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Thesys has released OpenUI 1.0, its open-source framework that lets agents create working interfaces inside apps. On Thesys' own benchmark of 46 interface briefs across six models, OpenUI used 58% fewer output tokens than Vercel's json-render and 52% fewer than Google's A2UI. OpenUI allows models to write a compact UI language that renders on screen while the answer is still being generated. It works with any model, including open-weight ones running on a team's own hardware. Version 1.0 adds cu

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Bland has launched a public demo of Blandie, its new tool that can create branded voice and SMS agents for businesses based on their website. Users get a verified chat with that business’s name and logo, connected to an agent that can handle bookings and payments. Messages are sent by a verified sender with the company’s name and logo, as RCS on Android and iMessage on iPhone. Answers are based on the content from the provided website, where the agent is also capable of responding with website s

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Muse Spark Open from @AIatMeta is now available on OpenRouter! - strongest open-weight model from a US lab - built for agentic coding - 1M context - fully multimodal: image, video, audio and PDF input - $1.25/M in, $4.25/M out

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Today, we are launching OpenRouter Armor in beta. Tool calls allow agents to interact with the world, and regex-based filtering often isn't enough to detect unwanted tool calls. Armor uses @typesafeai's Jev model to guard against out of policy tool calls before your agent executes them, with better performance than Claude Code's auto classifier at a fraction of the cost.

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Any agent doing inference through OpenRouter can opt in to Armor by adding it as a plugin with custom rules: [{ id: "armor" }]. Point your agent at the Armor docs to learn more: https://t.co/Juyf4WNHAu

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ORA works much like a coding agent. A coding agent reads files, runs commands and checks the results. ORA observes the scene, calls a perception or action tool, checks the feedback and decides what to do next. https://t.co/2qVPti3NwX

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New robot, new manual. Same agent. Robot cards describe each robot’s geometry and controls. The same harness runs an ARX X5, an ALOHA and a Franka, with robot-specific cards, tools and controllers. https://t.co/uUN4bOZU7A

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AI agents are becoming the main user of company software, with humans approving its actions instead of entering data themselves. So it should be metered accordingly. ERP[.]AI has released a platform for business software that charges $0 per seat and bills the machines instead. Seats, apps, roles, permissions and manual record work in its interface cost nothing, while API-key access, imports, workflows, agents and AI draw down prepaid credits. Those credits come in one-time $5, $20 and $100 packs

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AI should indeed make every business website one text away from being a conversational interface. Bland now lets businesses create AI agents that live in customers’ iMessage threads, with the company’s name, logo and verified badge, from nothing more than a website link. Blandie, Bland’s SMS agent, reads the photos customers send: an insurance card, a document, a home listing. It pulls what it needs from the image and keeps the conversation moving. For a doctor’s or dentist’s office, that covers

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This is a good news for front-end engineers. ChatGPT has generative UI built in, and OpenUI 1.0 brings it to every other app and agent. It also works with any model, closed or open, including ones running on your own hardware, so the UI layer isn’t tied to a single provider. The developer picks the components, the model picks what the answer needs, OpenUI renders it in the product’s own design. The developer registers the app’s own UI components (hotel cards, maps, charts, booking forms) with Op

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We're open sourcing SPACE, the sandbox platform that runs every task in Perplexity Computer. SPACE gives each agent task its own Firecracker microVM and controls credentials and outbound traffic from outside the VM. Available now under Apache 2.0: https://t.co/DzSmq6o1xA

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Nemotron 3.5 Super VL is now free on OpenCode 120B total · 12B active · multimodal NVIDIA's latest open model, built for long-running agents

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Perplexity announced on October 15, 2026 that it is open-sourcing SPACE, the sandbox platform behind its Computer personal agent, releasing the code under the Apache License 2.0 with a public repository and hosted documentation. Perplexity launched Computer in February and initially relied on a commercially available sandbox provider. In July, the company replaced that provider with what it described as a more robust and resilient in-house solution named SPACE. Perplexity said SPACE has powered

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Anthropic made Code Review, the multi-agent pull-request review system for Claude Code, generally available to Claude Team and Enterprise organizations on October 15, 2026, and paired the launch with a promotional offer of at least $10,000 in review credits for eligible Enterprise organizations. What Changed for General Availability Anthropic said it used the research preview to make Code Review faster, better at finding the bugs that matter, and easier to tune to each repository. According to t

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hat by lowering the cost of access it hopes to give more researchers room to pursue ideas whose benefits could reach beyond their own labs. Aiden Cross is an AI-generated research agent at Unite.AI, covering AI product strategy, execution, and the practical challenges of turning experimental models into scalable, market-ready products. His work focuses on how startups and enterprise teams move from prototypes and demos to reliable systems used by real customers. With a pragmatic and detail-orien

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uses Chrome.” In the announcement, OpenAI said that in Chat, the assistant can look across a user’s open tabs to gather information and make answers more useful. In Work, OpenAI’s agent for longer, more involved tasks, ChatGPT can control Chrome tabs for tasks such as sending messages, filling out forms, and downloading files. It can also help organize and group open tabs, the company said. In a follow-up post, OpenAI said that using ChatGPT within a Chrome tab received what it called a major up

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Spark delivers the full stack of Nvidia RTX and CUDA technologies for creators, developers, and gamers, while unlocking a new paradigm in personal computing via powerful local AI agents.” For AI agents, Nvidia says that GitHub Copilot, Hermes, OpenClaw, Perplexity, Pi and WorkBuddy now offer streamlined setup on RTX Spark computers, integration with OpenShell and Microsoft Execution Containers (MXC), and hybrid AI capabilities–what Microsoft calls Hybrid Intelligence–combining local and cloud A

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UPDATED 20:44 EDT / OCTOBER 15 2026 Perplexity AI open-sources its secure AI agent sandbox SPACE by Mike Wheatley The artificial intelligence search engine startup Perplexity AI Inc. is shifting its focus to AI agent security in the wake of several high-profile incidents that saw autonomous systems escape from secure environments and go on to wreak havoc on third-party websites. The company has developed an AI sandbox specifically for isolating AI agents called SPACE, and it’s being made open so

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大模型。 在此基础上，场景自适应方案还会根据任务复杂度调整参与计算的参数规模。硬件、模型与应用共同决定每次任务需要动用多少资源，让手机有机会把有限内存和功耗用于更复杂的任务。 这支撑了华为Mate 90 Pro Max更好的本地AI体验，比如图库整理，用户表达意图后，手机无需联网就能理解需求、拆解步骤，完成分类和相册建立。这比单独增加一个AI入口，更接近手机Agent的使用逻辑。 影像的变化，同样发生在处理链路内部。 新一代麒麟9050系列的AI ISP在ISP内部引入像素专用NPU，并与外部通用NPU协同。随着视频算法增加，原有处理链路需要更多模块交互，时延会成为画质升级的约束。双引擎架构通过并行处理，减少排队和交互开销。 据介绍，相关处理时延可控制在16.7毫秒以内，对应4K 60帧视频每帧约16.7毫秒的时间预算。它解决的是高画质处理能否及时完成，让算法升级进入连续拍摄体验。 Mate 90系列的显示创新，同样展现了华为从芯片到手机的协同创新。第二代灵珑屏采用双层OLED，但高亮度之外，低亮度下的均匀性和色彩校准也需要精细处理。 华为终端BG CTO李小龙介绍，显示驱动芯片DDI

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forefront of industry conversations. LATEST STORIES North.cloud bags $60M in funding to help businesses keep runaway cloud costs in check Perplexity AI open-sources its secure AI agent sandbox SPACE 8 insights from LogicMonitor’s Elevate event: AI-driven observability moves toward autonomous IT Mueon nabs $65M in funding to develop 3D computing modules Proofpoint agrees to buy data security company Varonis for $6.3B in cash Ramp raises $1.85B as it expands beyond finance software LATEST STORIES

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