Google 发布 Gemini 3.8 Live with Live Avatar,为对话 AI 带来实时视觉形象
Google 推出 Gemini 3.8 Live with Live Avatar,将低延迟流式视频与实时对话能力原生结合,让企业智能体在对话中"能听、能看、能说",并具备精准唇形同步与自然表情。
Google 推出 Gemini 3.8 Live with Live Avatar,将低延迟流式视频与实时对话能力原生结合,让企业智能体在对话中"能听、能看、能说",并具备精准唇形同步与自然表情。
我们与 @GoogleDeepMind、@emblebi 及研究伙伴合作,将 2,800 多种病毒的 AI 预测蛋白质复合物结构公开开放。 这为科学家提前应对潜在疫情提供了先机。
NVIDIA 联合 Google DeepMind、EMBL-EBI 等机构,通过 AlphaFold Database 开放了 2800 多种病毒的蛋白复合物预测 3D 结构,供全球科学家免费使用。
推荐理由:读者可了解开放病毒蛋白结构数据集如何降低结构预测门槛,以及配套开源流程的复用方式。
Remedy Entertainment 的 CONTROL Resonant 在发售当日加入 GeForce NOW,Ultimate 会员可以 GeForce RTX 5080 级云端性能串流,支持 DLSS 4、光线追踪、NVIDIA Reflex 和最高 5K HDR,无需 100GB 本地安装。
Google 宣布 Project Suncatcher 将通过 SpaceX Transporter-18 拼车任务发射首颗原型卫星,测试 Google TPU 能否在太空运行,并与 Planet 合作开发。
推荐理由:原文给出 Project Suncatcher 首次在轨测试安排,以及振动、辐射、散热和星间激光互联的实测进展。
Google 宣布一项承诺,将帮助 25,000 名退伍军人和军属在技能行业建立职业,Google.org 的资金与支持将提供给 Hiring Our Heroes、Student Veterans of America(SVA)和 Home Builders Institute(HBI),由它们提供学徒前实操培训、职业辅导和直接就业安置。
Google Arts & Culture Lab 推出 Gemini 辅助的 The Talking Museum,可近距离查看近 200 件 3D 文物并提问。
Google 宣布所有 Google 或 Google Workspace 账号均可通过 Google Vids 使用最新的 Gemini Omni 1.1 Flash 模型免费生成高质量视频,入口为 vids.new 并选择 "Create AI videos"。
推荐理由:原文来自产品经理宣布,交代了免费开放入口、具体模型和新控制功能,读者可据此判断是否改变自己的视频制作流程。
Android Enterprise 公布 6 项更新,涵盖 Gemini 多步骤跨应用自动化、工作资料隔离与 IT 集中管控,以及 XREAL Aura 有线眼镜等 XR 设备统一管理。
Google Beam 正式扩展至美国、加拿大、英国、法国、德国和日本六国,由 18 家渠道合作伙伴支持部署,旗舰硬件为 HP Dimension with Google Beam。
Now Gemini can connect with 13 new apps like @adobe, @squarespace, @onepeloton, and more. Instead of switching between tabs, you can now grow your business, design assets, and plan your workouts all in Gemini. 🧵
Google DeepMind 公布 Private AI Compute 架构更新,将持久化的服务端记忆引入该平台,使 AI 助手能跨设备保留上下文。数据被密封在加密存储中,解锁密钥仅保存在用户个人设备上,模型访问时通过端到端加密通道连接云端安全隔离区,在隔离内存中临时解密、保存新上下文后立即重新加密。
推荐理由:Google 公开了 Private AI Compute 的持久化服务端记忆方案,读者可了解云端记忆如何在设备持钥前提下实现。
Google DeepMind 推出 Gemini 3.8 Flash TTS 和 Gemini 3.8 Flash-Lite TTS 两款文本转语音模型,前者面向角色设计与深度创作控制,后者面向高并发、低成本的配音与语音智能体场景。
推荐理由:两款 TTS 模型给出语音克隆、逐行导演与多语言覆盖的具体能力,可据此判断语音生成工作流的变化。
More than 25 million people are using Google Flow every month to dream up new ideas, create stories, and build cool things. Thank you. We’re continuing the 50 additional daily credits for all users. Dive in and keep creating.
Gary Marcus 发文列举 Dario Amodei 在七天内损害自身公信力的三种做法:其一是让与 Anthropic 关系密切的 METR 和已有业务往来的 Accenture 充当独立监督方;其二是 Anthropic 正筹备自建湿实验室,却缺乏常规机构审查委员会监督;其三是嘴上呼吁"pace the frontier",实际仍指向 IPO。
Google Research 发布 MilleMiglia,一个用 C++ 编写的实例生成器,用于为中段物流(middle-mile)配送问题生成真实且保护隐私的基准数据,源码与文档已在 GitHub 开放。
a16z 图表周报引用近期论文和 SensorTower 数据指出,AI 代码生成工具让每月新应用数量在 iOS、Android 和 Chrome 上翻倍甚至翻两番,但下载量和评分基本停滞,达到 10+ 评分或 100+ 下载等规模的应用占比大幅下降。
Google Research 公布一项研究实验,让教师借助生成式 UI(GenUI)创建贴合课程目标的互动学习模拟,并同步开放 30 多个面向初高中 STEM 的英文学习互动样例库,均由 AI 生成、教师审核。
CC the entire fam 🤝! Today, we’re announcing the new CC – an AI agent built for families to spend less time on logistics and more time together. You can now: 👤 Add up to 5 members to your CC agent ☀️ Start mornings aligned with a shared "Your Day Ahead" brief email 🗓️ Autosync schedules & to-dos with a shared Google Calendar and Tasks 💬 Coordinate in Google Chat with CC to offload relevant tasks (ie., crafting weekly meal plans, school supply shopping lists, etc) 📝 Delegate paperwork (ie., permission slips, forms, and more) for CC to complete under your direction 📌 Keep tabs on the details – CC remembers what applies to everyone (ie., family grocery lists, favorite restaurants) versus what applies to one person (ie., dietary restrictions, local timezones) Ready to keep everybody on the same page? Join the waitlist or upgrade your existing CC (US only, 18+): http://labs.google/cc
如果你还没在手机上用 @Gemini_Notebook,那你可错过太多了。这真是个超酷的故事!
The camera feature in the @Gemini_Notebook mobile app is so transformative for on-the-go research. I was up in the Sierras working on a new project, and I just took photos of everything, like this museum display. Then I asked for a detailed report of all the info in the image. The text below is what I got back. (I fact-checked it myself and it was 99% accurate -- and some of the text it transcribed is so blurry in the image that it was hard for me to read it.) Next step is to generate documents like this for all the photos I took, and then ask Notebook to highlight all the information that adds something new to the existing knowledge base of sources I've already collected, or is particularly relevant to my latest writing and outline for the project. Truly magical. Mariposa Museum Exhibit Reference: Mariposa in 1859 & Gold Rush Era This reference document consolidates all text, photographic captions, historical statistics, newspaper clippings, and exhibit overlays displayed on the Mariposa Museum exhibit panel regarding Mariposa during and after the Gold Rush. 1. Exhibit Overview & Key Headlines Main Title: "THIS WAS MARIPOSA IN 1859 – ONLY 10 YEARS AFTER THE GOLD RUSH BEGAN." Historical Context Sub-headline: "PORTIONS OF THE TOWN HAD BEEN REBUILT AFTER THE FIRE OF 1858.. & PARTS OF IT WERE DOOMED TO BE DESTROYED IN 1866" Display Overview: The exhibit centers on a large 1850s panoramic photograph of Mariposa, annotated with street names, landmark locations, and population statistics, flanked by contemporary hotel advertisements, fire reports, medical artifacts, and photographs of civic buildings. 2. Demographic & Real Estate Statistics (1850s vs. Present) MetricHistorical Value (1850s Gold Rush Peak)Modern Value Town Population~3,000 residents~1,800 estimated Entire Mariposa Diggings Area~15,000 residents— Commercial Establishments15 to 20 stores & saloons, plus hotels— Town Lot Prices00 to 00 per lot— 3. Background Photograph & Civic Infrastructure Background Photo Date: Taken in the 1850s, capturing the rapid growth of the settlement following the initial gold strike. 1854 Mariposa County Courthouse: Shown in the background panorama prior to the construction of its iconic clock tower. A separate framed photograph depicts the completed white wood-frame courthouse with a white picket fence and clock tower. Clock Tower History: The clock mechanism was imported from England and is an 8-day, manually wound instrument. It remains operational today, maintained by the Mariposa Public Works Department. Annotated Overlay Locations on Panorama: 1854 Courthouse: Located at the upper edge of town on Jones Street. Jones Street & Bullion Street: Upper residential and civic thoroughfares. Charles Street (Main Street): Primary commercial artery running through the center of the valley floor. Schlageter Hotel Site: Positioned along Main Street. Mariposa Creek: Flowing along the foreground basin of the town diggings. 4. The Fire of 1866: Mariposa's Second Great Conflagration Below is the complete transcript of the Mariposa Gazette report featured on the panel regarding the disaster of August 25, 1866 (following the earlier destructive fire of 1858): Article Text: "FIRE! MARIPOSA'S SECOND GREAT FIRE" A few minutes after 6 p.m. on Saturday, August 25, 1866 Mariposa was again ruined by a disastrous fire (first in 1858). According to the Gazette (the building was damaged but not destroyed), the fire was believed to have started when "a recently imported printer stepped inside the Free Press office and lighted a cigar. The match had evidently been dropped carelessly amongst the papers on the floor. The Free Press office was located near the corner of Main and 7th Streets and by ten minutes the fire had spread through two blocks. The fire crossed Main Street to the Odd Fellows building and the Methodist Church and soon the buildings on the block between 6th and 7th Streets were burning like so much chaff." Seven full blocks, except for four fire-proof buildings, were totally destroyed. "In one hour about 60 buildings and 77,000 worth of property were destroyed." By early Monday morning the men were clearing away debris and by press time the following Saturday, the Gazette reported that several temporary business structures had already been erected and were open for business. Inventory of Buildings Destroyed in the 1866 Fire: Residential & Civic: 14 Dwellings, 1 Church, 1 Odd Fellows and Masons Hall. Media & Printing: 1 Newspaper Office (Free Press), 1 Newspaper Depot. Hospitality & Retail: 3 Hotels, 5 Retail Stores, 1 Saddlery Shop, 9 Liquor Saloons (several equipped with billiard tables). Services & Trades: 2 Livery Stables, 3 Law Offices, 1 Drug Store, 3 Blacksmith Shops, 2 Carpenter Shops, 2 Shoemaker Shops, 1 Tailor Shop, 2 Butchering Establishments. Outbuildings: Numerous outhouses, private stables, and auxiliary structures. 5. Commercial Hotels & Lodging Gallison Hotel (1887 Advertisement) Location: Main Street, Mariposa (center of business district, opposite Odd Fellows' Hall). Proprietor: Winslow Gallison. Management: Mrs. Gallison individually superintended all internal departments of the hotel. Amenities: Newly furnished rooms, first-class table dining. Mariposa Hotel (1887 Card) Location: Corner of Main and Fifth Streets. Proprietor: Charles A. Schlageter. Target Market: Accommodated general travelers as well as Yosemite tourists on short notice. Amenities: Family rooms, well-lighted parlors, good table, and bath facilities. The Schlageter Hotel Date Built: Built in the 1850s. Architecture: Prominent two-story wooden structure featuring full upper and lower covered verandas. 6. Medical Artifacts & 19th-Century Therapeutics Old Mariposa Hospital A framed historical photograph depicts a two-story wood-frame hospital building with a prominent front porch and side wing (annotated "from Chic Allingham"). Dr. D. Jayne's Family Medicines (1880 Display Broadside) 1. Jayne's Specific for Tape-Worm Diagnosis: Describes tapeworm infections as widespread, noting that discharging white or yellowish segments ("resembling gourd seeds") is the only positive diagnostic proof. Pricing & Ordering: .00 per dose, shipped nationwide via mail from 242 Chestnut Street, Philadelphia. Usage Instructions: Dissolve powder in a pint of boiling water, drink in three equal hourly doses on an empty stomach. Follow with Cathartic medicines if bowels do not operate in three hours. 2. Dr. D. Jayne's Sanative Pills Formulation: Concentrated, sugar-coated pills. Sold in 50-pill boxes (-bash.25) or 15-pill specimen packets (-bash.10). Prescribed Ailments: Advertised for liver complaints, gout, jaundice, dyspepsia, rheumatism, kidney affections, fevers, nervousness, skin diseases, melancholy, sick headache, and costiveness (constipation). 3. Exhibit Commentary Note A small museum card mounted below the broadside reads: "A man advertises for 'a competent person to undertake the sale of a new medicine' and adds innocently 'It will prove profitable to the undertaker.'"
@BroadInstitute、@UniofExeter 等机构的研究人员已在用 AlphaGenome Atlas 更好地识别潜在的致病 DNA 变异并解读其作用。🧵
Emerald AI、Google 与 NVIDIA 宣布发起 AI Energy Management Alliance(AEMA),推动数据中心根据电网状况动态调整用电。联盟主张技术中立、按性能衡量灵活性,制定并网前的响应义务、统一技术要求和更快并网通道,汇聚 AI 平台、数据中心、电力公司与电网运营商等价值链成员,以提升现有电网容量利用、缩短 AI 设施并网时间。
Google Research 提出 Retrieve-for-Train 框架,通过离线强化学习发现奖励对齐的查询扇出并编译为监督信号,再蒸馏进一个 53.9M 参数的扩散检索器,实现推理时单次非自回归的查询扇出。该方法在 Gemma3-4B 和 Qwen3-4B 上微调扇出语言模型,用集合级属性奖励评估整组结果,无需人工标注,也无需推理时的 CoT 思考 token。
Google DeepMind 发布 Gemini 3.8 Live 和 Gemini 3.8 Live Extended Thinking 两款实时对话模型,前者面向规模化与成本效率,后者面向高复杂度任务与多步推理。
推荐理由:官方给出两款语音模型的基准成绩与开放渠道,可据此判断实时语音智能体的能力与成本取舍。
天气预报在向可再生能源转型中发挥着关键作用。 WeatherNext 3 为电网运营商以及风能和太阳能发电企业提供风机轮毂高度风速和太阳辐射预测,助力更智能、更清洁的能源规划。🧵
Today @FastCompany awarded @Google the winner of their 2026 Innovation by Design Awards for our holistic design vision and new AI design language, seen across our products, from @GeminiApp to @GoogleMaps' Immersive Navigation and Search AI Mode. Read the full story. https://www.fastcompany.com/91589966/google-innovation-by-design-2026
蚂蚁 inclusionAI 在 HuggingFace 发布 gemma-4-E4B-it-singprobe,这是一个基于 google/gemma-4-E4B-it 的流式安全探针,复用基座模型隐藏状态逐 token 输出 8 类意图、不安全与幻觉评分,解码开销低于 0.5%。
Google Research 提出 ToolGrad,一种“先答案后问题”的工具调用数据生成范式:先迭代构建可验证的 API 调用链,再反推用户提示词,替代 ToolBench、ToolACE 等基于 DFS 试错的低效方案。
Google DeepMind 发布 AlphaGenome Atlas,一个包含人类基因组全部约 90 亿个单核苷酸变异效应预测的平台,规模达 1PB,是 AlphaFold Database 的 30 倍以上。
推荐理由:AlphaGenome Atlas 把 90 亿个单核苷酸变异的预测结果做成可检索资源,读者可了解其数据规模与在罕见病研究中的验证案例。
Google Research 用 UK Biobank 的欧洲人群数据向 Biobank Japan 近 20 万日本人样本做迁移学习,评估 8 种临床性状的多基因风险评分(PRS)跨人群表现。