Deedy@deedydas · 3月29日

Google Senior Staff Engineer to me: “Yeah, I have no clue what Claude Code / Codex is but I hear it’s all the rage. No, I don’t really care, I just need GOOG to hit $400 and keep this job for 2-3 more years so I can retire!”

译一位 Google 高级工程师坦言自己完全不了解 Claude Code 和 Codex，也不关心这些 AI 工具，唯一目标是 GOOG 股价涨到 400 美元，再坚持 2-3 年就能退休。

Google Gemini@GeminiApp · 3月28日

A reminder as you head into the weekend…

译一条推文形式的简短提醒，在周末前发布并附上外部链接。原文未展开具体提醒事项，仅以提示性语句引导读者点击链接查看详细内容。

Google Gemini@GeminiApp · 3月28日

The March installment of Gemini Drops is here! From transferring your past AI chat history to getting personalized help across your Google apps for free, this Drop is all about making AI feel more continuous and intuitive. Here’s a look at everything we shipped in March ↓

译Gemini Drops 发布三月更新，支持迁移历史 AI 聊天记录，并可在 Google 各应用中免费获取个性化帮助，旨在让 AI 体验更连续、更直观。

Jeff Dean@JeffDean · 3月27日

The video of my conversation with Bill Dally at GTC last week is up. I always enjoy talking to Bill, and we had a wide ranging discussion about computer architecture, model training, specialized inference hardware, custom interconnects, and more! https://youtu.be/g8BuAtM3fp4?si=QMTbkl2JhfsNbu3K

译上周 GTC 与 Bill Dally 的对话视频已发布，双方就计算机架构、模型训练、专用推理硬件及定制互连技术等话题进行了深入讨论。

Demis Hassabis@demishassabis · 3月27日

Now it’s even easier to switch to the @GeminiApp ! 😎

译Gemini 桌面版今起支持从其他 AI 应用导入偏好设置与聊天记录，只需几次点击即可完成迁移，无缝衔接继续使用。

Google Gemini@GeminiApp · 3月27日

Switching to Gemini from other AI apps just got easier. Starting to roll out today on desktop, you can now bring your preferences and chat history into Gemini, so you can pick up right where you left off in just a few clicks. 🧵

译Gemini 桌面端今起逐步推出数据导入功能，支持从其他 AI 应用迁移个人偏好设置与聊天记录，用户仅需几次点击即可无缝衔接历史对话，大幅降低切换门槛。

Demis Hassabis@demishassabis · 3月27日

Gemini 3.1 Flash Live is our highest quality audio & voice model yet - and a big leap towards building next-gen voice-first agents. Lower latency, better precision, more natural interactions... try it now with Gemini Live in the @GeminiApp or build with it in @GoogleAIStudio!

译Google 发布 Gemini 3.1 Flash Live，称其迄今最高质量音频模型，具备更低延迟、更高精度和更自然的对话体验，改进了函数调用能力。现已在 Gemini App 和 Google AI Studio 上线。

Google Gemini@GeminiApp · 3月27日

This event is happening soon! Join the Gemini Discord here: http://discord.gg/gemini

译Gemini 将于明日（3月26日）上午11:30 PDT 在 Discord 举办活动，产品经理 Joel 将现场演示 Lyria 3 Pro 最新更新，现可通过 http://discord.gg/gemini 加入服务器参与。

Google DeepMind@GoogleDeepMind · 3月26日

Say hello to Gemini 3.1 Flash Live. 🗣️ Our latest audio model delivers more natural conversations with improved function calling – making it more useful and informed. Here’s what’s new 🧵

译Gemini 3.1 Flash Live 音频模型发布，支持更自然的实时对话，函数调用能力改进，使 AI 助手更实用、信息获取更充分。

Google Gemini@GeminiApp · 3月26日

Gemini Live just got its biggest upgrade yet, powered by Gemini 3.1 Flash Live. •Faster responses with fewer awkward pauses •Smarter & able to follow along 2x longer conversations, so you can stay in the flow •Dynamically adjusts its answer lengths & tone to match the moment

译Gemini Live 底层升级为 Gemini 3.1 Flash Live，响应更快且减少停顿，支持双倍时长对话保持连贯，可根据场景动态调整回答长度和语气。

Sundar Pichai@sundarpichai · 3月26日

Gemini 3.1 Flash Live is our highest-quality audio and voice model yet. Voice capabilities have come a long way and are a big part of how we interact with AI to get things done. 3.1 Flash Live’s improved precision and reasoning make those interactions more natural and intuitive. Available in @GoogleAIStudio through the Gemini Live API in preview.

译Gemini 3.1 Flash Live 发布，为 Google 迄今最高质量音频语音模型，精度和推理能力显著提升，交互更自然直观。现已在 Google AI Studio 通过 Gemini Live API 预览版上线。

Google Gemini@GeminiApp · 3月26日

Lyria 3 Pro’s enhanced customization offers more space to experiment and play with longer tracks, so you can now add more details to bring your full vision to life in Gemini.

译Lyria 3 Pro 升级定制功能，提供更长音轨创作空间与更多实验自由度，用户现可在 Gemini 中添加丰富细节以实现完整音乐愿景。

Demis Hassabis@demishassabis · 3月26日

Perfect background music for flow state at 2am - made with the new Lyria 3 Pro. Google AI subscribers can try it in the @GeminiApp and developers can build with the API in @GoogleAIStudio - have fun!!

译Google DeepMind 推出 Lyria 3 Pro，可生成最长3分钟的高保真音乐，支持自由编排前奏、主歌、副歌与桥段。Google AI 订阅者现可在 Gemini App 体验，开发者也能通过 Google AI Studio API 接入创作。

Google Gemini@GeminiApp · 3月26日

Ready to turn up the volume with Lyria 3 Pro? 🎶 Join us in the Gemini Discord tomorrow (3/26) at 11:30am PDT as Product Manager Joel returns for an encore performance to demo the latest Lyria 3 Pro updates. Join us on Discord now and we'll see you there! http://discord.gg/gemini

译Lyria 3 Pro 更新演示将于 3 月 26 日上午 11:30 PDT 在 Gemini Discord 举行，产品经理 Joel 返场展示最新功能。

Google Gemini@GeminiApp · 3月26日

When to create music with Lyria 3 vs. Lyria 3 Pro in Gemini: Lyria 3 is your playground for fun, spontaneous tracks & quick sharing. If you're looking for more musical flow & customization, Lyria 3 Pro (available to Google AI Plus, Pro & Ultra users) can help elevate your work.

译Lyria 3 适合创作趣味即兴曲目并快速分享，Lyria 3 Pro 则提供更多音乐流畅性与自定义选项。后者仅向 Google AI Plus、Pro 及 Ultra 订阅用户开放，适合需要进阶功能的创作者。

Google Gemini@GeminiApp · 3月26日

Longer tracks are here with Lyria 3 Pro in Gemini! From experimenting with different styles to generating tracks with complex transitions, Lyria 3 Pro makes it easier to bring your full vision to life. Rolling out today to Google AI Plus, Pro, and Ultra users. Learn more 🧵

译Lyria 3 Pro 正式接入 Gemini，支持生成更长音轨及复杂风格过渡。即日起向 Google AI Plus、Pro 与 Ultra 订阅用户开放。

Demis Hassabis@demishassabis · 3月25日

Excited to partner with Agile Robots! Looking forward to seeing our models being deployed through Agile Robots incredible platform to help solve some of the most complex industrial challenges

译Google DeepMind 宣布与 Agile Robots 建立研究合作，将 Gemini 基础模型集成至对方硬件平台，部署于工业场景解决复杂挑战，构建下一代更实用的机器人。

Google DeepMind@GoogleDeepMind · 3月25日

Watch how fast Gemini 3.1 Flash-Lite can generate websites. ⚡ This browser creates each page in real-time as you click, search, and navigate. Give it a try → https://goo.gle/4t9In1R

译Gemini 3.1 Flash-Lite 支持在实验性浏览器中实时生成网页，用户点击、搜索或导航时即时创建页面，展示其极速生成能力。

Google DeepMind@GoogleDeepMind · 3月24日

Google DeepMind 🤝 Agile Robots Our new research partnership will integrate the Gemini foundation models with their hardware to help build the next generation of more helpful and useful robots. Find out more → https://goo.gle/4lKu7de

译Google DeepMind 与 Agile Robots 建立研究合作，将 Gemini 基础模型与后者硬件集成，共同开发下一代更实用的机器人。

Sundar Pichai@sundarpichai · 3月21日

A few updates from across Google this week🧵 A new full-stack vibe coding experience is now in @GoogleAIStudio with the @Antigravity coding agent and a built-in @Firebase integration. Turn your prompts into amazing production-ready apps.

译Google AI Studio 上线全栈 vibe coding 功能，集成 Antigravity 编程助手与 Firebase，支持将提示词直接转为生产级应用。

Google Gemini@GeminiApp · 3月20日

Loving these creations. Try it out and share yours in the replies 👇

译分享一个 Nano Banana 提示词，可生成 2×2 网格的 3D 字体雕塑，将 4 个重要历史年份及其代表性发明以复古科技或蒸汽朋克风格立体呈现。提示词包含锚点定义、形态构建、材质物理和光照渲染等详细参数，直接复制即可使用。欢迎尝试并在回复中晒出你的生成结果。

Demis Hassabis@demishassabis · 3月19日

You can vibe design some incredible interfaces with @stitchbygoogle

译Google 发布 vibe design 平台 Stitch，支持自然语言描述直接生成高保真界面和交互原型，可通过语音实时调整布局。目前仅面向 18 岁以上用户，在 Gemini 支持的英语国家开放。

Google DeepMind@GoogleDeepMind · 3月18日

How do we measure progress toward AGI? It takes a village – and a bit of healthy competition. 🛠️ We’re launching a global hackathon with @Kaggle to build new cognitive evaluations for AI. With $200k in prizes up for grabs, help us put our framework to the test. Join the challenge → https://goo.gle/4uqOVKK

译Google 联合 Kaggle 举办全球黑客马拉松，悬赏 20 万美元征集 AI 认知评估新方案，邀请开发者共同测试和完善衡量 AGI 进展的框架。

Google Gemini@GeminiApp · 3月18日

Use Gemini to build and analyze your college basketball bracket this year. 🏆 Whether you’re a diehard fan or just getting started, Gemini can help you supercharge your bracket.

译Gemini 可用于 NCAA 疯狂三月竞猜表的构建与分析，帮助球迷优化预测策略，无论资深粉丝还是新手都能借此提升竞猜体验。

Google Gemini@GeminiApp · 3月18日

Personal Intelligence is rolling out to more users for free across the Gemini app and Gemini in @GoogleChrome in the U.S. Access smarter responses uniquely relevant to you if you choose to connect your @Google apps like Search, @Gmail, @GooglePhotos, and @YouTube.🧵

译Google 在美国将 Personal Intelligence 功能向更多用户免费开放，覆盖 Gemini 应用和 Chrome 浏览器中的 Gemini。用户可选择连接 Search、Gmail、Google Photos 和 YouTube 等 Google 应用，获取更智能、个性化的回答。

Google Gemini@GeminiApp · 3月17日

Clever Gemini use case: Custom alarm clock sounds. Create custom tracks that actually get you moving in the Gemini app. Instructions below 👇

译在 Gemini 应用中直接生成个性化闹钟音乐，创建真正能叫醒你的专属铃声。无需专业工具，用 AI 定制专属起床音频，让早晨更容易清醒。

Google Gemini@GeminiApp · 3月14日

This event is happening soon! Join the Gemini Discord now: http://discord.gg/gemini

译Gemini Discord 社区活动 Prompt Like a Pro 将于周五 12:30pm PT 举行，Gemini 团队将展示社区用户案例并分享进阶技巧，涵盖 Nano Banana、Gemini Live、Veo 及 Personal Intelligence 等功能。

Sundar Pichai@sundarpichai · 3月13日

😎

译MWC 现场展示的 Android XR 原型演示视频显示，Gemini 可流畅处理模糊复杂查询，且眼镜能与手机应用无缝协同工作。详情已发布至 Reddit。

Google DeepMind@GoogleDeepMind · 3月13日

What does it take to build AI for scientific discovery? 🧠 To celebrate 10 years of AlphaGo, @ThoreG and @Pushmeet joined @fryrsquared on our podcast to discuss how mastering games has paved the way for it to help solve more complex problems. ↓ 00:00 The AlphaGo match 02:15 Why Go? 10:58 Lee Sedol vs AlphaGo 14:58 Move 37 20:55 Move 78 24:38 Reaction from the Go community 30:45 Never before seen footage 32:05 AlphaGo to protein folding 34:00 Matrix multiplication 38:00 AlphaGo and algorithmic discovery 41:40 How to verify new discoveries 47:38 Role of mathematicians 51:43 Would we be here without AlphaGo?

译AlphaGo十周年之际，DeepMind科学家Thore Graepel与Pushmeet Kohli探讨了从游戏AI到科学发现工具的演进路径。对话回顾了Move 37与Move 78等标志性时刻的技术突破，阐述AlphaGo如何延伸至蛋白质折叠、矩阵乘法优化及算法发现领域。讨论还涉及AI生成发现的验证机制、数学家的协作角色，以及游戏智能对解决复杂科学问题的方法论变革。

Sundar Pichai@sundarpichai · 3月13日

We trained a new flood forecasting model designed to predict flash floods in urban areas up to 24 hours in advance. To help address a flash floods data gap, we created Groundsource: a new AI methodology using Gemini to identify 2.6M+ historical events across 150+ countries. We’re open-sourcing this dataset to advance global research, and urban flash flood forecasts are live now in Flood Hub to help communities stay safe.

译推出城市山洪预测模型，支持提前24小时预警。发布Groundsource数据集，基于Gemini识别150余国260万+历史山洪事件，数据已开源。预测功能现已在Flood Hub上线。

Sundar Pichai@sundarpichai · 3月12日

We’re bringing new capabilities powered by Gemini models to @googlemaps. With Ask Maps, get answers to complex questions about any place you want. For example it can help with complex requests like "Find me the best 3-hour family hikes in the Grand Tetons and a spot for a packed lunch”. Will try this next time I'm there:) Rolling out now in the US and India.

译Google Maps 上线 Gemini 驱动的 Ask Maps，支持复杂地点查询，例如同时查找大提顿国家公园3小时家庭徒步路线和野餐地点。该功能已在美国和印度推出，作者表示下次去那里要试试这个功能。

Demis Hassabis@demishassabis · 3月12日

London has incredible talent & entrepreneurial spirit. Thrilled to deepen @GoogleDeepMind’s roots here with our spectacular new building Platform 37 - a nod to AlphaGo’s legendary Move 37. It’s a tribute to Science & AI, and an inspirational space for our next big breakthroughs!

译GoogleDeepMind 伦敦新总部 Platform 37 正式启用，命名致敬 AlphaGo 传奇的 Move 37。新大楼旨在致敬科学与 AI，为团队下一个重大突破提供灵感空间。

Jeff Dean@JeffDean · 3月12日

Excited to see this joint collaboration between @GoogleResearch, @NHSuk and @imperialcollege showing AI’s potential to detect 25% of the interval cancers previously missed by conventional methods. Additionally, the research found AI can reduce screening workloads, and give results back to clinicians and patients faster. This first figure from the @NatureCancer article shows how the study was set up, and the second figure shows that the AI system dramatically increases sensitivity (detecting true positives) without significantly affecting specificity (false positives). Learn more ⬇️ Blog: https://blog.google/innovation-and-ai/technology/health/google-ai-breast-cancer-detection/ Nature Cancer paper: https://www.nature.com/articles/s43018-026-01127-0

译Google Research、NHS 与 Imperial College 合作发表于 Nature Cancer 的研究表明，AI 系统在乳腺癌筛查中可检出 25% 传统方法遗漏的 interval cancers。该技术在显著提高敏感性（真阳性检出率）的同时，未对特异性（假阳性）产生明显影响，还能减少医护人员筛查工作量，并加速向医生和患者反馈诊断结果。

Sundar Pichai@sundarpichai · 3月11日

Amazing to see how our experimental research AI system for mammography interpretation identified more cases of interval cancers, as well as invasive cancer, and more cases overall, than conventional methods. Plus it could reduce clinicians’ screening workloads by an estimated 40%. Big step towards a future where AI serves as a reliable collaborator for clinicians.

译实验性AI乳腺筛查系统在研究中较传统方法多检出25%间歇性癌症（通常被漏诊）及更多浸润性癌症，总体发现更多病例，同时预计减少临床医生40%工作量。该研究由Google与帝国理工学院及NHS合作完成，发表于Nature Cancer。

Sundar Pichai@sundarpichai · 3月10日

New Gemini updates to make @GoogleWorkspace more personal, helpful and collaborative: choose your sources and create a Doc draft in seconds, build complex Sheets 9X faster, or generate on-brand Slide layouts with a simple prompt. Plus, Drive now generates summarized answers right at the top of your search results so no more digging through folders. Rolling out today in beta, available first to Ultra + Pro subscribers in English globally for Docs, Sheets and Slides, and in the US for Drive.

译Gemini 为 Google Workspace 推出多项 AI 功能：支持选择来源秒级生成 Doc 草稿、9 倍速构建复杂 Sheets、提示词生成品牌风格 Slide 布局，Drive 搜索现可直接显示摘要答案。今日起向 Ultra 和 Pro 订阅者开放英文版 beta，Docs/Sheets/Slides 全球可用，Drive 仅限美国。

Saining Xie@sainingxie · 1月24日

love this teaser lol (and it is real) academia boxed us in sooo tightly that we nearly broke, but we clawed our way out and found a whole new universe on the other side😅 thank you to Google for supporting the gpu-poor rebels and pulling us into this ride, helping us build what I believe is one of the best tpu/gcp infrastructure teams outside of google

译喜欢这段预告片哈哈（而且是真的） 学术界把我们限制得太紧了，差点崩溃，但我们挣扎着爬了出来，在另一边发现了一个全新的宇宙😅 感谢 Google 支持我们这些缺 GPU 的叛逆者，带我们踏上这段旅程，帮助我们建立了我认为是 Google 之外最好的 TPU/GCP 基础设施团队之一 [引用 @TongPetersb]：我们已经在学术界用 TPU 训练两年了（非常感谢 Google TRC！）。像 Cambrian-1、Cambrian-S、RAE 和 Scale-RAE 这样的工作没有 TPU 是不可能的。 我们写了一篇博客文章分享我们的经验、优化和教训：https://cambrian-mllm.github.io/blog/tpu-training-experiments.html 我们希望这能帮助更多人更顺畅地使用 TPU，它们非常强大！

Saining Xie@sainingxie · 11月27日

most of people didn’t know this we had been using TPUs at *Facebook* as far back as 2020. Kaiming led the initial development of the TF and JAX codebase, and research projects like MAE, MoCo v3, ConvNeXt v2 and DiT were developed *entirely* on TPUs. because we were the only team at FAIR using them, Meta cancelled the GCP deal in early 2023. TPUs also powered much of our large-scale work at NYU, including SiT, Cambrian1/S, and the recent RAE, FreeFlow. took a lot of suffering to learn the infra (not what they signed up for, but my students are basically TPU/JAX/XLA pros now), but once you get there, the performance/stability is exceptional. very optimistic about Google growing the TPU and JAX ecosystem and pushing it forward commercially

译Meta研究人员透露，Facebook自2020年起使用TPU训练AI，由Kaiming He领导开发TF和JAX代码库，MAE、DiT等模型完全基于TPU构建。因内部采用有限，Meta于2023年取消GCP协议。推文指出，Google、Anthropic等实验室长期使用TPU训练大模型，Nvidia的CUDA护城河并非不可逾越，OpenAI亦投资Triton寻求替代。TPU与GPU的效率差异并非关键，系统工程人才才是决定性因素。

Epoch AI@EpochAIResearch · 10月11日

We manually evaluated three compute-intensive model settings on our extremely hard math benchmark. FrontierMath Tier 4: Battle Royale! GPT-5 Pro set a new record (13%), edging out Gemini 2.5 Deep Think by a single problem (not statistically significant). Grok 4 Heavy lags. 🧵

译在 FrontierMath Tier 4 极难数学基准测试中，GPT-5 Pro 以 13% 准确率创下新纪录，仅以一道题优势险胜 Gemini 2.5 Deep Think（统计差异不显著），Grok 4 Heavy 则明显落后。

Sundar Pichai@sundarpichai · 10月10日

Excited for this partnership w/ @LA28 @TeamUSA @NBCUniversal - and equally excited for Olympic cricket!

译Google 与 LA28、TeamUSA 及 NBCUniversal 达成多年合作，将 Google Search、Gemini 和 Google Cloud 技术融入 2028 年洛杉矶奥运会和残奥会。作者同时期待奥运板球项目的到来。

Jeff Dean@JeffDean · 10月9日

Today we're rolling out a whole slew of new capabilities for using contextual data relevant to you and your organization and for building and using agent-based systems on top of Gemini and @googlecloud! Learn more at: https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise Using Gemini and agents to extract information or accomplish things based on data from your organization makes lots of things easier. For example: (1) "Based on past meeting notes, what are the project's pending action items"

译Google 为 Gemini 和 Google Cloud 推出一系列新功能，支持基于组织上下文数据构建 Agent 系统，实现企业数据信息提取与任务自动化，例如根据历史会议记录自动整理项目待办事项。