{"id":80598,"topic":"ai","source":"新浪财经","title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","url_hash":"f8e42875029ae98c2fb632323451196dd96d6dff","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMif0FVX3lxTFBpQ09sdE51Um5GdzB1UGVtSlV5NDRlWVFNd1hMWktxdW1xZEJPN3FGZU15YXFxV3UzZVd5dHhvX2ZSY0JUZkprbmJXMjFOajkzOExMdXNTTEFYRlRGWUt1UW5lbVd0V1VtZzVfVFJlckhxMnUzUjNER1RJXzhiV0U?oc=5\" target=\"_blank\">俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">新浪财经</font>","content":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯 11月12日上午消息，在“2026崇礼论坛”上，新东方创始人俞敏洪谈及人工智能创业的三个维度。\n他谈到，第一个板块是叫人工智能大创业或者原创业。“不管是你做人工智能大模型，还是做GPU，还是做芯片，我一直把它归类为人工智能大创业，因为需要大投入，需要长久的研发，当然一旦成功以后，也是非常的了不起的。”\n第二个板块，则是利用现有的人工智能的技术和研发的成果来进行创业。“其实，我们在座不少的青年创业者，实际上是通过人工智能和行业的结合，在其中解决某一个问题。这问题如果你解决了，也能够给使用者带来足够方便。”\n第三个，是帮助中国的传统企业去解决人工智能问题。他谈到，“新东方现在致力于将人工智能和教育结合，但也意识到了一个问题，这个结合的突破点不会在新东方内部出现，而是需要从第三方的眼光去看，才能产生新的共识，所以新东方团队现在也有委托外部团队来帮助解决在教育领域需要解决的问题。”\n俞敏洪进一步谈到，我身边几百个传统企业家全有这样的问题，让他们在传统环境生出人工智能的极致创新，这个难度我觉得甚至大于“拎着自己的头发离开地球”。所以，这也给年轻的创业者们一个更好的为企业服务的场景。","image_url":"https://n.sinaimg.cn/default/feedbackpics/transform/116/w550h366/20180326/Fm33-fysqfnf9443683.png","lang":"zh","published_at":"2026-09-12T03:42:48+00:00","fetched_at":"2026-09-12T04:15:09+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯…","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","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 530 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":530,"summary_length":37,"usable_text_length":530,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":530,"summary_length":37}},"news_item":{"id":80598,"canonical_url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","source_url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","source_name":"新浪财经","author":null,"published_at":"2026-09-12T03:42:48+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMif0FVX3lxTFBpQ09sdE51Um5GdzB1UGVtSlV5NDRlWVFNd1hMWktxdW1xZEJPN3FGZU15YXFxV3UzZVd5dHhvX2ZSY0JUZkprbmJXMjFOajkzOExMdXNTTEFYRlRGWUt1UW5lbVd0V1VtZzVfVFJlckhxMnUzUjNER1RJXzhiV0U?oc=5\" target=\"_blank\">俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">新浪财经</font>","full_text":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯 11月12日上午消息，在“2026崇礼论坛”上，新东方创始人俞敏洪谈及人工智能创业的三个维度。\n他谈到，第一个板块是叫人工智能大创业或者原创业。“不管是你做人工智能大模型，还是做GPU，还是做芯片，我一直把它归类为人工智能大创业，因为需要大投入，需要长久的研发，当然一旦成功以后，也是非常的了不起的。”\n第二个板块，则是利用现有的人工智能的技术和研发的成果来进行创业。“其实，我们在座不少的青年创业者，实际上是通过人工智能和行业的结合，在其中解决某一个问题。这问题如果你解决了，也能够给使用者带来足够方便。”\n第三个，是帮助中国的传统企业去解决人工智能问题。他谈到，“新东方现在致力于将人工智能和教育结合，但也意识到了一个问题，这个结合的突破点不会在新东方内部出现，而是需要从第三方的眼光去看，才能产生新的共识，所以新东方团队现在也有委托外部团队来帮助解决在教育领域需要解决的问题。”\n俞敏洪进一步谈到，我身边几百个传统企业家全有这样的问题，让他们在传统环境生出人工智能的极致创新，这个难度我觉得甚至大于“拎着自己的头发离开地球”。所以，这也给年轻的创业者们一个更好的为企业服务的场景。","excerpt":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯…","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 530 characters.","diagnostics_url":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4","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 530 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":530,"summary_length":37,"usable_text_length":530,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":530,"summary_length":37}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","summary":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯…","source":"新浪财经","date":"2026-09-12T03:42:48+00:00","content":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯 11月12日上午消息，在“2026崇礼论坛”上，新东方创始人俞敏洪谈及人工智能创业的三个维度。\n他谈到，第一个板块是叫人工智能大创业或者原创业。“不管是你做人工智能大模型，还是做GPU，还是做芯片，我一直把它归类为人工智能大创业，因为需要大投入，需要长久的研发，当然一旦成功以后，也是非常的了不起的。”\n第二个板块，则是利用现有的人工智能的技术和研发的成果来进行创业。“其实，我们在座不少的青年创业者，实际上是通过人工智能和行业的结合，在其中解决某一个问题。这问题如果你解决了，也能够给使用者带来足够方便。”\n第三个，是帮助中国的传统企业去解决人工智能问题。他谈到，“新东方现在致力于将人工智能和教育结合，但也意识到了一个问题，这个结合的突破点不会在新东方内部出现，而是需要从第三方的眼光去看，才能产生新的共识，所以新东方团队现在也有委托外部团队来帮助解决在教育领域需要解决的问题。”\n俞敏洪进一步谈到，我身边几百个传统企业家全有这样的问题，让他们在传统环境生出人工智能的极致创新，这个难度我觉得甚至大于“拎着自己的头发离开地球”。所以，这也给年轻的创业者们一个更好的为企业服务的场景。","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 530 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 530 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":530,"summary_length":37,"usable_text_length":530,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":530,"summary_length":37}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/80598","export_markdown":"/api/items/80598/export?format=markdown","export_json":"/api/items/80598/export?format=json","diagnose":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4"},"formats":{"full":{"id":80598,"title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","source":"新浪财经","author":null,"published_at":"2026-09-12T03:42:48+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯…","full_text":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯 11月12日上午消息，在“2026崇礼论坛”上，新东方创始人俞敏洪谈及人工智能创业的三个维度。\n他谈到，第一个板块是叫人工智能大创业或者原创业。“不管是你做人工智能大模型，还是做GPU，还是做芯片，我一直把它归类为人工智能大创业，因为需要大投入，需要长久的研发，当然一旦成功以后，也是非常的了不起的。”\n第二个板块，则是利用现有的人工智能的技术和研发的成果来进行创业。“其实，我们在座不少的青年创业者，实际上是通过人工智能和行业的结合，在其中解决某一个问题。这问题如果你解决了，也能够给使用者带来足够方便。”\n第三个，是帮助中国的传统企业去解决人工智能问题。他谈到，“新东方现在致力于将人工智能和教育结合，但也意识到了一个问题，这个结合的突破点不会在新东方内部出现，而是需要从第三方的眼光去看，才能产生新的共识，所以新东方团队现在也有委托外部团队来帮助解决在教育领域需要解决的问题。”\n俞敏洪进一步谈到，我身边几百个传统企业家全有这样的问题，让他们在传统环境生出人工智能的极致创新，这个难度我觉得甚至大于“拎着自己的头发离开地球”。所以，这也给年轻的创业者们一个更好的为企业服务的场景。","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 530 characters.","diagnostics_url":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4","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 530 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":530,"summary_length":37,"usable_text_length":530,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":530,"summary_length":37}}},"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 530 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":530,"summary_length":37,"usable_text_length":530,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":530,"summary_length":37}},"actions":{"read":"/item/80598","export_markdown":"/api/items/80598/export?format=markdown","export_json":"/api/items/80598/export?format=json","diagnose":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4"}},"digest":{"id":80598,"title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","source":"新浪财经","topic":"ai","published_at":"2026-09-12T03:42:48+00:00","excerpt":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难” 新浪科技讯…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 530 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","subtitle":"新浪财经 · 2026-09-12","summary":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难” 新浪科技讯…","badges":["quality:high"],"links":{"read":"/item/80598","original":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","diagnose":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4"},"quality_warning":null},"export":{"title":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”|论坛|人工智能|新东方|企业家|崇礼_手机新浪网 - 新浪财经","url":"https://finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html?vt=4","summary":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯…","source":"新浪财经","date":"2026-09-12T03:42:48+00:00","content":"俞敏洪谈让传统企业自己搞AI创新：“比拎着头发离开地球还难”\n新浪科技讯 11月12日上午消息，在“2026崇礼论坛”上，新东方创始人俞敏洪谈及人工智能创业的三个维度。\n他谈到，第一个板块是叫人工智能大创业或者原创业。“不管是你做人工智能大模型，还是做GPU，还是做芯片，我一直把它归类为人工智能大创业，因为需要大投入，需要长久的研发，当然一旦成功以后，也是非常的了不起的。”\n第二个板块，则是利用现有的人工智能的技术和研发的成果来进行创业。“其实，我们在座不少的青年创业者，实际上是通过人工智能和行业的结合，在其中解决某一个问题。这问题如果你解决了，也能够给使用者带来足够方便。”\n第三个，是帮助中国的传统企业去解决人工智能问题。他谈到，“新东方现在致力于将人工智能和教育结合，但也意识到了一个问题，这个结合的突破点不会在新东方内部出现，而是需要从第三方的眼光去看，才能产生新的共识，所以新东方团队现在也有委托外部团队来帮助解决在教育领域需要解决的问题。”\n俞敏洪进一步谈到，我身边几百个传统企业家全有这样的问题，让他们在传统环境生出人工智能的极致创新，这个难度我觉得甚至大于“拎着自己的头发离开地球”。所以，这也给年轻的创业者们一个更好的为企业服务的场景。","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//finance.sina.cn/tech/2026-09-12/detail-inirputk6703961.d.html%3Fvt%3D4","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 530 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 530 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":530,"summary_length":37,"usable_text_length":530,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":530,"summary_length":37}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}