{"id":81604,"topic":"ai","source":"Sohu","title":"聚合智能隐忧：大模型热度之下，新一代操作系统仍存短板 - Sohu","url":"https://m.sohu.com/a/1075717415_118622?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","url_hash":"6c98e3c1839eb2505c0cee7cf7cc4cf4f81c2b90","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiiAFBVV95cUxQWm1ocUxLUFBfNHA1RTY3V05NZGd2OEhFZGZseWVKSFY5WmxoUUdreGlUSzZDOU5fM2RfSlpCaWFSMVFTV2JQM2d1VFh5dm9rZjFDMHM4bHhSQXBDclE5Sy1zc0N2Z1F1SHlrWVk2d1ZHSmtTakxIY1hZQ0oyYzJWbXZHNTM2Sk1Z?oc=5\" target=\"_blank\">聚合智能隐忧：大模型热度之下，新一代操作系统仍存短板</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Sohu</font>","content":"聚合智能隐忧：大模型热度之下，新一代操作系统仍存短板\n记者 周信\n“行业现在都在比拼大模型能力，但很多人忽略了，大模型输出的决策，最终要靠系统落到物理世界执行。”9月9日，在由聚合智能产业创新中心、湖北科投联合主办的聚合智能产业发展大会2026上，普华基础软件总经理刘宏倩表示，当前聚合智能赛道重算法、轻底层系统的倾向值得警惕。\n目前，因为智能汽车、人形机器人、低空飞行器三者在“存算连感”硬件底座上具备技术同源性，行业机构及部分地方政府正将三者纳入“聚合智能体”这个产业框架。\n“聚合智能体”希望以技术同源性让硬件层复用，而在硬件之上，上层算法的大模型、世界模型负责智能体认知世界、理解世界，真实物理环境下，还需要操作系统完成算力调度、时序对齐、故障隔离、任务降级，把算法决策转化为安全可控的实体动作。\n但产业面临的问题在于，支撑机器人、智能汽车、低空飞行器稳定运行的新一代操作系统，尚未形成成熟完备的方案。底层系统能力若无法同步跟进，即便大模型算法足够先进，也很难在高安全要求的物理场景实现稳定可靠的作业。","image_url":"//q4.itc.cn/images01/20260914/7dcba78e80a54a118f1e0f7cbf41f006.jpeg","lang":"zh","published_at":"2026-09-14T02:02:29+00:00","fetched_at":"2026-09-14T02:15:08+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"聚合智能隐忧：大模型热度之下，新一代操作系统仍存短板\n记者…","cluster_id":3544637,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://m.sohu.com/a/1075717415_118622?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","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 455 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":455,"summary_length":30,"usable_text_length":455,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":455,"summary_length":30}},"news_item":{"id":81604,"canonical_url":"https://m.sohu.com/a/1075717415_118622?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source_url":"https://m.sohu.com/a/1075717415_118622?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","title":"聚合智能隐忧：大模型热度之下，新一代操作系统仍存短板 - 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