内容来源：https://blog.google/innovation-and-ai/technology/ai/google-ai-updates-september-2026/

内容总结：

谷歌发布9月AI进展：Gemini 4 Argon领衔，多项前沿成果集中亮相

过去20多年来，谷歌持续投资机器学习和人工智能研究、工具及基础设施，致力于打造让更多人日常生活更美好的产品。谷歌各团队正致力于在医疗健康、危机响应和教育等广泛领域释放AI的益处。以下是谷歌9月AI重要发布的回顾。

Gemini 4 Argon领衔，开启前沿智能新时代

9月的头条属于Gemini 4 Argon——谷歌最新的前沿模型。该模型具备高级推理能力和100万token的输出上限，专为应对复杂挑战而设计，尤其在网络安全防御领域表现突出。此次发布为谷歌AI密集发布的一个月画上句号，同期还推出了Gemini 3.8 Flash和3.8 Flash Cyber。谷歌还推出了Gemini 3.8 Live表达性语音模型，开放Googlebook预售，并将Gemini应用引入Windows平台。在科学领域，谷歌通过AlphaGenome Atlas绘制人类DNA图谱、从太空追踪全球甲烷排放，并启动Project Suncatcher测试轨道机器学习硬件。此外，谷歌团队在AI界面设计方面的工作被《快公司》评为2026年度设计公司。

Gemini 3.8 Flash系列：为智能体和网络安全提供新一代智能

Gemini 3.8在保持与3.7 Flash相同速度和低成本的同时，实现了迄今最佳的推理和编程性能，在长周期软件工程、多步骤问题解决和智能体工作流方面取得显著提升。Gemini 3.8 Flash Cyber则为防御者提供前沿级自主漏洞发现和自动化代码补丁能力，通过新的Fairwind计划向受信任组织开放。

Gemini 3.8 Live：自然对话体验再升级

谷歌推出两款快速、自然的语言音频模型：Gemini 3.8 Live用于日常对话，Gemini 3.8 Live Extended Thinking则是多步骤推理场景下评分最高的语音对语音模型。两者已在Google AI Studio和Gemini API面向开发者开放，并在Search Live、Gemini Live和Google Workspace中面向所有用户推出。

全新文本转语音模型：Gemini 3.8 Flash-Lite TTS和3.8 Flash TTS

谷歌迄今最具表现力的文本转语音模型，用户可通过简单文本提示生成自定义语音、指导场景对话等，已在Gemini Notebook和Google Vids等产品中推出。

Gemini新增Connected Apps

谷歌将更多常用应用引入Gemini，包括Airtable、Linear、monday.com、PandaDoc等生产力工具，Adobe、Picsart、Squarespace、Webflow等创意平台，以及Peloton、SeatGeek、Experian等生活服务，用户无需切换标签页即可在一个地方完成任务。

Lyria 3.5音乐生成模型登陆Gemini

用户可通过简单文本提示或图片，使用谷歌最具表现力的音乐生成模型创作更丰富的编曲和个性化音频，已在Gemini、Google AI Studio、Google Flow Music和Google Vids全球上线。

Gemini Notebook推出新学习工具

新增互动课程工具和动画视频摘要，支持自定义闪卡、多种测验形式和80多种语言的60秒短视频概览。符合条件的在校大学生还可领取12个月免费Google AI学生计划。

Google Labs推出CC家庭协作智能体

CC从个人智能体扩展为协作型群体智能体，可处理家庭后勤和共享日程，甚至拥有专属邮箱地址，现已在Google Labs以实验性预览形式推出。

AI加速科学突破、改善生活

谷歌工具目前支持7000种语言中的300多种，覆盖全球86%的人口。通过开源MedGemma等模型并与顶尖研究机构合作，谷歌正帮助科学家更快取得发现。AI与经济ATLAS的新可视化数据也让人们更直观地看到AI如何重塑全球工作。

Project Suncatcher：探索太空AI计算未来

该项目将与Planet合作发射首颗测试卫星，评估谷歌TPU在真实太空条件下的表现。低地球轨道卫星可获取高达地面8倍的太阳能，为长期AI基础设施开辟新可能。

Googlebook开放预售

这款专为Android用户打造的笔记本电脑基于Android系统，融合ChromeOS桌面基础，专为Gemini Intelligence设计。新增Magic Pointer功能可指向屏幕任意内容并向Gemini提问，Rambler智能语音听写可将口述内容即时整理为结构化笔记。

WeatherNext 3：最先进的全球天气AI模型

该旗舰模型新增实时卫星数据、每小时刷新、更高分辨率和精准降水预报等功能，已集成至Search、Gemini、Maps、Google Maps Platform和Cloud。

AlphaGenome Atlas：人类DNA高分辨率图谱

该数据库可预测人类基因组中全部90亿个可能的单核苷酸变异的影响，无需编程技能，已在罕见病研究和复杂遗传学领域加速实际突破。

从太空追踪全球甲烷排放

谷歌与NASA喷气推进实验室合作开发MAPL-EMIT深度学习模型，检测到的排放量比人类专家多50%，已发现超过23000个此前未标注的甲烷羽流。所有数据在Google Earth Engine上公开。

雄性果蝇完整脑图谱发布

谷歌、HHMI Janelia和剑桥大学的科学家借助谷歌AI，构建了首个成年雄性果蝇完整脑图谱，标注超过166000个神经元和近12000种细胞类型。

DeepMind研究所成立

该研究所为谷歌DeepMind、谷歌及全球研究界的研究人员提供平台，就AGI时代发表深入见解，推动辩论、汇聚多元声音、建立共识，确保AGI惠及所有人。

Gemini应用登陆Windows

用户可通过Alt+Space快捷键随时打开Gemini，在工作过程中核实文档或头脑风暴。在专属工作区中，可将多步骤任务委托给Gemini Spark，跨Gmail和Drive整合文件，并生成Nano Banana图像或Gemini Omni视频。

中文翻译：

我们在2026年9月发布的最新AI动态

二十多年来，我们持续投资于机器学习和AI研究、工具及基础设施，致力于打造让更多人日常生活更美好的产品。Google各团队正在医疗健康、危机响应、教育等广泛领域探索释放AI价值的途径。为了让大家及时了解我们的进展，我们会定期汇总Google最新的AI动态。

以下是我们在9月发布的一些AI公告回顾。

9月的头条属于Gemini 4 Argon，这是我们最新的前沿模型。它具备高级推理能力和100万token的输出上限，专为应对复杂挑战而设计——尤其是在网络安全防御领域。此次发布为Google AI密集发布的一个月画上句号，其间还推出了Gemini 3.8 Flash和3.8 Flash Cyber。我们还推出了搭载Gemini 3.8 Live的表现力语音模型，开启了Googlebook的预售，并将Gemini应用带到了Windows平台。除了日常工具之外，我们还达成了多项重大科学里程碑：通过AlphaGenome Atlas绘制人类DNA图谱、从太空追踪全球甲烷排放，以及启动Project Suncatcher在轨道上测试机器学习硬件。此外，我们很荣幸地看到团队在设计更优AI界面方面的工作被《Fast Company》评为2026年度设计公司。

了解Gemini 4 Argon：我们的下一个前沿智能时代。Gemini 4 Argon旨在将高级推理能力应用于最困难的问题。凭借业界领先的100万token输出上限，Argon在编码、网络安全防御、金融研究和法律文书起草等知识工作，以及自主网络安全补丁等重型工作负载方面表现出色。安全地发布这一级别的前沿能力需要分阶段推进，Argon目前正通过Fairwind计划向受信任的网络防御者逐步开放。我们正在积极收集早期测试者的反馈，以迭代完善防护措施，之后再扩大向开发者、企业和消费者的开放范围。

通过Gemini 3.8 Flash和3.8 Flash Cyber获得面向智能体和网络安全的下一代智能。Gemini 3.8以与3.7 Flash相同的速度和低成本，带来了我们迄今为止最佳的推理和编码性能。Gemini 3.8 Flash在长周期软件工程、多步骤问题解决和智能体工作流方面取得了显著提升。与此同时，Gemini 3.8 Flash Cyber为防御者提供了前沿级别的自主漏洞发现和自动化代码补丁能力——通过我们新的Fairwind计划向受信任的组织开放。

使用Gemini 3.8 Live和3.8 Live Extended Thinking进行自然对话。我们推出了两款快速、自然的语言音频模型：Gemini 3.8 Live用于日常对话，Gemini 3.8 Live Extended Thinking则是用于多步骤推理的顶级语音到语音模型，且几乎没有延迟。两者均已在Google AI Studio和Gemini API上面向开发者推出，并通过Search Live、Gemini Live和Google Workspace面向所有用户开放，你可以在Gmail、Docs和Keep中用语音完成各项任务。

认识一下Gemini 3.8 Flash-Lite TTS和Gemini 3.8 Flash TTS。这是我们迄今为止表现力最强的文本转语音模型，让你可以通过简单的文本提示生成自定义语音、指导场景对话等。你不再需要从固定的静态预设列表中选择，而是拥有一个动态的创意工作室来构建语音优先的应用并提升音频体验，正在Gemini Notebook和Google Vids等产品中逐步推出。

通过Gemini中新的Connected Apps处理任务。我们将更多你喜爱的应用直接引入Gemini，包括Airtable、Linear、monday.com和PandaDoc等生产力工具；Adobe、Picsart、Squarespace和Webflow等创意平台；以及Peloton、SeatGeek和Experian等生活服务。现在你无需在多个标签页之间切换，可以在一个地方处理所有任务。要开始使用，请前往Gemini设置，选择你想要关联的应用。

使用Gemini中的Lyria 3.5创作你最好的曲目。通过简单的文本提示或图像，你现在可以使用我们迄今为止表现力最强的音乐生成模型，在Gemini应用中直接制作更丰富的编曲、连贯的歌曲和个性化音频。Lyria 3.5已在Gemini以及Google AI Studio、Google Flow Music和Google Vids上面向全球开放。

用新的Gemini Notebook工具提升你的学习效率。现在你可以通过互动课程工具和动画视频摘要来改变你在Gemini Notebook中的学习方式。使用自定义闪卡、多样化的测验形式和60秒短视频概览（支持80多种语言）来掌握复杂主题。在返校季，符合条件的大学生还可以领取免费的12个月Google AI学生计划，享受更高的使用限额。

通过Google Labs中的CC轻松协调家庭生活。Google Labs正在将CC从个人智能体扩展为协作型群组智能体，专为处理家庭事务和共享日程而设计。CC甚至拥有自己的电子邮件地址，可以协调家庭日历、跟踪群组待办事项，并通过内置隐私控制在一个地方简化日常事务。CC群组版现已在Google Labs中以实验性预览形式推出。

了解AI突破如何加速科学发展并改善生活。AI正在将理论科学转化为实际的日常影响。通过加速救命疗法、预测自然灾害和个性化教育，我们的技术在全球范围内带来了切实的益处。如今，Google工具支持70亿人使用的300多种语言——覆盖全球86%的人口。通过开源MedGemma等模型并与领先研究机构合作，我们正在帮助科学家更快地取得发现，以改善世界各地的生活。此外，我们的AI与经济ATLAS数据的新可视化让用户更容易看到AI如何重塑全球工作，包括科学研究。

看看AI计算的未来如何可能在太空中实现。Project Suncatcher将与Planet合作发射首颗测试卫星，以评估Google TPU在真实太空条件下的表现。低地球轨道上的卫星可以获取高达地球八倍的太阳能，为长期AI基础设施开辟了新的可能性。在我们的新四集视频系列中了解我们仍在探索的问题。

预购Googlebook，Android用户的首选笔记本电脑。Googlebook基于Android构建，搭配ChromeOS的桌面基础，专为Gemini Intelligence设计，开箱即可与你的Android手机协同工作。诸如Magic Pointer等新的设备端AI功能让你只需快速晃动光标，就能指向屏幕上的任何内容并向Gemini提问；而Rambler智能语音听写则能即时将口头灵感整理成有条理的、可分享的笔记。借助无代码自定义小组件和后台任务处理，Googlebook简化了你的日常工作流程，让你轻松完成更多事情。

来看看WeatherNext 3，我们最先进、最准确的全球天气AI模型。我们的旗舰AI天气预报模型现在包含实时卫星数据、每小时更新、更高分辨率、精准降水预报和清洁能源变量。此外，它现已集成到Search、Gemini、Maps、Google Maps Platform和Cloud中。

探索AlphaGenome Atlas：人类DNA的高分辨率图谱。人类基因组中存在数十亿种可能的突变——数量之多，根本无法在实验室中逐一测试。因此我们推出了AlphaGenome Atlas，这是一个预测人类基因组中所有可能的单核苷酸变异（全部90亿个）影响的数据库。它无需任何编程技能，已经在加速罕见病研究和复杂遗传学领域的现实突破。

从太空追踪全球甲烷排放。我们与NASA喷气推进实验室合作开发了MAPL-EMIT，这是一个从太空追踪全球甲烷泄漏的深度学习AI模型。该模型检测到的排放量比人类专家多50%，并已发现超过23，000个此前未标注的甲烷羽流，包括全球25个最大排放垃圾填埋场中的24个。所有数据在Google Earth Engine上公开可用，帮助气候研究人员和运营方更快采取行动。

欣赏雄性果蝇大脑图谱的五幅惊人可视化图像。Google、HHMI Janelia和剑桥大学的科学家们在Google AI的帮助下，构建了第一份完整的成年雄性果蝇大脑图谱，记录了超过166，000个神经元和近12，000种不同的细胞类型。通过将数百万张显微图像拼接成可导航的3D模型，这项研究揭示了感官线索如何转化为运动。这是神经科学的一项突破，让我们更接近理解复杂大脑的运作方式。

了解新的DeepMind Institute。DeepMind Institute是一个平台，供来自Google DeepMind、Google及更广泛全球研究社区的研究人员和思想家，就AGI时代的世界撰写和发表富有创意、深思熟虑的观点。随着AGI日益临近，AI技术的创造者有责任真诚而审慎地应对其风险——但其变革性影响不能仅由技术专家来引导。DMI作为一个专门的论坛，旨在激发辩论、汇聚多元的全球声音，并建立共识，确保AGI惠及所有人。

通过Windows版Gemini应用在PC上获得快速帮助。现在，使用Alt + Space快捷键，你可以在工作过程中随时打开Gemini来核实文档或头脑风暴，而不会打断你的节奏。在专属工作区中，你可以将多步骤任务委托给Gemini Spark，汇总Gmail和Drive中的文件，以及生成Nano Banana图像或Gemini Omni视频——一切都在一个地方完成。

英文来源：

The latest AI news we announced in September 2026
For more than 20 years, we’ve invested in machine learning and AI research, tools, and infrastructure to build products that make everyday life better for more people. Teams across Google are working on ways to unlock AI’s benefits in fields as wide-ranging as healthcare, crisis response, and education. To keep you posted on our progress, we're doing a regular roundup of Google's most recent AI news.
Here’s a look back at some of our AI announcements from September.
September's headline belongs to Gemini 4 Argon, our newest frontier model. Built with advanced reasoning and a 1-million-token output limit, it’s designed to tackle complex challenges — especially in cybersecurity defense. The release capped an active month for Google AI launches that included Gemini 3.8 Flash and 3.8 Flash Cyber. We also introduced expressive voice models with Gemini 3.8 Live, made Googlebook available for pre-order, and brought the Gemini app to Windows. Beyond daily tools, we marked major scientific milestones by mapping human DNA in AlphaGenome Atlas, tracking global methane from space, and launching Project Suncatcher to test machine learning hardware in orbit. And as a nice bonus, we were grateful to see our teams’ work on designing better AI interfaces recognized by Fast Company as the 2026 Design Company of the Year.
Learn about Gemini 4 Argon: our next era of frontier intelligence. Gemini 4 Argon is engineered to bring advanced reasoning to the most difficult of problems. Built with an industry-leading 1-million-token output limit, Argon excels at heavy-duty workloads like coding, cybersecurity defense, and knowledge work like financial research and legal drafting, and autonomous cybersecurity patching. Safely releasing frontier capabilities at this level requires a phased approach, and Argon is currently rolling out to trusted cyber defenders through the Fairwind Program. We’re actively gathering feedback from early testers to iterate on guardrails before expanding availability to developers, enterprises, and consumers.
Get next-gen intelligence for agents and cybersecurity with Gemini 3.8 Flash and 3.8 Flash Cyber. Gemini 3.8 delivers our best reasoning and coding performance yet at the same speed and low cost as 3.7 Flash. Gemini 3.8 Flash provides substantial gains in long-horizon software engineering, multi-step problem solving, and agentic workflows. Alongside it, Gemini 3.8 Flash Cyber equips defenders with frontier-grade autonomous vulnerability discovery and automated code patching — available to trusted organizations through our new Fairwind Program.
Converse naturally with Gemini 3.8 Live and 3.8 Live Extended Thinking. We've launched two fast, natural language audio models: Gemini 3.8 Live for everyday conversation, and Gemini 3.8 Live Extended Thinking, the top-rated speech-to-speech model for multi-step reasoning without all the lag. Both have rolled for developers in Google AI Studio and Gemini API, and for everyone across Search Live, Gemini Live, and Google Workspace, where you can get things done using your voice in Gmail, Docs, and Keep.
Say hello to Gemini 3.8 Flash-Lite TTS and Gemini 3.8 Flash TTS. Our most expressive text-to-speech models yet let you generate custom voices, direct scene dialogue, and more from simple text prompts. Instead of choosing from a fixed list of static presets, you now get a dynamic creative studio to build voice-first applications and elevate audio experiences, rolling out across products including Gemini Notebook and Google Vids.
Tackle tasks with new Connected Apps in Gemini. We brought more of your favorite apps directly into Gemini, including productivity tools like Airtable, Linear, monday.com, and PandaDoc; creative platforms including Adobe, Picsart, Squarespace, and Webflow; and lifestyle services such as Peloton, SeatGeek, and Experian. Instead of switching between tabs, you can now tackle your tasks all in one place. To get started, head to your Gemini settings and select the apps you want to link.
Create your best tracks yet with Lyria 3.5 in Gemini. From simple text prompts or images, you can now use our most expressive music generation model yet to produce richer arrangements, coherent songs, and personalized audio right in the Gemini app. Lyria 3.5 is available globally in Gemini and across Google AI Studio, Google Flow Music, and Google Vids.
Sharpen your study routine with new Gemini Notebook tools. Now you can transform your study routine in Gemini Notebook with interactive coursework tools and animated video summaries. Master complex topics using custom flashcards, versatile quiz formats, and 60-second Short Video Overviews in over 80 languages. For back-to-school season, eligible college students can also claim a free 12-month Google AI student plan with higher usage limits.
Coordinate family life effortlessly with CC in Google Labs. Google Labs is expanding CC from a personal agent into a collaborative group agent designed to handle household logistics and shared schedules. CC even gets its own email address to coordinate family calendars, track group to-dos, and streamline daily logistics in one spot with built-in privacy controls. CC for groups is now rolling out as an experimental preview in Google Labs.
Learn how AI breakthroughs accelerate science and improve lives. AI is transforming theoretical science into practical, everyday impact. By accelerating life-saving therapies, forecasting natural disasters, and personalizing education, our technology delivers tangible benefits worldwide. Today, Google tools support more than 300 languages spoken by 7 billion people — reaching 86% of the global population. By open-sourcing models like MedGemma and partnering with leading research institutions, we're helping scientists make discoveries faster to improve lives everywhere. Plus, new visualizations of our AI & Economy ATLAS data make it easier to see how AI is reshaping global work, including scientific research.
See how the future of AI computing could be in space. Project Suncatcher will launch its first test satellite with Planet to evaluate how Google TPUs perform under real space conditions. Satellites in low-Earth orbit can access up to eight times more solar power than on Earth, opening up new possibilities for long-term AI infrastructure. Learn questions we’re still exploring in our new four-part video series.
Pre-order Googlebook, the laptop of choice for Android users. Built on Android and paired with desktop foundations from ChromeOS, Googlebook is designed for Gemini Intelligence and engineered to work with your Android phone right out of the box. New on-device AI features like Magic Pointer let you point and ask Gemini about anything on your screen with a quick cursor wiggle, while Rambler smart voice dictation instantly structures verbal brain dumps into organized, shareable notes. With no-code custom widgets and background task processing, Googlebook simplifies your daily workflow so you can get more done effortlessly.
Check out WeatherNext 3, our most advanced and accurate global weather AI model. Our flagship AI weather forecasting model now includes real-time satellite data, hourly refreshes, higher resolution, precise precipitation forecasting, and clean energy variables. Plus, it’s now integrated across Search, Gemini, Maps, Google Maps Platform, and Cloud.
Explore AlphaGenome Atlas: a high-resolution map of human DNA. There are billions of possible mutations in the human genome — far too many to ever test in a lab. So we introduced AlphaGenome Atlas, a database that predicts the effects of every possible single nucleotide variant in the human genome, all 9 billion of them. Designed to require zero coding skills, it’s already accelerating real-world breakthroughs in rare disease research and complex genetics.
Track methane emissions globally from space. We partnered with NASA's Jet Propulsion Laboratory to develop MAPL-EMIT, a deep learning AI model that tracks global methane leaks from space. The model detects 50% more emissions than human experts and has already uncovered over 23,000 previously unmapped plumes, including 24 of the world's 25 largest-emitting landfills. All data is openly available on Google Earth Engine to help climate researchers and operators take faster action
See five amazing visuals of the male fruit fly’s brain map. Scientists at Google, HHMI Janelia, and Cambridge University have built the first complete brain map of an adult male fruit fly, charting over 166,000 neurons and nearly 12,000 distinct cell types with the help of Google AI. By stitching together millions of microscopic images into a navigable 3D model, this research uncovers how sensory cues transform into movement. It’s a breakthrough for neuroscience that brings us closer to understanding how complex brains function.
Learn about the new DeepMind Institute. The DeepMind Institute is a platform for researchers and thinkers from across Google DeepMind, Google, and the wider global research community to work on and publish creative, deeply informed ideas about a world with AGI. With AGI on the horizon, it’s incumbent on the creators of AI technology to sincerely and thoughtfully address its risks — but its transformative impact cannot be steered by technologists alone. DMI serves as a dedicated forum to spur debate, bring together diverse global voices, and build a consensus that ensures AGI benefits everyone.
Access fast help on your PC with the Gemini app for Windows. Now, using the Alt + Space shortcut, you can open Gemini any time over your work to fact-check docs or brainstorm ideas without breaking your stride. In the dedicated workspace, you can delegate multi-step tasks to Gemini Spark, synthesize files across Gmail and Drive, and generate Nano Banana images or Gemini Omni videos — all in one place.