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xecution and preserving context. This sounds a lot like container orchestration in the early 2010s, from which emerged the open source Kubernetes in 2014. Kubernetes, developed by Google, became the dominant open source system for deploying and managing cloud applications at scale — it kickstarted the “cloud native” era of computing. Kubernetes uses control loops to keep applications running, recover from failures, and scale when needed. What if coding agents could be managed in the same way? Th

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同一条提示词生成的两段视频，选更喜欢的那段。 就是在这样的条件下，Utopai X拿到了 1150分 ，和第一名仅差7分。 而这个模型背后，便是被Variety称为 “全球最大独立AI原生影视公司” 的 Utopai Studios ；并且据福布斯估算，其估值已经来到 10亿美元 左右。 除此之外，公司CEO兼联合创始人 Cecilia Shen 是一位曾在Google X工作的 00后华裔创业者 。 就在今年，她还入选了福布斯“AI 30 Under 30”，也登上过福布斯的数字版封面。 不过，顺着这家公司往下看，比排名更值得追问的，可能是它准备拿这些技术，拍出什么样的电影？ 我们不妨先来看下这次Utopai在AA榜单中做出来的几组视频效果。 比如这一条，一个穿着防水连体裤的人，要把一艘绿色木船从卵石滩推进浅水里： 这个测试的难点在于，提示词要求 全程手持跟拍 ，画面得跟着拍摄者的脚步一颠一颠；船有多沉、水花怎么溅、镜头怎么晃，哪一处物理不对劲，都会直接穿帮。 而从结果来看，Utopai X的效果还是相当自然的。 这组测试结果其实效果差距是最大的，Utopai X不仅满足了提示词的所

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ch, TinyFetch (full pages as markdown, JavaScript included), TinyBrowser for logins and forms, and TinyAgent for multi-step jobs. Search and Fetch are free. Asif Razzaq Asif RazzaqGoogle DeepMind Releases EmbeddingGemma 2, a 740M Open Multimodal Embedding Model Built on Gemma 4; Asif RazzaqMistral AI Releases Mistral Large 4 (Le Chonk): A 1.05T Parameter Multimodal MoE Model; Asif RazzaqBeyond Domain-Specific World Models: JEPA-Anything Uses 1 Recipe for 7 Fields; Asif RazzaqMeet Together Link:

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に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「gVisor」をCNCFに寄贈したと発表 Publickeyについて／運営者について; お問い合わせ; 広告について; プライバシーポリシー; 読者が安心して記事を読めるようにするための取り組みについて

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に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「gVisor」をCNCFに寄贈したと発表 Publickeyについて／運営者について; お問い合わせ; 広告について; プライバシーポリシー; 読者が安心して記事を読めるようにするための取り組みについて

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eminder, AINews is now a section of Latent Space. You can opt in/out of email frequencies! Frontier and Multimodal Launches: Gemini 4 Argon, GPT-6.1 Sol and FLUX 3 Gemini 4 Argon: Google announced a new generation of Gemini, with contributors highlighting revised pretraining mixtures, long-horizon post-training data, and internal applications in memory optimization, code migration and mathematics. These are developer accounts of how the model was built and used—not independent evidence of genera

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as fast. In today’s AI rundown: Tavus’ Griffin passes for human on video calls; Rowan’s Corner: My recurring AI performance review; Is ChatGPT ‘Dots’ worth upgrading to Pro for?; Google’s AI watermarks cross into the lab LATEST DEVELOPMENTS TAVUS 👋 Tavus’ Griffin passes for human on video calls Image source: Tavus The Rundown: AI startup Tavus just previewed Griffin, a ‘Human Interaction Model’ that renders a lifelike person who can hear, see, talk, and react over live video — with the company

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you could upload photos of celebrities’ outfits and ask it to find the items they’re wearing that are available for purchase. The latter sees the assistant moving into areas that Pinterest and Google have dominated in recent years as sources for fashion inspiration and discovery that can convert to sales for online retailers. Whether ChatGPT will become people’s first choice for this type of activity, however, remains to be seen — especially given that Google launched virtual try-on last year .

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her hurdle for making these AI agents as frictionless as possible is that Meta offers easy integration with the other platforms it owns, such as Facebook, Instagram and WhatsApp. (Google’s Gemini Spark agent platform has an advantage for the same reason.) Though OpenAI said users would be able to connect Dots to a wide range of external tools, they may not be as seamless as an in-house integration. For now, OpenAI is hoping that a better product will trump a cheaper one. “We might move a tiny bi

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id CoreWeave’s announcements show the company is trying to further separate itself from specialized AI cloud providers such as Nebius, Lambda, and Vultr, while competing with AWS, Google Cloud, and Microsoft Azure for AI workloads. “CoreWeave has recognized that it’s great to get these big AI labs, but if they’re going to build a long-term sustainable business, then they need to be able to appeal to a wider audience, including enterprises,” McCarthy said. “That requires a bigger ecosystem of sof

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own app-like experiences within ChatGPT using plug-in extensions. OpenAI already supports plug-ins , which connect ChatGPT to everyday tools like Slack, SharePoint, Airtable, and Google Drive, but the new plug-in extensions will give apps a dedicated home in the ChatGPT sidebar. Plus, developers will be able to build interactive panels that let users work with their tools while they’re chatting with ChatGPT. This experience can also include file viewers that support whatever file formats the de

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lso launched Pages, a companion word processor that the company describes as “a new type of document, built for human and agent collaboration.” It appears to be OpenAI’s answer to Google Docs and Microsoft Word. Users can “write, research, generate charts, create images, or visualize information” in it, OpenAI says. OpenAI has also announced its answer to PowerPoint with what it calls collaborative slides. These slides can be created by merely talking about them within ChatGPT. Once the slides a

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d like a possible outlier in the Hugging Face case was really the first pulling of the string, with reports coming out seemingly every week of agents from OpenAI, Anthropic, Meta, Google, and others breaking free of their isolated environments and attacking third-party infrastructures and websites, including those with government agencies in the United States and Australia. Vendors in their assessments of the incidents also indicated disturbing agent behavior, such as collaborating with each oth

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rms (passport renewals, Medicare enrollment) aiming to launch by early 2027. Answers draw on official government sources, from national parks to released UFO files, using a mix of Google's Gemini and SpaceXAI's Grok AI models. Marco Rubio previewed a first-time passport flow with self-uploaded photos, promising “no drugstore hostage photo, no appointment, no line.” The platform was led by Airbnb co-founder and U.S. chief design officer Joe Gebbia, pushing for users to "never go back into the maz

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共同作業に対応し、モバイルではページの検索、閲覧、共有を利用できる。モバイルでの作成・編集は今後の対応となる。 文書に加え、スライドの共同編集機能も今後数週間で提供する予定。会話や自分のテンプレートからスライドを作成し、人とエージェントが同時に編集できるようにする。コメントによるやり取りやChatGPT内でのプレゼンテーションに対応し、PowerPointやGoogle Slidesへの書き出しも可能になるという。 Teamsで定例作業を自動化 BusinessとEnterpriseでは、ChatGPT内で同僚をチームにまとめ、ページやプラグインなどを共有する「Teams」も利用できる。 定例の報告などをChatGPTに任せ、チームで管理できる「Team Tasks」も用意する。実行する時刻や作業内容を設定し、メンバーが指示を修正できる。連携したサービスに新しいメールやSlackメッセージが届いたときに、処理を始めることもできる。毎週の顧客対応のまとめや、プロジェクトのチャンネルに届いた更新の整理などに使う。 チームの所有者は、自分に利用が許可されている外部サービスの接続を選び、Tea

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a is betting that an AI agent with context of a company’s whole operation will be more useful than a stand-alone chatbot, as it continues to compete against rivals like OpenAI and Google. Muse can also link to Instagram professional account analytics, Facebook pages, and Meta ad accounts. Meta says the AI agent also knows what a business sells, how a brand sounds, and what customers ask about most. Additional integrations include Asana, Box, Canva, Figma, Granola, HighLevel, Intuit QuickBooks, K

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. Get an ElevenAgents demo Artificial Analysis, Provider Voice Arena Leaderboard, Sept 2026; Based on blind head-to-head user preference testing against Cartesia Sonic 3.6, Inworld TTS-2, Google Gemini 3.8 Flash-Lite TTS, and Google Gemini 3.8 Flash TTS, September 2026. For each pair, graders heard the same line from Eleven v4 and one competitor, presented blind, and judged which was more expressive and which sounded more natural; ties counted as half Research - Speech to Text and Text to Speech

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ty came from a radical security idea at the time: isolate each page in its own sandbox (a tab in a browser) so that a rogue page couldn’t infect the rest of your computer. Amazon, Google, Netflix, and Meta were all built on this trust layer. Security and safety for the internet enabled online commerce, connection, gaming, and so much more that wouldn’t have been possible before. Security and safety didn’t slow the pace of innovation—they allowed it to accelerate. Several frontier labs have recen

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t environment. OpenAI isn't the only lab dealing with this. Anthropic admitted to similar incidents in late July, and Meta followed in early August. It also recently came out that Google's Gemini hacked three real companies during a test back in May. OpenAI, Anthropic, and outside researchers are now reviewing tens of thousands of other cases . According to OpenAI, many of them are just routine research activity. Nvidia's technology isn't entirely new. The platform combines OpenShell , open-sour

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sandbox around it… all of those systems are designed in a way that keeps the agent with minimal rights,” Huang said. Concerns about AI safety have risen in recent weeks , as OpenAI , Anthropic , and Google have all revealed incidents where their AI models went outside their testing environments and hacked other companies. Several major tech companies are backing Nvidia’s Open Agent Safety Platform, including Anthropic, Microsoft, and SpaceX. Update, September 28th: Added Huang’s CNBC interview.

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