{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-28T06:20:51.496Z","headline":"中国工程院外籍院士赫尔佐格：AI 下一个突破口是小型智能体协作","description":"德国国家工程科学院院士、中国工程院外籍院士赫尔佐格表示，人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作。他强调，这种架构适配性极强，可随时移除或新增智能体，落地实操效果远胜于单一大系统。","url":"https://www.aioga.com/news/cms1z5ovc00nqro9fg90eehn6/","mainEntityOfPage":"https://www.aioga.com/news/cms1z5ovc00nqro9fg90eehn6/","datePublished":"2026-07-26T15:25:30.000Z","dateModified":"2026-07-26T15:25:30.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.ithome.com/0/981/813.htm","https://aihot.virxact.com/items/cms1z5ovc00nqro9fg90eehn6"],"canonicalUrl":"https://www.aioga.com/news/cms1z5ovc00nqro9fg90eehn6/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：德国国家工程科学院院士、中国工程院外籍院士赫尔佐格表示，人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cms1z5ovc00nqro9fg90eehn6/","dateCreated":"2026-07-26T15:25:30.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"IT之家 source article","url":"https://www.ithome.com/0/981/813.htm","datePublished":"2026-07-26T15:25:30.000Z","provider":{"@type":"Organization","name":"IT之家","url":"https://www.ithome.com/0/981/813.htm"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cms1z5ovc00nqro9fg90eehn6","datePublished":"2026-07-26T15:25:30.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cms1z5ovc00nqro9fg90eehn6"}}],"aggregationSource":"IT之家（RSS）","originalPublisher":{"name":"IT之家","url":"https://www.ithome.com/0/981/813.htm"},"article":{"id":"cms1z5ovc00nqro9fg90eehn6","slug":"cms1z5ovc00nqro9fg90eehn6","url":"https://www.aioga.com/news/cms1z5ovc00nqro9fg90eehn6/","title":"中国工程院外籍院士赫尔佐格：AI 下一个突破口是小型智能体协作","title_en":"","summary":"德国国家工程科学院院士、中国工程院外籍院士赫尔佐格表示，人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作。他强调，这种架构适配性极强，可随时移除或新增智能体，落地实操效果远胜于单一大系统。","source":"IT之家（RSS）","sourceUrl":"https://www.ithome.com/0/981/813.htm","aiHotUrl":"https://aihot.virxact.com/items/cms1z5ovc00nqro9fg90eehn6","publishedAt":"2026-07-26T15:25:30.000Z","category":"技巧观点","score":39,"selected":false,"articleBody":["IT之家：https://www.ithome.com/ 7 月 26 日消息，据央视新闻今日报道，德国国家工程科学院院士、中国工程院外籍院士赫尔佐格荣获 2025 年度中华人民共和国国际科学技术合作奖。近日，赫尔佐格接受总台《高端访谈》栏目专访时谈到人工智能发展，他表示， 人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作 。","：https://weibo.com/tv/show/1034:5325020319121699?mid=5325022325113590","总台记者何岩柯：随着智能体越来越普及，各界对此讨论热烈。您认为人工智能领域下一次重大突破，会诞生于性能极强的单一大模型，还是由多个智能体协同组成的系统？","德国国家工程科学院院士、中国工程院外籍院士赫尔佐格：我一直主张发展小型智能体。未来的发展方向绝非单一大型系统，而是众多小型的专业化智能体协同运作。人类之间通过沟通、协作甚至适度竞争，共同创造成果，这是我们早已习惯的模式。智能体也可以复刻这套运行逻辑。这种架构的优势十分突出，适配性极强。我们可以随时移除、新增智能体，落地实操效果远胜于单一大系统。","总台记者何岩柯：您是否思考过这样一个问题：人工智能的终极目标是什么？我们应当研发具备人类思维能力的机器，还是创造一种全新的智能形态，用来拓展或是补足人类自身的能力边界？","德国国家工程科学院院士、中国工程院外籍院士赫尔佐格：互联网其实已经在补足人类的能力。互联网汇集了全球各类知识， 人工智能还能进一步降低人们获取知识的门槛 。这会是未来发展目标之一，大语言模型已经初步实现了这一构想，但想要完全落地，还需要大量实践与科研工作。","IT之家注意到，2026 年 7 月 8 日，中国国家科学技术奖励大会在人民大会堂举行，德国科学家赫尔佐格荣获 2025 年度中国国际科学技术合作奖， 这是中国授予外国科学家的最高科学荣誉 。","据介绍，赫尔佐格是德国的人工智能专家。1985 年，他创立了首个德国人工智能研发中心， 领导了德国第一支人工智能团队 。1993 年开始，他在德国不来梅大学担任人工智能教授，其间创立欧洲首个将人工智能技术和 4G、可穿戴计算等先进通信技术结合并开发创新应用的科研机构。","2014 年，赫尔佐格受邀来到中国 ，投身于中国人工智能与城市规划交叉学科的创新建设。自 2015 年起，他担任长三角城市群智能规划协同创新中心首席科学家，为智能规划理论体系建设和中德交流合作作出了卓越贡献。"],"articleImages":[{"sourceUrl":"https://img.ithome.com/newsuploadfiles/2026/7/9b9620cb-35d5-44f3-b554-b12bdf269933.png?x-bce-process=image/format,f_auto","alt":"","afterParagraph":0,"url":"/media/articles/cms1z5ovc00nqro9fg90eehn6/21322af589e210d3.png"},{"sourceUrl":"https://img.ithome.com/newsuploadfiles/2026/7/ac544e3f-5bc1-488c-a0c4-ea4489115b4e.jpg","alt":"","afterParagraph":0,"url":"/media/articles/cms1z5ovc00nqro9fg90eehn6/152cc92969cf5aee.jpg"}],"mediaStatus":"ok","articleBodyZh":[],"translationStatus":"","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：德国国家工程科学院院士、中国工程院外籍院士赫尔佐格表示，人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：产品与工具类动态的价值取决于它是否解决明确场景、能否进入工作流，以及交付、价格和数据安全是否可接受。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察产品是否开放使用、用户反馈、定价、集成能力和后续版本更新。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-28T06:29:10.486Z","sourceHash":"27c87943db2fd82d","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["技巧观点","IT之家（RSS）"],"translations":{"zh-CN":{"title":"中国工程院外籍院士赫尔佐格：AI 下一个突破口是小型智能体协作","summary":"德国国家工程科学院院士、中国工程院外籍院士赫尔佐格表示，人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作。他强调，这种架构适配性极强，可随时移除或新增智能体，落地实操效果远胜于单一大系统。","category":"技巧观点","source":"IT之家","aggregationSource":"IT之家（RSS）","pageTitle":"中国工程院外籍院士赫尔佐格：AI 下一个突破口是小型智能体协作 - Aioga AI资讯","description":"德国国家工程科学院院士、中国工程院外籍院士赫尔佐格表示，人工智能领域下一次重大突破绝非单一大型系统，而是众多小型的专业化智能体协同运作。他强调，这种架构适配性极强，可随时移除或新增智能体，落地实操效果远胜于单一大系统。","url":"https://www.aioga.com/news/cms1z5ovc00nqro9fg90eehn6/"},"en":{"title":"Foreign Academician of the Chinese Academy of Engineering Herzog: The next breakthrough in AI is the collaboration of small intelligent agents","summary":"Herzog, a member of the German National Academy of Engineering and a foreign member of the Chinese Academy of Engineering, stated that the next major breakthrough in the field of artificial intelligence will by no means be a single large system, but rather the collaborative operation of numerous small specialized intelligences. He emphasized that this architecture has extremely strong adaptability, allowing agents to be removed or added at any time, and its practical implementation is far superior to a single large system.","category":"Insights","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Foreign Academician of the Chinese Academy of Engineering Herzog: The next breakthrough in AI is the collaboration of small intelligent agents - Aioga AI News","description":"Herzog, a member of the German National Academy of Engineering and a foreign member of the Chinese Academy of Engineering, stated that the next major breakthrough in the field of a...","url":"https://www.aioga.com/en/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:42:31.388Z"},"ja":{"title":"中国工程院外国人院士ヘルツォーク：AIの次の突破口は小型インテリジェントエージェントの協力","summary":"ドイツ国家工学アカデミーの院士であり、中国工程院の外国籍院士でもあるヘルツォークは、人工知能分野での次の大きな突破は単一の大規模システムではなく、多くの小型の専門化された知能体が協調して機能することであると述べた。彼は、このようなアーキテクチャは適応性が非常に高く、知能体を随時追加または削除できるため、実際の運用効果は単一の大規模システムよりもはるかに優れていると強調した。","category":"ヒントと視点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"中国工程院外国人院士ヘルツォーク：AIの次の突破口は小型インテリジェントエージェントの協力 - Aioga AIニュース","description":"ドイツ国家工学アカデミーの院士であり、中国工程院の外国籍院士でもあるヘルツォークは、人工知能分野での次の大きな突破は単一の大規模システムではなく、多くの小型の専門化された知能体が協調して機能することであると述べた。彼は、このようなアーキテクチャは適応性が非常に高く、知能体を随時追加または削除できるため、実際の運用効果は単一の大規模システムよりもはるかに優れて...","url":"https://www.aioga.com/ja/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:42:42.578Z"},"ko":{"title":"중국공정원 외국인 원사 헤르초그: AI의 다음 돌파구는 소형 지능체 협력","summary":"독일 국립공정과학원 원사이자 중국공정원 외국인원사인 헤르초크는 인공지능 분야의 다음 큰 돌파구는 단일 대규모 시스템이 아니라 다수의 소규모 전문화된 인공지능체들의 협력적 운영일 것이라고 밝혔습니다. 그는 이러한 구조가 적응성이 매우 강해 언제든지 인공지능체를 제거하거나 추가할 수 있으며, 실제 운영 효과는 단일 대규모 시스템보다 훨씬 뛰어나다고 강조했습니다.","category":"인사이트","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"중국공정원 외국인 원사 헤르초그: AI의 다음 돌파구는 소형 지능체 협력 - Aioga AI 뉴스","description":"독일 국립공정과학원 원사이자 중국공정원 외국인원사인 헤르초크는 인공지능 분야의 다음 큰 돌파구는 단일 대규모 시스템이 아니라 다수의 소규모 전문화된 인공지능체들의 협력적 운영일 것이라고 밝혔습니다. 그는 이러한 구조가 적응성이 매우 강해 언제든지 인공지능체를 제거하거나 추가할 수 있으며, 실제 운영 효과는 단일 대규모 시...","url":"https://www.aioga.com/ko/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:43:23.257Z"},"es":{"title":"Académico extranjero de la Academia China de Ingeniería, Herzog: el próximo avance de la IA será la colaboración de pequeños agentes inteligentes","summary":"El académico de la Academia Nacional de Ingeniería de Alemania y miembro extranjero de la Academia China de Ingeniería, Herzog, declaró que el próximo gran avance en el campo de la inteligencia artificial no será un único sistema grande, sino la cooperación de numerosos agentes inteligentes pequeños y especializados. Enfatizó que esta arquitectura tiene una gran adaptabilidad, se pueden eliminar o añadir agentes en cualquier momento, y que su efectividad práctica es mucho mayor que la de un solo sistema grande.","category":"Ideas","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Académico extranjero de la Academia China de Ingeniería, Herzog: el próximo avance de la IA será la colaboración de pequeños agentes inteligentes - Aioga Noticias de IA","description":"El académico de la Academia Nacional de Ingeniería de Alemania y miembro extranjero de la Academia China de Ingeniería, Herzog, declaró que el próximo gran avance en el campo de la...","url":"https://www.aioga.com/es/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:43:24.474Z"},"fr":{"title":"L'académicien étranger de l'Académie chinoise d'ingénierie Herzog : la prochaine percée de l'IA réside dans la collaboration des petits agents intelligents","summary":"Le membre de l'Académie nationale d'ingénierie d'Allemagne et membre étranger de l'Académie chinoise d'ingénierie, Herzog, a déclaré que la prochaine grande percée dans le domaine de l'intelligence artificielle ne serait en aucun cas un système unique et massif, mais plutôt de nombreux petits agents spécialisés travaillant en coopération. Il a souligné que cette architecture est extrêmement adaptable, permettant de retirer ou d'ajouter des agents à tout moment, et que son efficacité opérationnelle sur le terrain dépasse de loin celle d'un système unique et massif.","category":"Analyses","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"L'académicien étranger de l'Académie chinoise d'ingénierie Herzog : la prochaine percée de l'IA réside dans la collaboration des petits agents intelligents - Aioga Actualités IA","description":"Le membre de l'Académie nationale d'ingénierie d'Allemagne et membre étranger de l'Académie chinoise d'ingénierie, Herzog, a déclaré que la prochaine grande percée dans le domaine...","url":"https://www.aioga.com/fr/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:44:09.292Z"},"de":{"title":"Ausländisches Mitglied der Chinesischen Akademie für Ingenieurwesen Herzog: Der nächste Durchbruch der KI liegt in der Zusammenarbeit kleiner intelligenter Agenten","summary":"Der Akademiemitglied der Nationalen Akademie für Ingenieurwesen Deutschlands und ausländische Akademiemitglied der Chinesischen Akademie für Ingenieurwesen Herzog erklärte, dass der nächste große Durchbruch im Bereich der künstlichen Intelligenz keinesfalls ein einzelnes großes System sein werde, sondern dass zahlreiche kleine spezialisierte Agenten zusammenarbeiten würden. Er betonte, dass diese Architektur eine sehr hohe Anpassungsfähigkeit besitzt und Agenten jederzeit entfernt oder hinzugefügt werden können, und dass die praktische Umsetzung weit überlegen sei im Vergleich zu einem einzigen großen System.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Ausländisches Mitglied der Chinesischen Akademie für Ingenieurwesen Herzog: Der nächste Durchbruch der KI liegt in der Zusammenarbeit kleiner intelligenter Agenten - Aioga KI-News","description":"Der Akademiemitglied der Nationalen Akademie für Ingenieurwesen Deutschlands und ausländische Akademiemitglied der Chinesischen Akademie für Ingenieurwesen Herzog erklärte, dass de...","url":"https://www.aioga.com/de/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:44:05.918Z"},"pt-BR":{"title":"Acadêmico estrangeiro da Academia Chinesa de Engenharia, Herzog: O próximo avanço da IA será a colaboração de pequenos agentes inteligentes","summary":"O acadêmico da Academia Nacional de Engenharia da Alemanha e acadêmico estrangeiro da Academia Chinesa de Engenharia, Herzog, afirmou que a próxima grande conquista no campo da inteligência artificial não será um único sistema grande, mas sim a operação colaborativa de muitos agentes inteligentes pequenos e especializados. Ele enfatizou que essa arquitetura é extremamente adaptável, permitindo remover ou adicionar agentes a qualquer momento, e que os resultados práticos superam em muito os de um único sistema grande.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Acadêmico estrangeiro da Academia Chinesa de Engenharia, Herzog: O próximo avanço da IA será a colaboração de pequenos agentes inteligentes - Aioga Notícias de IA","description":"O acadêmico da Academia Nacional de Engenharia da Alemanha e acadêmico estrangeiro da Academia Chinesa de Engenharia, Herzog, afirmou que a próxima grande conquista no campo da int...","url":"https://www.aioga.com/pt-BR/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:44:47.664Z"},"ru":{"title":"Иностранный член Китайской академии инженерных наук Херцог: следующим прорывом в ИИ станет сотрудничество малых интеллектуальных агентов","summary":"Член Германской академии инженерных наук и иностранный член Китайской инженерной академии Херцог заявил, что следующим значительным прорывом в области искусственного интеллекта станет не единая крупная система, а совместная работа множества небольших специализированных интеллектуальных агентов. Он подчеркнул, что эта архитектура обладает чрезвычайно высокой адаптивностью, позволяя в любое время удалять или добавлять агентов, и в практическом применении её эффект значительно превышает эффект от одной большой системы.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Иностранный член Китайской академии инженерных наук Херцог: следующим прорывом в ИИ станет сотрудничество малых интеллектуальных агентов - Aioga Новости ИИ","description":"Член Германской академии инженерных наук и иностранный член Китайской инженерной академии Херцог заявил, что следующим значительным прорывом в области искусственного интеллекта ста...","url":"https://www.aioga.com/ru/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:44:52.730Z"},"ar":{"title":"عضو أجنبي في الأكاديمية الصينية للهندسة هيرتسوغ: النقلة التالية للذكاء الاصطناعي ستكون في التعاون بين الوكلاء الأذكياء الصغار","summary":"أوضح هرتسوغ، عضو الأكاديمية الوطنية للهندسة في ألمانيا وعضو أجنبي في الأكاديمية الصينية للهندسة، أن الاختراق الكبير التالي في مجال الذكاء الاصطناعي لن يكون نظامًا واحدًا ضخمًا، بل سيكون تعاون العديد من الوكلاء الصغار المتخصصين. وأكد أن هذا الهيكل يتميز بمرونة كبيرة، إذ يمكن إزالة أو إضافة الوكلاء في أي وقت، وأن تأثيره العملي على أرض الواقع أفضل بكثير من النظام الكبير الواحد.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"عضو أجنبي في الأكاديمية الصينية للهندسة هيرتسوغ: النقلة التالية للذكاء الاصطناعي ستكون في التعاون بين الوكلاء الأذكياء الصغار - Aioga أخبار الذكاء الاصطناعي","description":"أوضح هرتسوغ، عضو الأكاديمية الوطنية للهندسة في ألمانيا وعضو أجنبي في الأكاديمية الصينية للهندسة، أن الاختراق الكبير التالي في مجال الذكاء الاصطناعي لن يكون نظامًا واحدًا ضخمًا، بل...","url":"https://www.aioga.com/ar/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:45:35.751Z"},"hi":{"title":"चीन की इंजीनियरिंग अकादमी के विदेशी सदस्य हेरजो़ग: एआई का अगला突破 छोटे स्मार्ट एजेंटों का सहयोग है","summary":"जर्मनी के राष्ट्रीय इंजीनियरिंग अकादमी के सदस्य और चीनी इंजीनियरिंग अकादमी के विदेशी सदस्य हेरज़ोग ने कहा कि कृत्रिम बुद्धिमत्ता के क्षेत्र में अगला बड़ा突破 कभी भी एकल बड़े सिस्टम से नहीं होगा, बल्कि कई छोटे, विशेषज्ञीकृत बुद्धिमानों के सहयोग से कार्य करने से होगा। उन्होंने जोर देकर कहा कि यह संरचना अत्यंत अनुकूलनशील है, और इसे किसी भी समय बुद्धिमानों को हटाने या जोड़ने के लिए समायोजित किया जा सकता है, और इसका व्यावहारिक प्रभाव एक बड़े एकल सिस्टम से कहीं बेहतर होता है।","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"चीन की इंजीनियरिंग अकादमी के विदेशी सदस्य हेरजो़ग: एआई का अगला突破 छोटे स्मार्ट एजेंटों का सहयोग है - Aioga AI समाचार","description":"जर्मनी के राष्ट्रीय इंजीनियरिंग अकादमी के सदस्य और चीनी इंजीनियरिंग अकादमी के विदेशी सदस्य हेरज़ोग ने कहा कि कृत्रिम बुद्धिमत्ता के क्षेत्र में अगला बड़ा突破 कभी भी एकल बड़े सिस्टम स...","url":"https://www.aioga.com/hi/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:45:37.430Z"},"it":{"title":"Accademico straniero dell'Accademia Cinese delle Ingegnerie Herzog: il prossimo punto di svolta dell'AI è la collaborazione tra piccoli agenti intelligenti","summary":"L'accademico dell'Accademia Nazionale delle Ingegnerie della Germania e accademico straniero dell'Accademia Cinese di Ingegneria Herzog ha affermato che il prossimo grande progresso nel campo dell'intelligenza artificiale non sarà un singolo grande sistema, ma la cooperazione tra numerosi piccoli agenti intelligenti specializzati. Ha sottolineato che questa architettura è estremamente adattabile, consentendo di rimuovere o aggiungere agenti in qualsiasi momento, e che l'efficacia pratica supera di gran lunga quella di un singolo grande sistema.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Accademico straniero dell'Accademia Cinese delle Ingegnerie Herzog: il prossimo punto di svolta dell'AI è la collaborazione tra piccoli agenti intelligenti - Aioga Notizie IA","description":"L'accademico dell'Accademia Nazionale delle Ingegnerie della Germania e accademico straniero dell'Accademia Cinese di Ingegneria Herzog ha affermato che il prossimo grande progress...","url":"https://www.aioga.com/it/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:46:19.891Z"},"nl":{"title":"Lid van de Chinese Academie van Ingenieurs buitenlands lid Herzog: de volgende doorbraak in AI is samenwerking tussen kleine intelligente agenten","summary":"Lid van de National Academy of Engineering van Duitsland en buitenlands lid van de Chinese Academie van Ingenieurs, Herzog, verklaarde dat de volgende grote doorbraak op het gebied van kunstmatige intelligentie geenszins een enkel groot systeem zal zijn, maar het samenwerkingswerk van vele kleine, gespecialiseerde intelligente agents. Hij benadrukte dat deze architectuur zeer aanpasbaar is, waarbij intelligente agents op elk moment kunnen worden verwijderd of toegevoegd, en dat de praktische uitvoering hiervan veruit superieur is aan een enkel groot systeem.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Lid van de Chinese Academie van Ingenieurs buitenlands lid Herzog: de volgende doorbraak in AI is samenwerking tussen kleine intelligente agenten - Aioga AI-nieuws","description":"Lid van de National Academy of Engineering van Duitsland en buitenlands lid van de Chinese Academie van Ingenieurs, Herzog, verklaarde dat de volgende grote doorbraak op het gebied...","url":"https://www.aioga.com/nl/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:46:24.222Z"},"tr":{"title":"Çin Mühendislik Akademisi Yabancı Üyesi Herzog: AI'nın bir sonraki atılım noktası küçük zeki ajanların iş birliği olacak","summary":"Almanya Ulusal Mühendislik Akademisi üyesi ve Çin Mühendislik Akademisi yabancı üyesi Herzog, yapay zeka alanındaki bir sonraki büyük atılımın asla tek bir büyük sistem olmayacağını, bunun yerine birçok küçük uzmanlaşmış zekanın birlikte çalışmasıyla gerçekleşeceğini belirtti. Bu tür bir mimarinin uyarlanabilirliğinin son derece yüksek olduğunu, zekaları her zaman ekleyip çıkarabileceğini ve uygulamadaki sonucunun tek bir büyük sistemden çok daha iyi olduğunu vurguladı.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Çin Mühendislik Akademisi Yabancı Üyesi Herzog: AI'nın bir sonraki atılım noktası küçük zeki ajanların iş birliği olacak - Aioga AI Haberleri","description":"Almanya Ulusal Mühendislik Akademisi üyesi ve Çin Mühendislik Akademisi yabancı üyesi Herzog, yapay zeka alanındaki bir sonraki büyük atılımın asla tek bir büyük sistem olmayacağın...","url":"https://www.aioga.com/tr/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:47:01.497Z"},"vi":{"title":"Học sĩ người nước ngoài của Viện Kỹ thuật Trung Quốc Herzog: Bước đột phá tiếp theo của AI là hợp tác giữa các tác nhân thông minh nhỏ","summary":"Học giả viên viện Kỹ thuật Quốc gia Đức, viện sĩ nước ngoài của Học viện Kỹ thuật Trung Quốc Herzog cho biết, bước đột phá lớn tiếp theo trong lĩnh vực trí tuệ nhân tạo tuyệt đối không phải là một hệ thống lớn đơn lẻ, mà là nhiều tác nhân thông minh chuyên môn nhỏ hợp tác cùng nhau. Ông nhấn mạnh, cấu trúc này có khả năng thích ứng cực cao, có thể loại bỏ hoặc thêm mới các tác nhân bất cứ lúc nào, hiệu quả thực tiễn vượt xa so với một hệ thống lớn đơn lẻ.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Học sĩ người nước ngoài của Viện Kỹ thuật Trung Quốc Herzog: Bước đột phá tiếp theo của AI là hợp tác giữa các tác nhân thông minh nhỏ - Tin tức AI Aioga","description":"Học giả viên viện Kỹ thuật Quốc gia Đức, viện sĩ nước ngoài của Học viện Kỹ thuật Trung Quốc Herzog cho biết, bước đột phá lớn tiếp theo trong lĩnh vực trí tuệ nhân tạo tuyệt đối k...","url":"https://www.aioga.com/vi/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:47:06.287Z"},"id":{"title":"Anggota asing Akademi Teknik Tiongkok Herzog: Terobosan berikutnya dalam AI adalah kolaborasi agen cerdas kecil","summary":"Anggota Akademi Nasional Teknik Jerman dan anggota asing Akademi Teknik China, Herzog, menyatakan bahwa terobosan besar berikutnya di bidang kecerdasan buatan sama sekali bukan sistem besar tunggal, melainkan kolaborasi banyak agen cerdas kecil yang spesialis. Ia menekankan bahwa arsitektur ini sangat adaptif, dapat menghapus atau menambahkan agen kapan saja, dan efektivitas operasional praktisnya jauh lebih baik daripada sistem besar tunggal.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Anggota asing Akademi Teknik Tiongkok Herzog: Terobosan berikutnya dalam AI adalah kolaborasi agen cerdas kecil - Berita AI Aioga","description":"Anggota Akademi Nasional Teknik Jerman dan anggota asing Akademi Teknik China, Herzog, menyatakan bahwa terobosan besar berikutnya di bidang kecerdasan buatan sama sekali bukan sis...","url":"https://www.aioga.com/id/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:47:42.409Z"},"th":{"title":"สมาชิกต่างชาติของสถาบันวิศวกรรมจีน เฮอร์โซก: จุดก้าวหน้าครั้งต่อไปของ AI คือความร่วมมือของตัวแทนอัจฉริยะขนาดเล็ก","summary":"สมาชิกสถาบันวิศวกรรมแห่งชาติเยอรมนี และสมาชิกต่างชาติของสถาบันวิศวกรรมจีน เฮอร์โซกกล่าวว่า ความก้าวหน้าครั้งใหญ่ครั้งต่อไปในด้านปัญญาประดิษฐ์จะไม่ใช่ระบบขนาดใหญ่เพียงตัวเดียว แต่เป็นการทำงานร่วมกันของเอเจนต์อัจฉริยะขนาดเล็กจำนวนมากที่มีความเชี่ยวชาญเฉพาะด้าน เขาเน้นว่าสถาปัตยกรรมนี้มีความยืดหยุ่นสูง สามารถลบหรือเพิ่มเอเจนต์ได้ตลอดเวลา และผลลัพธ์การปฏิบัติจริงดีกว่าระบบใหญ่เพียงตัวเดียวอย่างมาก","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"สมาชิกต่างชาติของสถาบันวิศวกรรมจีน เฮอร์โซก: จุดก้าวหน้าครั้งต่อไปของ AI คือความร่วมมือของตัวแทนอัจฉริยะขนาดเล็ก - ข่าว AI Aioga","description":"สมาชิกสถาบันวิศวกรรมแห่งชาติเยอรมนี และสมาชิกต่างชาติของสถาบันวิศวกรรมจีน เฮอร์โซกกล่าวว่า ความก้าวหน้าครั้งใหญ่ครั้งต่อไปในด้านปัญญาประดิษฐ์จะไม่ใช่ระบบขนาดใหญ่เพียงตัวเดียว แต่เป...","url":"https://www.aioga.com/th/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:47:56.990Z"},"pl":{"title":"Członek zagraniczny Chińskiej Akademii Inżynierii Herzog: Następnym przełomem w AI będzie współpraca małych inteligentnych agentów","summary":"Członek Narodowej Akademii Inżynierii Niemiec oraz zagraniczny członek Chińskiej Akademii Inżynierii, Herzog, stwierdził, że następny znaczący przełom w dziedzinie sztucznej inteligencji nie będzie pojedynczym dużym systemem, lecz współpracą wielu małych, wyspecjalizowanych agentów inteligentnych. Podkreślił, że taka architektura jest niezwykle elastyczna, można w każdej chwili usuwać lub dodawać agentów, a efekty praktyczne przewyższają znacznie działanie pojedynczego dużego systemu.","category":"技巧观点","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Członek zagraniczny Chińskiej Akademii Inżynierii Herzog: Następnym przełomem w AI będzie współpraca małych inteligentnych agentów - Aioga Wiadomości AI","description":"Członek Narodowej Akademii Inżynierii Niemiec oraz zagraniczny członek Chińskiej Akademii Inżynierii, Herzog, stwierdził, że następny znaczący przełom w dziedzinie sztucznej inteli...","url":"https://www.aioga.com/pl/news/cms1z5ovc00nqro9fg90eehn6/","contentTranslated":true,"sourceHash":"788030c2023277ce","translatedAt":"2026-07-27T23:48:40.330Z"}}}}