagnose":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.html"}},"digest":{"id":81614,"title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","source":"sd.people.com.cn","topic":"ai","published_at":"2026-09-14T00:42:00+00:00","excerpt":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨ 9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 1831 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","subtitle":"sd.people.com.cn · 2026-09-14","summary":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨ 9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å…","badges":["quality:high"],"links":{"read":"/item/81614","original":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","diagnose":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.html"},"quality_warning":null},"export":{"title":"当AI拥有“大脑”，谁来守护它？看山东企业布局智能安全 - sd.people.com.cn","url":"http://sd.people.com.cn/n2/2026/0914/c166192-41695137.html","summary":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","source":"sd.people.com.cn","date":"2026-09-14T00:42:00+00:00","content":"å½AIæ¥æâ大èâï¼è°æ¥å®æ¤å®ï¼çå±±ä¸ä¼ä¸å¸å±æºè½å®å ¨\n9æ7æ¥ï¼ä¸åä¿¡æ¯åå ¬å¸ä¸åå®å ¨ææ¯æéå ¬å¸å ¥éä¸å ³æèªä¸»å¤§æ¨¡å产ä¸èçç½ç»å®å ¨å·¥ä½ç»é¦æ¹æååä½ï¼æ为èçé¦æ¹æ ¸å¿æåãæ¤æ¬¡å ¥éï¼æ¯è¡ä¸å¯¹ä¸åAIå®å ¨ææ¯è½åç认å¯ï¼ä¹ä½ç°äºä¼ä¸å å¿«å¸å±äººå·¥æºè½å®å ¨é¢åçæ¢ç´¢ãå´ç»å¤§æ¨¡ååºç¨å®å ¨ï¼ä¸åä¿¡æ¯æ£æ建è¦çè¾å ¥æ£æµãæé管æ§ã交äºå®¡è®¡çç¯èçå®å ¨é²æ¤ä½ç³»ï¼å©åæ¿ä¼ç¨æ·å®å ¨ãå¯é å°åºç¨äººå·¥æºè½ã\n2026å¹´å½å®¶ç½ç»å®å ¨å®£ä¼ å¨å°äº9æ14æ¥è³20æ¥å¨å ¨å½èå´å ç»ä¸ä¸¾è¡ï¼å ¶ä¸å¼å¹å¼ãé«å³°è®ºåçéè¦æ´»å¨å¨å±±ä¸çæµåå¸ä¸¾åã9æ13æ¥ï¼è®°è å¨ä¸åä¿¡æ¯å±å ï¼ä¸ç³»åé¢å人工æºè½æ¶ä»£çæ°åå®å ¨äº§åæ£å¨å±ç¤ºãä»å¤§æ¨¡åå®å ¨é²æ¤ï¼å°æºè½ä½å®å ¨æ²»çï¼åå°æ°æ®å®å ¨ç®¡æ§ï¼ç½ç»å®å ¨é²æ¤çè¾¹çæ£å¨éçææ¯åå±ä¸æ延伸ã\nâè¿å ¥æºè½æ¶ä»£ï¼ç½ç»å®å ¨çé£é©è¾¹çæ£å¨åçååãâä¸åä¿¡æ¯è¡ä»½æéå ¬å¸å¯æ»è£çéå½è¯´ï¼âè¿å»æ´å¤å ³æ³¨æå¡å¨ãç»ç«¯åç½ç»è¾¹çï¼ç°å¨æ»å»å¯¹è±¡è¿ä¸æ¥åæºè½åºç¨ãæ°æ®ä»¥å模ååæºè½ä½å»¶ä¼¸ãâ\néç人工æºè½ã大模åãæºè½ä½å éè¿å ¥æ¿å¡ãéèãè½æºçå ³é®é¢åï¼å®å ¨é£é©ä¹åç°æ°çç¹ç¹ãæ°æ®å¦ä½è¿å ¥æ¨¡åã模åå¦ä½è°ç¨ãæºè½ä½å¦ä½æ§è¡ä»»å¡ï¼é½æ为ç½ç»å®å ¨éè¦å ³æ³¨çæ°åºæ¯ã\né¢å¯¹ååï¼ä¸åä¿¡æ¯æ¢ç´¢æ建âAIèµè½å®å ¨+AIå®å ¨æ²»çâçå轮驱å¨æ¨¡å¼ãä¸æ¹é¢ï¼å©ç¨äººå·¥æºè½æåä¼ ç»å®å ¨è½åï¼å¨æºè½å 容æ£æµãæºè½é£é©åæãæºè½è¡ä¸ºç®¡æ§çæ¹é¢æé«å®å ¨åæåç å¤æçï¼å¦ä¸æ¹é¢ï¼å 强人工æºè½èªèº«å®å ¨æ²»çï¼å´ç»ç»ç«¯ãç½ç»åå¹³å°æç»å®åAIå®å ¨äº§åä½ç³»ã\nâæ们ç解çâæºè½æ¶ä»£ ç½å®æ¤èªâï¼å°±æ¯ä¸ææAIææ¯èµè½å®å ¨ï¼ä¸ææAIå®å ¨æ²»çï¼è®©å®å ¨æ´æºè½ï¼ä¹è®©AIåºç¨æ´å®å ¨ãâçéå½è¯´ã\nä»2024å¹´å¼å§ï¼ä¸åä¿¡æ¯å´ç»äººå·¥æºè½å®å ¨æç»å¸å±ï¼èç¦å¤§æ¨¡åå®å ¨ãæºè½ä½å®å ¨çæ¹åï¼éç»æ¨åºç»ç«¯å¤§æ¨¡åæºæ ã大模åå®å ¨é²æ¤ç³»ç»ã大模åä¸æºè½ä½å®å ¨é²æ¤å¹³å°ãAIå®å ¨é£é©çæµé¢è¦å¹³å°ç产åï¼æ¨å¨å®å ¨è½åå模ååãå¹³å°ååå±ï¼æ ¹æ®ä¸åä¸å¡åºæ¯çµæ´»ç»åãæéè°ç¨ã\nâå®å ¨çä»·å¼ä¸æ¯éå¶ä¸å¡ï¼èæ¯æå¡ä¸å¡ãä¿éä¸å¡åå±ãâçéå½è¡¨ç¤ºï¼ä¸åä¿¡æ¯å¸æéè¿å®åAIå®å ¨è½åï¼è®©AIçæ£è¿å ¥æ¿ä¼åºç¨æ¶åå°âæºè½å¯ç¨ãè¿ç¨å¯æ§ãé£é©å¯è§ã责任å¯è¿½âãï¼èµµç³ æ²ç¥è¹ï¼\nå享让æ´å¤äººçå°","confidence":0.9,"diagnostics_url":"/api/diagnose?url=http%3A//sd.people.com.cn/n2/2026/0914/c166192-41695137.html","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1831 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 1831 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":1831,"summary_length":1831,"usable_text_length":1831,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1831,"summary_length":1831}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}