{"id":91116,"topic":"ai","source":"opinion.caixin.com","title":"恩格斯停顿会重演吗？人工智能时代的资本、劳动与分配（四） - opinion.caixin.com","url":"https://opinion.caixin.com/2026-09-27/102489014.html","url_hash":"f9fa5b5ed42014271df77045355f731cdf094eac","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiYkFVX3lxTE5NdWFNUW9tTm41OG1Rcmp2ZDlaZms4QjRPSDhEZktSZGFKd014NjU3dUhSMFkwcUw5Tkk4M2V5N0Y3SFBQak9ELXFIak4xaEV5WUEyUWFva3g0U0RudGt1UzVR?oc=5\" target=\"_blank\">恩格斯停顿会重演吗？人工智能时代的资本、劳动与分配（四）</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">opinion.caixin.com</font>","content":"文｜李嘉 张丹丹\n把两个维度合起来看，恩格斯停顿会不会重演，并没有预先写好的答案。在资本维度上，历史确有相似之处：技术进步再次跑在配套资本完备之前，稀缺的算力、电力和基础设施首先获得较高回报。不同的是，现代资本市场能够更快调动储蓄，资本短缺未必持续几十年；但物理瓶颈、快速折旧和资本所有权集中，又可能使资本收益更加集中。\n真正不同的是故事的后半段。艾伦假设的机器与劳动高度互补，资本积累最终提高了劳动的边际产品；AI却既可以“替代”劳动，也可以“增强”劳动。因而，决定“停顿”能否结束的按钮，在相当程度上掌握在新技术的应用方向上：如果AI主要被用于更便宜地完成已有任务，替代效应可能占主导；如果AI更多被用于增强人的能力，创造新的产品、服务、需求和行业，互补效应和新任务效应就可能重新把劳动带入增长过程。","image_url":null,"lang":"zh","published_at":"2026-09-27T06:49:00+00:00","fetched_at":"2026-09-27T07:15:07+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"文｜李嘉…","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://opinion.caixin.com/2026-09-27/102489014.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 352 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":352,"summary_length":5,"usable_text_length":352,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":352,"summary_length":5}},"news_item":{"id":91116,"canonical_url":"https://opinion.caixin.com/2026-09-27/102489014.html","source_url":"https://opinion.caixin.com/2026-09-27/102489014.html","title":"恩格斯停顿会重演吗？人工智能时代的资本、劳动与分配（四） - opinion.caixin.com","source_name":"opinion.caixin.com","author":null,"published_at":"2026-09-27T06:49:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiYkFVX3lxTE5NdWFNUW9tTm41OG1Rcmp2ZDlaZms4QjRPSDhEZktSZGFKd014NjU3dUhSMFkwcUw5Tkk4M2V5N0Y3SFBQak9ELXFIak4xaEV5WUEyUWFva3g0U0RudGt1UzVR?oc=5\" target=\"_blank\">恩格斯停顿会重演吗？人工智能时代的资本、劳动与分配（四）</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">opinion.caixin.com</font>","full_text":"文｜李嘉 张丹丹\n把两个维度合起来看，恩格斯停顿会不会重演，并没有预先写好的答案。在资本维度上，历史确有相似之处：技术进步再次跑在配套资本完备之前，稀缺的算力、电力和基础设施首先获得较高回报。不同的是，现代资本市场能够更快调动储蓄，资本短缺未必持续几十年；但物理瓶颈、快速折旧和资本所有权集中，又可能使资本收益更加集中。\n真正不同的是故事的后半段。艾伦假设的机器与劳动高度互补，资本积累最终提高了劳动的边际产品；AI却既可以“替代”劳动，也可以“增强”劳动。因而，决定“停顿”能否结束的按钮，在相当程度上掌握在新技术的应用方向上：如果AI主要被用于更便宜地完成已有任务，替代效应可能占主导；如果AI更多被用于增强人的能力，创造新的产品、服务、需求和行业，互补效应和新任务效应就可能重新把劳动带入增长过程。","excerpt":"文｜李嘉…","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 352 characters.","diagnostics_url":"/api/diagnose?url=https%3A//opinion.caixin.com/2026-09-27/102489014.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 352 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":352,"summary_length":5,"usable_text_length":352,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":352,"summary_length":5}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"恩格斯停顿会重演吗？人工智能时代的资本、劳动与分配（四） - 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