{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-08-11T09:21:12.743Z","headline":"探索环线（Discovery Loop）成立：Jeff Dean 等四位谷歌元老创办 AI 自动化科研公司","description":"由 Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 四位谷歌资深研究员创立的 Discovery Loop 宣布成立，旨在利用前沿 AI 模型和大规模计算基础设施自动化科学实验循环，并行执行数千个实验以加速科研与工程发现。公司初期聚焦自动化机器学习研究与工程，并计划最终挑战美国国家工程院（NAE）重大挑战，如药物研发、清洁水获取和网络安全等领域。","url":"https://www.aioga.com/news/cmsgdg2sb0252ro5quknjy229/","mainEntityOfPage":"https://www.aioga.com/news/cmsgdg2sb0252ro5quknjy229/","datePublished":"2026-08-05T17:27:38.251Z","dateModified":"2026-08-05T17:27:38.251Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.discoveryloop.com/","https://aihot.virxact.com/items/cmsgdg2sb0252ro5quknjy229"],"canonicalUrl":"https://www.aioga.com/news/cmsgdg2sb0252ro5quknjy229/","directAnswer":{"@type":"Answer","text":"Discovery Loop 宣布成立，由 Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 创立，目标是借助前沿 AI 模型与大规模计算基础设施，自动化科学和工程中的实验循环。","url":"https://www.aioga.com/news/cmsgdg2sb0252ro5quknjy229/","dateCreated":"2026-08-05T17:27:38.251Z","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":"discoveryloop.com source article","url":"https://www.discoveryloop.com/","datePublished":"2026-08-05T17:27:38.251Z","provider":{"@type":"Organization","name":"discoveryloop.com","url":"https://www.discoveryloop.com/"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmsgdg2sb0252ro5quknjy229","datePublished":"2026-08-05T17:27:38.251Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmsgdg2sb0252ro5quknjy229"}}],"aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","originalPublisher":{"name":"discoveryloop.com","url":"https://www.discoveryloop.com/"},"geoDeepAnswer":null,"article":{"id":"cmsgdg2sb0252ro5quknjy229","slug":"cmsgdg2sb0252ro5quknjy229","url":"https://www.aioga.com/news/cmsgdg2sb0252ro5quknjy229/","title":"探索环线（Discovery Loop）成立：Jeff Dean 等四位谷歌元老创办 AI 自动化科研公司","title_en":"探索环线","summary":"由 Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 四位谷歌资深研究员创立的 Discovery Loop 宣布成立，旨在利用前沿 AI 模型和大规模计算基础设施自动化科学实验循环，并行执行数千个实验以加速科研与工程发现。公司初期聚焦自动化机器学习研究与工程，并计划最终挑战美国国家工程院（NAE）重大挑战，如药物研发、清洁水获取和网络安全等领域。","source":"Hacker News 热门（buzzing.cc 中文翻译）","sourceUrl":"https://www.discoveryloop.com/","aiHotUrl":"https://aihot.virxact.com/items/cmsgdg2sb0252ro5quknjy229","publishedAt":"2026-08-05T17:27:38.251Z","category":"行业动态","score":55,"selected":false,"articleBody":["Automating discovery to accelerate science and engineering for the world.","The scientific method is one of the greatest tools humanity has ever devised, yet execution entails repetitive experimental loops that are hard to scale with today's manual efforts: you propose an experiment, implement and run it, examine the results, then iterate to refine your approach.","Historically, scientific progress has relied on these sequential human iterations. In many domains, this process remains incredibly slow and labor-intensive.","At Discovery Loop, we are building systems to automate these entire experimental loops. By utilizing frontier AI models and large-scale computational infrastructure, our systems will be able to rapidly propose, run, and learn from evaluations.","This approach allows for the parallel execution of thousands of experiments, drastically compressing iteration time and driving up the quantity and quality of scientific and engineering output.","We will initially focus on automating the process of machine learning research and engineering.","We will use these automated ML capabilities to rapidly optimize our own technology stack before expanding to other domains.","We believe our approach will be able to solve any learning loop with measurable outcomes within the domains of science and engineering. Ultimately, we are building systems capable of taking on National Academy of Engineering (NAE) Grand Challenges—such as engineering better medicines, advancing health informatics, making solar energy economical, providing access to clean water, securing cyberspace, and engineering the tools of scientific discovery.","Our mission is straightforward: we are building AI solutions that can automatically solve important problems in machine learning, science, and engineering. By advancing the pace at which we conduct engineering and scientific discovery, we can bring the benefits of science and technology to the world much faster. Ultimately, our goal is to build AI systems that act as a deeply positive, empowering force for humanity, delivering technology solutions that improve people's lives on a global scale.","Our founding team — Jeff Dean, Sanjay Ghemawat, Quoc Le, and Oriol Vinyals — has a shared history of deep friendship and decades of close and impactful collaboration.","Collectively, we represent three of the most-cited researchers in artificial intelligence and two of the most-cited researchers in distributed systems.","Between us, we have pioneered massive scale computing and led the creation of critical infrastructure, products, and foundational AI advances that the world relies on, including multiple generations of Google Search, Google Ads, Google News, Google Translate, Google File System, MapReduce, BigTable, Spanner, TensorFlow, Pathways, TPUs, AlphaChip, AlphaStar, AlphaCode, AlphaFold, Gemini, model distillation, mixture-of-experts model architectures, word2vec, sequence-to-sequence models, chain of thought reasoning, neural architecture search, and multiple generations of Large Language Models (LLMs) among others.","Our relative advantage isn't just our technical ability; it is the unprecedented scale of the systems we have previously built. We possess true full-stack depth that spans chips, hardware infrastructure, software infrastructure, ML models, and products.","Imagine a future where a handful of people can conduct scientific research and engineering tasks much more rapidly, and with higher quality, than massive teams of scientists and engineers do today. By automating the loops of discovery, the world will be able to make much more rapid advances across countless fields of science.","We are building a lean, in-person team to execute this transformative vision."],"articleImages":[{"sourceUrl":"https://www.discoveryloop.com/assets/infinity.png","alt":"Discovery Loop infinity","afterParagraph":0,"url":"/media/articles/cmsgdg2sb0252ro5quknjy229/a9a22bbc21df28c1.png"},{"sourceUrl":"https://www.discoveryloop.com/assets/team-web.jpg","alt":"The founding team of Discovery Loop","afterParagraph":9,"url":"/media/articles/cmsgdg2sb0252ro5quknjy229/8cd5221f740ad77f.jpg"}],"mediaStatus":"ok","articleBodyZh":["自动化发现，加速全球科学与工程的发展。","科学方法是人类曾经发明的最伟大的工具之一，但其执行涉及重复的实验循环，而以今天的手工方式很难实现规模化：你提出一个实验、实施并运行它、检查结果，然后迭代以改进你的方法。","从历史上看，科学进步依赖于这些连续的人类迭代。在许多领域，这一过程仍然极其缓慢且劳动密集。","在Discovery Loop，我们正在构建系统来自动化整个实验循环。通过利用前沿的人工智能模型和大规模计算基础设施，我们的系统将能够快速提出、运行并从评估中学习。","这种方法允许成千上万的实验并行执行，大大压缩迭代时间，并提高科学和工程产出的数量和质量。","我们将首先专注于自动化机器学习研究和工程的过程。","我们将使用这些自动化的机器学习能力快速优化我们自己的技术堆栈，然后再扩展到其他领域。","我们相信，我们的方法能够在科学和工程领域解决任何有可衡量结果的学习循环。最终，我们正在构建能够应对国家工程院（NAE）重大挑战的系统——例如设计更好的药物、推进健康信息学、使太阳能经济可行、提供洁净水源、保障网络安全以及开发科学发现的工具。","我们的使命很简单：我们正在构建能够自动解决机器学习、科学和工程中重要问题的人工智能解决方案。通过加快我们进行工程和科学发现的速度，我们可以更快地将科学和技术的益处带给世界。最终，我们的目标是构建人工智能系统，作为一种深远积极的、赋能人类的力量，提供能够在全球范围内改善人们生活的技术解决方案。","我们的创始团队——Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals——拥有深厚的友谊历史以及数十年的紧密且具有影响力的合作经验。","总体而言，我们代表了人工智能领域中三位被引用次数最多的研究人员，以及分布式系统领域中两位被引用次数最多的研究人员。","在我们之间，我们开创了大规模计算，并领导了关键基础设施、产品以及世界依赖的基础性人工智能进展的创造，包括多代 Google 搜索、Google 广告、Google 新闻、Google 翻译、Google 文件系统 (GFS)、MapReduce、BigTable、Spanner、TensorFlow、Pathways、TPU、AlphaChip、AlphaStar、AlphaCode、AlphaFold、Gemini、模型蒸馏、专家混合模型架构、word2vec、序列到序列模型、链式思维推理、神经结构搜索以及多代大型语言模型 (LLM) 等。","我们的相对优势不仅在于技术能力，更在于我们曾经构建过的系统前所未有的规模。我们拥有从芯片、硬件基础设施、软件基础设施、机器学习模型到产品的真正全栈深度。","想象一个未来，少数人就能比如今庞大的科学家和工程师团队更快速、更高质量地进行科学研究和工程任务。通过自动化发现循环，世界将在无数科学领域实现更快速的进步。","我们正在组建一个精干的现场团队，以执行这一变革性愿景。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Discovery Loop 宣布成立，由 Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 创立，目标是借助前沿 AI 模型与大规模计算基础设施，自动化科学和工程中的实验循环。","background":"其公开材料称，传统科研通常需要人工依次提出、实施、运行和复盘实验，过程缓慢且劳动密集。公司拟让系统快速提出、执行并从评估中学习，支持数千项实验并行开展。","viewpoint":"Aioga 判断，Discovery Loop 的核心主张不是单次生成研究答案，而是将提出实验、运行评估和迭代学习组成自动化闭环。该路线能否兑现，仍取决于后续可验证成果，现有材料主要是公司愿景。","implications":"公司将先聚焦机器学习研究与工程自动化，并用相关能力优化自身技术栈。若其方法有效，可能缩短可量化实验的迭代时间；向药物、清洁水和网络安全等领域扩展目前仍属于长期目标。","nextStep":"值得关注公司后续是否披露具体系统、实验基准、并行规模、结果质量及可复现证据，同时观察其自动化机器学习能力何时从内部技术优化扩展到其他科学与工程领域。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-08-05T20:46:07.407Z","sourceHash":"a98de9168e807b48","review":{"approved":true,"groundedness":97,"clarity":94,"duplicationRisk":18,"blockingIssues":[],"notes":["候选内容准确区分了公司已宣布的初期计划、长期目标与尚待验证的实际成效。","“若其方法有效”“可能”“仍属于长期目标”等限定语避免了将公司愿景表述为既成事实。","来源主要是 Discovery Loop 的公司自述，后续报道可补充独立验证材料，但不构成本次审核的阻断问题。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":0,"checks":["schema","length","source-attribution","low-source-overlap","no-html","independent-ai-review"]}},"tags":["行业动态","Hacker News 热门（buzzing.cc 中文翻译）"],"translations":{"zh-CN":{"title":"探索环线（Discovery Loop）成立：Jeff Dean 等四位谷歌元老创办 AI 自动化科研公司","summary":"由 Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 四位谷歌资深研究员创立的 Discovery Loop 宣布成立，旨在利用前沿 AI 模型和大规模计算基础设施自动化科学实验循环，并行执行数千个实验以加速科研与工程发现。公司初期聚焦自动化机器学习研究与工程，并计划最终挑战美国国家工程院（NAE）重大挑战，如药物研发、清洁水获取和网络安全等领域。","category":"行业动态","source":"discoveryloop.com","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"探索环线（Discovery Loop）成立：Jeff Dean 等四位谷歌元老创办 AI 自动化科研公司 - Aioga AI资讯","description":"由 Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals 四位谷歌资深研究员创立的 Discovery Loop 宣布成立，旨在利用前沿 AI 模型和大规模计算基础设施自动化科学实验循环，并行执行数千个实验以加速科研与工程发现。公司初期聚焦自动化机器学习研究与工程，并计划最终挑战美国国家工程院（NAE）重大挑战，...","url":"https://www.aioga.com/news/cmsgdg2sb0252ro5quknjy229/","articleBody":["自动化发现，加速全球科学与工程的发展。","科学方法是人类曾经发明的最伟大的工具之一，但其执行涉及重复的实验循环，而以今天的手工方式很难实现规模化：你提出一个实验、实施并运行它、检查结果，然后迭代以改进你的方法。","从历史上看，科学进步依赖于这些连续的人类迭代。在许多领域，这一过程仍然极其缓慢且劳动密集。","在Discovery Loop，我们正在构建系统来自动化整个实验循环。通过利用前沿的人工智能模型和大规模计算基础设施，我们的系统将能够快速提出、运行并从评估中学习。","这种方法允许成千上万的实验并行执行，大大压缩迭代时间，并提高科学和工程产出的数量和质量。","我们将首先专注于自动化机器学习研究和工程的过程。","我们将使用这些自动化的机器学习能力快速优化我们自己的技术堆栈，然后再扩展到其他领域。","我们相信，我们的方法能够在科学和工程领域解决任何有可衡量结果的学习循环。最终，我们正在构建能够应对国家工程院（NAE）重大挑战的系统——例如设计更好的药物、推进健康信息学、使太阳能经济可行、提供洁净水源、保障网络安全以及开发科学发现的工具。","我们的使命很简单：我们正在构建能够自动解决机器学习、科学和工程中重要问题的人工智能解决方案。通过加快我们进行工程和科学发现的速度，我们可以更快地将科学和技术的益处带给世界。最终，我们的目标是构建人工智能系统，作为一种深远积极的、赋能人类的力量，提供能够在全球范围内改善人们生活的技术解决方案。","我们的创始团队——Jeff Dean、Sanjay Ghemawat、Quoc Le 和 Oriol Vinyals——拥有深厚的友谊历史以及数十年的紧密且具有影响力的合作经验。","总体而言，我们代表了人工智能领域中三位被引用次数最多的研究人员，以及分布式系统领域中两位被引用次数最多的研究人员。","在我们之间，我们开创了大规模计算，并领导了关键基础设施、产品以及世界依赖的基础性人工智能进展的创造，包括多代 Google 搜索、Google 广告、Google 新闻、Google 翻译、Google 文件系统 (GFS)、MapReduce、BigTable、Spanner、TensorFlow、Pathways、TPU、AlphaChip、AlphaStar、AlphaCode、AlphaFold、Gemini、模型蒸馏、专家混合模型架构、word2vec、序列到序列模型、链式思维推理、神经结构搜索以及多代大型语言模型 (LLM) 等。","我们的相对优势不仅在于技术能力，更在于我们曾经构建过的系统前所未有的规模。我们拥有从芯片、硬件基础设施、软件基础设施、机器学习模型到产品的真正全栈深度。","想象一个未来，少数人就能比如今庞大的科学家和工程师团队更快速、更高质量地进行科学研究和工程任务。通过自动化发现循环，世界将在无数科学领域实现更快速的进步。","我们正在组建一个精干的现场团队，以执行这一变革性愿景。"]},"en":{"title":"Discovery Loop Established: Four Google Veterans Including Jeff Dean Found AI Automation Research Company","summary":"Discovery Loop, founded by four senior Google researchers Jeff Dean, Sanjay Ghemawat, Quoc Le, and Oriol Vinyals, has announced its establishment. It aims to use advanced AI models and large-scale computing infrastructure to automate the scientific experiment cycle, running thousands of experiments in parallel to accelerate research and engineering discoveries. In its early stages, the company focuses on automating machine learning research and engineering, and it ultimately plans to tackle major challenges identified by the U.S. National Academy of Engineering (NAE), such as drug development, access to clean water, and cybersecurity.","category":"Industry","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Discovery Loop Established: Four Google Veterans Including Jeff Dean Found AI Automation Research Company - Aioga AI News","description":"Discovery Loop, founded by four senior Google researchers Jeff Dean, Sanjay Ghemawat, Quoc Le, and Oriol Vinyals, has announced its establishment. It aims to use advanced AI models...","url":"https://www.aioga.com/en/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:04:03.898Z"},"ja":{"title":"ディスカバリーループ（Discovery Loop）設立：ジェフ・ディーンら谷歌の元老4人がAI自動化研究会社を設立","summary":"Jeff Dean、Sanjay Ghemawat、Quoc Le、Oriol Vinyals の4人のGoogle上級研究者によって設立された Discovery Loop が設立を発表しました。これは最先端 AI モデルと大規模計算インフラを活用して科学実験のサイクルを自動化し、数千の実験を並行して実行することで、研究開発の発見を加速することを目的としています。会社は初期段階では自動化機械学習の研究とエンジニアリングに注力し、最終的には米国工学アカデミー（NAE）の重大な課題、例えば医薬品開発、清潔な水の確保、サイバーセキュリティなどの分野に挑戦することを計画しています。","category":"業界動向","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"ディスカバリーループ（Discovery Loop）設立：ジェフ・ディーンら谷歌の元老4人がAI自動化研究会社を設立 - Aioga AIニュース","description":"Jeff Dean、Sanjay Ghemawat、Quoc Le、Oriol Vinyals の4人のGoogle上級研究者によって設立された Discovery Loop が設立を発表しました。これは最先端 AI モデルと大規模計算インフラを活用して科学実験のサイクルを自動化し、数千の実験を並行して実行することで、研究開発の発見を加速することを目的として...","url":"https://www.aioga.com/ja/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:04:20.181Z"},"ko":{"title":"탐색 루프(Discovery Loop) 설립: 제프 딘 등 네 명의 구글 원로가 AI 자동화 연구 회사 설립","summary":"Jeff Dean, Sanjay Ghemawat, Quoc Le, Oriol Vinyals 등 네 명의 구글 선임 연구원이 설립한 Discovery Loop가 설립을 발표했으며, 최첨단 AI 모델과 대규모 컴퓨팅 인프라를 활용하여 과학 실험 사이클을 자동화하고 수천 개의 실험을 병행 수행하여 연구 및 엔지니어링 발견을 가속화하는 것을 목표로 하고 있습니다. 회사 초기에는 자동화된 머신러닝 연구와 엔지니어링에 집중하며, 최종적으로는 의약품 개발, 청정수 확보, 사이버 보안 등 미국 국립공학원(NAE)의 주요 과제에 도전할 계획입니다.","category":"업계 동향","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"탐색 루프(Discovery Loop) 설립: 제프 딘 등 네 명의 구글 원로가 AI 자동화 연구 회사 설립 - Aioga AI 뉴스","description":"Jeff Dean, Sanjay Ghemawat, Quoc Le, Oriol Vinyals 등 네 명의 구글 선임 연구원이 설립한 Discovery Loop가 설립을 발표했으며, 최첨단 AI 모델과 대규모 컴퓨팅 인프라를 활용하여 과학 실험 사이클을 자동화하고 수천 개의 실험을 병행 수행하여 연구 및 엔지니어링 발견을 가...","url":"https://www.aioga.com/ko/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:05:17.973Z"},"es":{"title":"Se establece Discovery Loop: Jeff Dean y otros cuatro veteranos de Google crean una empresa de investigación en IA automatizada","summary":"Discovery Loop, fundada por cuatro experimentados investigadores de Google, Jeff Dean, Sanjay Ghemawat, Quoc Le y Oriol Vinyals, anunció su creación con el objetivo de utilizar modelos de IA de vanguardia e infraestructuras de computación a gran escala para automatizar el ciclo de experimentos científicos, ejecutando en paralelo miles de experimentos para acelerar los descubrimientos en investigación y ingeniería. La empresa se enfocará inicialmente en la investigación y la ingeniería de aprendizaje automático automatizado, y planea, finalmente, asumir desafíos importantes del Instituto Nacional de Ingeniería de Estados Unidos (NAE), como el desarrollo de medicamentos, el acceso a agua limpia y la ciberseguridad.","category":"Industria","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Se establece Discovery Loop: Jeff Dean y otros cuatro veteranos de Google crean una empresa de investigación en IA automatizada - Aioga Noticias de IA","description":"Discovery Loop, fundada por cuatro experimentados investigadores de Google, Jeff Dean, Sanjay Ghemawat, Quoc Le y Oriol Vinyals, anunció su creación con el objetivo de utilizar mod...","url":"https://www.aioga.com/es/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:05:10.947Z"},"fr":{"title":"Création de Discovery Loop : Jeff Dean et trois autres vétérans de Google fondent une entreprise de recherche en IA automatisée","summary":"Discovery Loop, fondée par les quatre chercheurs expérimentés de Google Jeff Dean, Sanjay Ghemawat, Quoc Le et Oriol Vinyals, a été annoncée dans le but d'utiliser des modèles d'IA de pointe et une infrastructure informatique à grande échelle pour automatiser le cycle des expériences scientifiques, exécutant en parallèle des milliers d'expériences afin d'accélérer les découvertes en recherche et en ingénierie. L'entreprise se concentre initialement sur la recherche et l'ingénierie en apprentissage automatique automatisé, et prévoit de relever finalement les grands défis du National Academy of Engineering (NAE), tels que le développement de médicaments, l'accès à l'eau potable et la cybersécurité.","category":"Industrie","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Création de Discovery Loop : Jeff Dean et trois autres vétérans de Google fondent une entreprise de recherche en IA automatisée - Aioga Actualités IA","description":"Discovery Loop, fondée par les quatre chercheurs expérimentés de Google Jeff Dean, Sanjay Ghemawat, Quoc Le et Oriol Vinyals, a été annoncée dans le but d'utiliser des modèles d'IA...","url":"https://www.aioga.com/fr/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:06:15.540Z"},"de":{"title":"Gründung von Discovery Loop: Vier Google-Veteranen, darunter Jeff Dean, gründen ein AI-automatisiertes Forschungsunternehmen","summary":"Discovery Loop, gegründet von den vier erfahrenen Google-Forschern Jeff Dean, Sanjay Ghemawat, Quoc Le und Oriol Vinyals, wurde angekündigt, um den wissenschaftlichen Experimentierzyklus mithilfe modernster KI-Modelle und großflächiger Recheninfrastruktur zu automatisieren, Tausende von Experimenten parallel durchzuführen und so wissenschaftliche und ingenieurtechnische Entdeckungen zu beschleunigen. Das Unternehmen konzentriert sich in der Anfangsphase auf automatisierte maschinelle Lernforschung und -technik und plant letztlich, große Herausforderungen der National Academy of Engineering (NAE) in den Bereichen Arzneimittelentwicklung, Zugang zu sauberem Wasser und Cybersicherheit anzugehen.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gründung von Discovery Loop: Vier Google-Veteranen, darunter Jeff Dean, gründen ein AI-automatisiertes Forschungsunternehmen - Aioga KI-News","description":"Discovery Loop, gegründet von den vier erfahrenen Google-Forschern Jeff Dean, Sanjay Ghemawat, Quoc Le und Oriol Vinyals, wurde angekündigt, um den wissenschaftlichen Experimentier...","url":"https://www.aioga.com/de/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:06:07.485Z"},"pt-BR":{"title":"Estabelecimento do Discovery Loop: Jeff Dean e outros quatro veteranos do Google fundam empresa de pesquisa em IA automatizada","summary":"A Discovery Loop, fundada pelos pesquisadores seniores do Google Jeff Dean, Sanjay Ghemawat, Quoc Le e Oriol Vinyals, anunciou sua criação com o objetivo de utilizar modelos de IA de ponta e infraestrutura de computação em larga escala para automatizar ciclos de experimentos científicos, executando milhares de experimentos em paralelo para acelerar descobertas em pesquisa e engenharia. Inicialmente, a empresa focará na automação de pesquisa e engenharia em aprendizado de máquina, e planeja, eventualmente, enfrentar os grandes desafios do Instituto Nacional de Engenharia dos EUA (NAE), como desenvolvimento de medicamentos, acesso a água limpa e cibersegurança.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Estabelecimento do Discovery Loop: Jeff Dean e outros quatro veteranos do Google fundam empresa de pesquisa em IA automatizada - Aioga Notícias de IA","description":"A Discovery Loop, fundada pelos pesquisadores seniores do Google Jeff Dean, Sanjay Ghemawat, Quoc Le e Oriol Vinyals, anunciou sua criação com o objetivo de utilizar modelos de IA...","url":"https://www.aioga.com/pt-BR/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:07:03.539Z"},"ru":{"title":"Основание Discovery Loop: Джефф Дин и еще трое ветеранов Google создали компанию по автоматизации исследований в области ИИ","summary":"Discovery Loop, основанная четырьмя старшими исследователями Google Джеффом Дином, Санжаем Гемаватом, Куоком Ле и Ориолом Винялсом, была объявлена как компания, целью которой является автоматизация цикла научных экспериментов с использованием передовых моделей ИИ и масштабной вычислительной инфраструктуры, параллельное проведение тысяч экспериментов для ускорения научных и инженерных открытий. На раннем этапе компания сосредоточится на автоматизации исследований и инженерии машинного обучения и планирует в конечном итоге бросить вызов значимым задачам Национальной инженерной академии США (NAE), таким как разработка лекарств, доступ к чистой воде и кибербезопасность.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Основание Discovery Loop: Джефф Дин и еще трое ветеранов Google создали компанию по автоматизации исследований в области ИИ - Aioga Новости ИИ","description":"Discovery Loop, основанная четырьмя старшими исследователями Google Джеффом Дином, Санжаем Гемаватом, Куоком Ле и Ориолом Винялсом, была объявлена как компания, целью которой являе...","url":"https://www.aioga.com/ru/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:07:10.124Z"},"ar":{"title":"تأسيس حلقة الاستكشاف (Discovery Loop): أسس جيف دين وأربعة من رواد جوجل شركة أبحاث الذكاء الاصطناعي المؤتمتة","summary":"أعلنت حلقة الاكتشاف التي أسسها أربعة باحثين كبار في جوجل وهم جيف دين، سانجاي غيموات، كوك لي وأوريول فينيالز عن تأسيسها، وتهدف إلى استخدام نماذج الذكاء الاصطناعي المتقدمة وبنية تحتية حاسوبية واسعة النطاق لأتمتة دورة التجارب العلمية، وتنفيذ آلاف التجارب بشكل متوازي لتسريع الاكتشافات البحثية والهندسية. تركز الشركة في مرحلتها الأولى على أتمتة البحث والهندسة في تعلم الآلة، وتخطط في النهاية لتحدي التحديات الكبرى للأكاديمية الوطنية للهندسة الأمريكية (NAE)، مثل تطوير الأدوية، الحصول على المياه النظيفة، وأمن الشبكات.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"تأسيس حلقة الاستكشاف (Discovery Loop): أسس جيف دين وأربعة من رواد جوجل شركة أبحاث الذكاء الاصطناعي المؤتمتة - Aioga أخبار الذكاء الاصطناعي","description":"أعلنت حلقة الاكتشاف التي أسسها أربعة باحثين كبار في جوجل وهم جيف دين، سانجاي غيموات، كوك لي وأوريول فينيالز عن تأسيسها، وتهدف إلى استخدام نماذج الذكاء الاصطناعي المتقدمة وبنية تحتي...","url":"https://www.aioga.com/ar/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:08:11.164Z"},"hi":{"title":"एक्सप्लोरेशन लूप (Discovery Loop) की स्थापना: जेफ डीन और अन्य तीन गूगल के पुराने कर्मचारियों ने एआई ऑटोमेशन रिसर्च कंपनी की स्थापना की","summary":"जेफ डीन, संजय घेमाावत, क्वोक ले और ओरियोल विन्याल्स नामक चार गूगल वरिष्ठ शोधकर्ताओं द्वारा स्थापित Discovery Loop की घोषणा की गई है, जिसका उद्देश्य अत्याधुनिक एआई मॉडल और बड़े पैमाने पर कंप्यूटिंग इंफ्रास्ट्रक्चर का उपयोग करके वैज्ञानिक प्रयोगों के चक्र को स्वचालित करना और हजारों प्रयोगों को समानांतर रूप से निष्पादित करके शोध और इंजीनियरिंग की खोज को तेज करना है। कंपनी की प्रारंभिक फोकस स्वचालित मशीन लर्निंग अनुसंधान और इंजीनियरिंग पर है, और अंततः इसका उद्देश्य अमेरिकी नेशनल एकेडमी ऑफ इंजीनियरिंग (NAE) की प्रमुख चुनौतियों, जैसे दवा विकास, स्वच्छ पानी की उपलब्धता और साइबर सुरक्षा के क्षेत्रों को चुनौती देना है।","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"एक्सप्लोरेशन लूप (Discovery Loop) की स्थापना: जेफ डीन और अन्य तीन गूगल के पुराने कर्मचारियों ने एआई ऑटोमेशन रिसर्च कंपनी की स्थापना की - Aioga AI समाचार","description":"जेफ डीन, संजय घेमाावत, क्वोक ले और ओरियोल विन्याल्स नामक चार गूगल वरिष्ठ शोधकर्ताओं द्वारा स्थापित Discovery Loop की घोषणा की गई है, जिसका उद्देश्य अत्याधुनिक एआई मॉडल और बड़े पैमा...","url":"https://www.aioga.com/hi/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:08:07.145Z"},"it":{"title":"Fondazione di Discovery Loop: Jeff Dean e altri quattro veterani di Google hanno creato una società di ricerca automatizzata AI","summary":"Discovery Loop, fondata dai quattro ricercatori senior di Google Jeff Dean, Sanjay Ghemawat, Quoc Le e Oriol Vinyals, ha annunciato la sua creazione con l'obiettivo di utilizzare modelli AI avanzati e infrastrutture computazionali su larga scala per automatizzare il ciclo degli esperimenti scientifici, eseguendo in parallelo migliaia di esperimenti per accelerare la scoperta in ambito scientifico e ingegneristico. Nella fase iniziale, l'azienda si concentra sulla ricerca e sull'ingegneria dell'apprendimento automatico automatizzato e prevede di affrontare infine le grandi sfide dell'Accademia Nazionale d'Ingegneria degli Stati Uniti (NAE), come lo sviluppo di farmaci, l'accesso all'acqua pulita e la sicurezza informatica.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Fondazione di Discovery Loop: Jeff Dean e altri quattro veterani di Google hanno creato una società di ricerca automatizzata AI - Aioga Notizie IA","description":"Discovery Loop, fondata dai quattro ricercatori senior di Google Jeff Dean, Sanjay Ghemawat, Quoc Le e Oriol Vinyals, ha annunciato la sua creazione con l'obiettivo di utilizzare m...","url":"https://www.aioga.com/it/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:09:00.005Z"},"nl":{"title":"Oprichting van Discovery Loop: Jeff Dean en drie andere Google-veteranen richten een AI-automatiseringsonderzoeksbedrijf op","summary":"Discovery Loop, opgericht door vier ervaren Google-onderzoekers Jeff Dean, Sanjay Ghemawat, Quoc Le en Oriol Vinyals, kondigt zijn oprichting aan met als doel het automatiseren van de wetenschappelijke experimentele cyclus met geavanceerde AI-modellen en grootschalige rekeninfrastructuur, en duizenden experimenten parallel uit te voeren om wetenschappelijk en technisch onderzoek te versnellen. Het bedrijf richt zich in de beginfase op geautomatiseerd machine learning-onderzoek en -engineering, en is van plan uiteindelijk de grote uitdagingen van de National Academy of Engineering (NAE) aan te gaan, zoals geneesmiddelenontwikkeling, toegang tot schoon water en cyberbeveiliging.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Oprichting van Discovery Loop: Jeff Dean en drie andere Google-veteranen richten een AI-automatiseringsonderzoeksbedrijf op - Aioga AI-nieuws","description":"Discovery Loop, opgericht door vier ervaren Google-onderzoekers Jeff Dean, Sanjay Ghemawat, Quoc Le en Oriol Vinyals, kondigt zijn oprichting aan met als doel het automatiseren van...","url":"https://www.aioga.com/nl/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:08:56.757Z"},"tr":{"title":"Keşif Döngüsü (Discovery Loop) kuruldu: Jeff Dean ve diğer dört Google kıdemlisi, AI otomasyon araştırma şirketi kurdu","summary":"Jeff Dean, Sanjay Ghemawat, Quoc Le ve Oriol Vinyals adlı dört Google kıdemli araştırmacısı tarafından kurulan Discovery Loop, öncü yapay zeka modelleri ve büyük ölçekli hesaplama altyapısını kullanarak bilimsel deney döngülerini otomatikleştirmeyi, binlerce deneyi paralel olarak yürütmeyi ve böylece araştırma ve mühendislik keşiflerini hızlandırmayı hedeflediğini açıkladı. Şirketin başlangıçta odaklandığı alan otomatikleştirilmiş makine öğrenimi araştırmaları ve mühendislik olup, nihai olarak ABD Ulusal Mühendislik Akademisi’nin (NAE) ilaç geliştirme, temiz su erişimi ve siber güvenlik gibi büyük zorluklarını ele almayı planlıyor.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Keşif Döngüsü (Discovery Loop) kuruldu: Jeff Dean ve diğer dört Google kıdemlisi, AI otomasyon araştırma şirketi kurdu - Aioga AI Haberleri","description":"Jeff Dean, Sanjay Ghemawat, Quoc Le ve Oriol Vinyals adlı dört Google kıdemli araştırmacısı tarafından kurulan Discovery Loop, öncü yapay zeka modelleri ve büyük ölçekli hesaplama...","url":"https://www.aioga.com/tr/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:09:43.098Z"},"vi":{"title":"Thành lập Vòng Khám Phá (Discovery Loop): Jeff Dean và bốn nhà sáng lập kỳ cựu khác của Google thành lập công ty nghiên cứu tự động hóa AI","summary":"Được thành lập bởi bốn nhà nghiên cứu cao cấp của Google là Jeff Dean, Sanjay Ghemawat, Quoc Le và Oriol Vinyals, Discovery Loop thông báo ra mắt với mục tiêu sử dụng các mô hình AI tiên tiến và cơ sở hạ tầng tính toán quy mô lớn để tự động hóa chu trình thí nghiệm khoa học, thực hiện song song hàng nghìn thí nghiệm nhằm thúc đẩy khám phá trong nghiên cứu và kỹ thuật. Giai đoạn đầu, công ty tập trung vào nghiên cứu và kỹ thuật học máy tự động, đồng thời dự kiến cuối cùng sẽ thách thức những vấn đề lớn của Viện Kỹ thuật Quốc gia Hoa Kỳ (NAE), chẳng hạn như phát triển thuốc, tiếp cận nguồn nước sạch và an ninh mạng.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Thành lập Vòng Khám Phá (Discovery Loop): Jeff Dean và bốn nhà sáng lập kỳ cựu khác của Google thành lập công ty nghiên cứu tự động hóa AI - Tin tức AI Aioga","description":"Được thành lập bởi bốn nhà nghiên cứu cao cấp của Google là Jeff Dean, Sanjay Ghemawat, Quoc Le và Oriol Vinyals, Discovery Loop thông báo ra mắt với mục tiêu sử dụng các mô hình A...","url":"https://www.aioga.com/vi/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:09:46.947Z"},"id":{"title":"Discovery Loop didirikan: Jeff Dean dan tiga veteran Google lainnya mendirikan perusahaan penelitian AI otomatisasi","summary":"Discovery Loop yang didirikan oleh empat peneliti senior Google, Jeff Dean, Sanjay Ghemawat, Quoc Le, dan Oriol Vinyals, mengumumkan pembentukannya dengan tujuan memanfaatkan model AI mutakhir dan infrastruktur komputasi berskala besar untuk mengotomatisasi siklus eksperimen ilmiah, menjalankan ribuan eksperimen secara paralel untuk mempercepat penemuan di bidang penelitian dan rekayasa. Pada tahap awal, perusahaan akan fokus pada penelitian dan rekayasa pembelajaran mesin otomatis, dan berencana pada akhirnya menantang tantangan besar dari National Academy of Engineering (NAE) Amerika Serikat, seperti pengembangan obat, akses air bersih, dan keamanan siber.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Discovery Loop didirikan: Jeff Dean dan tiga veteran Google lainnya mendirikan perusahaan penelitian AI otomatisasi - Berita AI Aioga","description":"Discovery Loop yang didirikan oleh empat peneliti senior Google, Jeff Dean, Sanjay Ghemawat, Quoc Le, dan Oriol Vinyals, mengumumkan pembentukannya dengan tujuan memanfaatkan model...","url":"https://www.aioga.com/id/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:10:31.505Z"},"th":{"title":"การก่อตั้ง Discovery Loop: Jeff Dean และสมาชิกเก่าจาก Google อีกสามคนก่อตั้งบริษัทวิจัยอัตโนมัติด้าน AI","summary":"Discovery Loop ซึ่งก่อตั้งโดย Jeff Dean, Sanjay Ghemawat, Quoc Le และ Oriol Vinyals นักวิจัยอาวุโสของ Google ประกาศจัดตั้งขึ้น มีเป้าหมายในการใช้โมเดล AI ขั้นสูงและโครงสร้างพื้นฐานการประมวลผลขนาดใหญ่เพื่อทำให้วงจรการทดลองทางวิทยาศาสตร์เป็นอัตโนมัติ ดำเนินการทดลองหลายพันครั้งพร้อมกันเพื่อเร่งการค้นพบทางวิทยาศาสตร์และวิศวกรรม บริษัทในช่วงเริ่มต้นจะมุ่งเน้นไปที่การวิจัยและวิศวกรรมการเรียนรู้ของเครื่องแบบอัตโนมัติ และมีแผนที่จะท้าทายความท้าทายสำคัญของสภาวิศวกรรมแห่งชาติสหรัฐฯ (NAE) ในที่สุด เช่น การพัฒนายา การเข้าถึงน้ำสะอาด และด้านความปลอดภัยทางไซเบอร์","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"การก่อตั้ง Discovery Loop: Jeff Dean และสมาชิกเก่าจาก Google อีกสามคนก่อตั้งบริษัทวิจัยอัตโนมัติด้าน AI - ข่าว AI Aioga","description":"Discovery Loop ซึ่งก่อตั้งโดย Jeff Dean, Sanjay Ghemawat, Quoc Le และ Oriol Vinyals นักวิจัยอาวุโสของ Google ประกาศจัดตั้งขึ้น มีเป้าหมายในการใช้โมเดล AI ขั้นสูงและโครงสร้างพื้นฐาน...","url":"https://www.aioga.com/th/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:10:41.717Z"},"pl":{"title":"Założenie Discovery Loop: Jeff Dean i trzej inni weterani Google założyli firmę zajmującą się automatyzacją badań AI","summary":"Założona przez czterech weteranów badawczych Google: Jeffa Deana, Sanjaya Ghemawata, Quoc Le i Oriola Vinyalsa, firma Discovery Loop ogłosiła swoje powstanie, mając na celu wykorzystanie nowoczesnych modeli AI i infrastruktury obliczeniowej na dużą skalę do automatyzacji cyklu eksperymentów naukowych, równoległego przeprowadzania tysięcy eksperymentów w celu przyspieszenia odkryć naukowych i inżynieryjnych. Początkowo firma koncentruje się na automatyzacji badań i inżynierii w dziedzinie uczenia maszynowego, a w planach ma ostateczne stawienie czoła wielkim wyzwaniom Amerykańskiej Narodowej Akademii Inżynierii (NAE), takim jak opracowywanie leków, dostęp do czystej wody czy cyberbezpieczeństwo.","category":"行业动态","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Założenie Discovery Loop: Jeff Dean i trzej inni weterani Google założyli firmę zajmującą się automatyzacją badań AI - Aioga Wiadomości AI","description":"Założona przez czterech weteranów badawczych Google: Jeffa Deana, Sanjaya Ghemawata, Quoc Le i Oriola Vinyalsa, firma Discovery Loop ogłosiła swoje powstanie, mając na celu wykorzy...","url":"https://www.aioga.com/pl/news/cmsgdg2sb0252ro5quknjy229/","contentTranslated":true,"sourceHash":"380b97999d8bc405","translatedAt":"2026-08-05T18:11:38.233Z"}}}}