Google Arts & Culture Lab 推出 The Talking Museum 与 Museum Memory 两项 Gemini 实验
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 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。
Meta 在 Connect 2026 上把个人智能体 Muse 作为硬件加智能体战略的核心,为其加入语音与实时视频能力,并发布 Ray-Ban Meta Gen 3、售价 1,299 美元的 Meta VR Glasses 以及 12 月发货的挂件 Muse Charm。
MIT Senseable City Lab 团队出版新书《How AI Sees the City: Urban Visual Intelligence》,系统讨论视觉 AI 用于城市研究的可能。
NVIDIA 发布 NV-Reason-CT Open,这是一个面向 3D CT 体积影像的开放视觉语言模型,支持放射科医生的链式推理(Chain-of-Thought)。现有前沿通用模型在体积影像上表现不佳,多数开放医疗 AI 模型也缺乏相应能力,而 3D CT 是临床信息最丰富、数据最密集的模态之一,此前一直未被现代 VLM 充分覆盖。
interactive media will be huge in the next year or two! this is incredible
勾勒一个世界。让 Atlas 赋予它生命。 抢先一睹 Chisel,现已在 Atlas beta 中上线。
AI 能看出你把宜家家具装错了吗?我们的新基准——家具组装基准(FAB)——给模型提供说明书和一张半成品家具的照片,让它们找出错误。 最高分在短短 10 个月内从 28% 提升到了 80%。
介绍 ACTx486,一种全新交互媒介的研究演示。 如果你能和任何视频对话、问任何问题呢? 我们的系统将一档现有播客变成了能倾听、回应并适应的东西。 研究由 @jakubzeg 完成:
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。
Radical Numerics 联合创始人兼 CEO Eric Nguyen 指出,生物安全正成为 AI 军备竞赛的新战场,能提升生物能力的模型同样可用于防御。
千问办公发布「企业上下文」,把群聊、文档、知识库等分散信息整理成结构化上下文,供 Agent 提取任务所需信息,思路是「连接与压缩」。同时推出由钉钉 A1 升级而来的 QwenNote A2 录音卡,默认不录音、云端 ASR 转写后永久删除音频,并上线多人协作功能。企业上下文依赖新模型 Qwen3.8-Omni-Flash,千问办公此前已与模型团队定制 Qwen 3.8 Flash。
NVIDIA 于 9 月 22-23 日在新加坡举办 AI Day,与合作伙伴展示东南亚地区的 AI 进展。新加坡 HTX 正研究使用 NVIDIA Nemotron 3 Super 和 Nemotron 3 Nano Omni 模型推进公共安全 AI,马来西亚 YTL AI Labs、越南 Viettel AI 等也在微调 Nemotron 模型。
Apple 宣布新款 Mac mini 和 Mac Studio 今日上市。Mac mini 搭载 M6(4x AI 性能、2x 图形和存储、40% CPU 性能提升。
推荐理由:官方公告给出两款新 Mac 的芯片、AI 性能倍数、统一内存上限和定价,读者可以据此评估端侧 AI 与升级选择。
Meshy 🤝 chrona 让你的 3D 创意尽情释放 🤩
What if Tech Week wasn’t a calendar, but a city you could actually enter and play? We made a SF TECH WEEK CITY — rebuilding San Francisco as a 3D world with Tech Week events placed at their real venues. RSVP activity, trending events, and busy areas become part of the world itself. The birds flying above the city represent real community members, so you can see where people are heading and explore alongside them. Built with AI coding and published on Chrona. A small experiment in turning real-world data into a place worth entering. @MeshyAI @ChronaWorld #MeshyxChrona #TechWeek
太棒了!用 Pi Zero 跑完整感知栈,实时喂给 MiniCPM-o4.5,这是个非常酷的用例。很喜欢看到与个人机器人的实时交互!
I gave eyes and ears to my robot. I hooked up a Raspberry Pi Zero W2 (webcam + ambient mic), streaming real-time audio/video back and forth to MiniCPM-o 4.5 @OpenBMB open source model running locally on my PC. Zero cloud APIs, full duplex interaction. Project on my git
推荐理由:原文给出 Pro 与 Claude Opus 5、GPT-5.6 Sol 的 agent 基准对比和开源范围,可据此评估其相对位置。
水下拍摄通常需要大量专业设备,搭建水下布景格外昂贵,而绿幕打光在水下还有额外的独特难题需要克服。 混合制作让水下拍摄变得容易得多。 Made with Luma.
NVIDIA Earth-2 面向天气敏感行业,将能源公司的风光资产测量、应急管理的雷达与本地传感器、卫星对地观测等更早、更本地化的观测数据用于天气决策。这些数据帮助各行业组织理解并管理物理风险。
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。
播客好友 @stevenbjohnson 展示了他最喜欢的 Notebook 移动应用用法之一 🤯
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.'"
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.'"
商汤发布 SenseNova U1.5 技术报告,这是一个开源的 8B-MoT 原生统一模型,通过共享注意力连接理解与生成。
@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。🧵
我们的视频探索作品"Ichor"的制作流程,重点用到了 Seedance 2.5 编辑模式和我们的新关键帧界面。 这帮助我们获得了更贴合的表现,并控制了关键帧场景的节奏。这种直接控制让流程更快更轻松。
阶跃星辰与 ACE Studio 发布 StepAudio 3 Music,是 StepFun 首个音乐生成基础模型,可根据提示词和歌词生成完整歌曲。
蚂蚁 inclusionAI 发布 Realtime-Venus,一个支持主动音视频交互、异步委托和可打断全双工对话的开源系统,包含 Realtime-Venus-Omni 和 Realtime-Venus-Audio 两个 9B 检查点。
推荐理由:模型卡给出了 Realtime-Venus 的架构组成、全双工与异步委托能力及完整用法,读者可以据此评估它在实时音视频交互场景的可用性。
曼彻斯特大学团队基于 NVIDIA Earth-2 的 CorrDiff 生成式降尺度模型,用一年英国逐小时污染模拟数据训练出覆盖全英、分辨率 2-3 平方公里的空气污染模型,在 Isambard-AI 单节点 8 块 GPU 上仅用两天完成训练。
有没有拍完照后被要求看背面?我们也是。 Camera Angles 把一张照片变成一整组拍摄。选好你的角度,就能从每个角度拿回同一个主体,细节完好。 为你希望当初拍到的那些镜头。
Google 发布迄今最先进的 Gemini Audio 模型:Gemini 3.8 Live 与 3.8 Live Extended Thinking。
推荐理由:官方说明了两款新音频模型在速度成本与推理能力上的分工,读者可据此判断语音交互场景如何选型。