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  1. Analytics India MagazineProduct release
    AI score52

    Sarvam AI deploys Indus Cowork to 2,500 government officials in Maharashtra

    Sarvam AI's Indus Cowork, launched on October 28 by Chief Minister Devendra Fadnavis, is being deployed to 2,500 government officials in Maharashtra for drafting documents, analyzing reports, summarizing files and retrieving government records. The state approved Sarvam's sovereign AI proposal in August with a two-year budget of 1.126 billion rupees; besides Indus Cowork, it also includes Samvaad, a voice and WhatsApp system for citizen communication, and connects the Saaras speech recognition and Bulbul text-to-speech models to the state's MahaAI platform. The platform supports 22 languages including Marathi, and offers tools such as GR Expert for retrieving government resolutions, email summarization and RFP bid evaluation; Sarvam says the system runs on securely audited infrastructure located within India.

    #Industry news#Agents#Speech

  2. gihyo.jpProduct release
    AI score71

    Google open-sources the Elephant-Goldfish Model plugin, letting AI separately handle the writing and verification of design documents

    On October 22, 2026, Google announced the open-sourcing of the Elephant-Goldfish Model (EGM) plugin, which pairs Elephant, responsible for conversing with users and writing design documents, with Goldfish, which independently verifies the documents without inheriting the conversation history, to identify ambiguities and omissions in specifications. The plugin was first developed internally at Google for software engineers, and it is said that thousands of employees already use it daily to develop production code; the repository uses the Apache 2.0 license. The first tagged version, v0.1.0, was released on October 27, containing a total of 7 skills. The README provides installation methods for Antigravity, Claude Code, and Codex, but the release notes state that verification across runtime environments has not yet been completed, so it cannot yet be called a stable version.

    #English text is being prepared.#Agents#English text is being prepared.

  3. gihyo.jpProduct release
    AI score66

    Entire Launches Free Private Repository Hosting, Adds AI Review and Cross-Session Memory

    On October 26, 2026, Entire added free direct private repository hosting to its human-AI collaborative development platform, allowing users to use it without keeping the original repository on GitHub. The platform also offers agent-based code review and a Continuous Memory feature that lets AI agents in new sessions refer to policies established in previous sessions; hosting is free, and billing is based only on the amount of AI model usage by agents. The accompanying EntireDB stores complete copies of repositories by region to distribute read load, and is planned to be open-sourced within a few months.

    #Product updates#Agents#English text is being prepared.

  4. gihyo.jpProduct release
    AI score72

    Google lets you create, preview, and edit PDFs and other files directly within the Gemini app

    On October 29, 2026, Google added the ability to directly create, preview, and edit files to the Gemini app and web version, supporting documents (text, Markdown, LaTeX), PDFs, presentations, and spreadsheets. Users can select content and ask Gemini to modify text or visual elements, and can continue asking follow-up questions to make adjustments. Generated files can be downloaded in their original format, opened in apps such as Google Slides, or uploaded to Google Drive via the export button in the upper right corner. PDF preview and editing are supported on both web and mobile, while other formats are supported only on the web; this feature is available to all languages and users who can use the Gemini app.

    Same story · 2 reports

    #Product updates#Google

  5. Unite.AIProduct release
    AI score67

    Gemini app now supports editing documents and PDFs within conversations

    Google announced that Gemini app users can now generate, preview, and edit files such as documents, PDFs, presentations, spreadsheets, and code directly within conversations, and this capability is available to all users in all regions where the app is available. Editing methods include direct full-screen input and modification, selecting text to ask Gemini questions, and having Gemini rewrite file content. PDF preview and editing are supported on both the web version and mobile, while other formats such as Google Docs, Sheets, Slides, Markdown, TXT, and code are supported only on the web version. This update adds an in-place editing layer on top of the file generation feature launched on April 29, 2026.

    Same story · 7 reports

    #Product updates#Google#Agents

  6. English text is being prepared.Product release
    AI score53

    Google announces that Android XR core development tools have reached stable release, supporting Unity, Godot, and Unreal engines

    At Android Dev Summit 2026, Google announced that multiple core Android XR development tools have ended their preview phase and entered stable release, including the Jetpack XR SDK core libraries, the Android XR Emulator, and the Android XR Engine Hub. Jetpack SceneCore, ARCore for Jetpack XR, and the XR Runtime core libraries provide official product development APIs and support long-term interface stability and backward compatibility; the emulator allows development and debugging for XR glasses, audio glasses, and display-equipped glasses without physical devices. The stable release of Android XR Engine Hub supports the three major engines Unity, Godot, and Unreal, and can be used to launch performance analysis and view runtime data. On the same day, Google partnered with XREAL to launch the XREAL AURA glasses powered by Android XR.

    #Product updates#Google#Open-source ecosystem

  7. English text is being prepared.Product release
    AI score58

    XREAL Aura Launches: The First AR Glasses Powered by Android XR, Starting at $1,099 for a Limited Time

    XREAL has officially launched the XREAL Aura, AR glasses powered by Google's Android XR operating system. The first batch of orders will ship in mid-November, with the initial launch covering the United States, Canada, Japan, and South Korea. Under the limited-time offer, the 12GB+256GB version is priced at $1,099 (regular price $1,279), and the 16GB+512GB version is priced at $1,299 (regular price $1,499). The product adopts a split architecture, with the frame weight kept under 95 grams, a 70-degree field of view, dual Sony Micro-OLED displays with a per-eye resolution of 1920×1200 and a maximum refresh rate of 120Hz, and it comes pre-installed with more than 150 XR-optimized apps.

    Same story · 4 reports

    #Product updates#English text is being prepared.#Google

  8. English text is being prepared.Product release
    AI score66

    Tripo AI Releases Real-Time Generative Renderer EdenLive and Open-Sources It

    Tripo AI has launched EdenLive, a real-time generative renderer dedicated to interactive scenes, as part of its interactive environment world model Project Eden, and it is now open-sourced to developers. EdenLive decouples scene evolution logic from visual rendering; rendering can be started with just a 2D/3D scene or reference video, a target first frame, and text instructions, and it supports both 480p and 720p resolutions; the 5-billion-parameter version can achieve real-time generation at over 24 frames per second at 720p on a single consumer-grade RTX 5090. The open-source release includes the 5-billion and 14-billion parameter model weights, real-time video generation code, the EdenGolem v0.1 skill for converting text into simple games, and a complete prompt-to-game front-end toolchain; the code is released on GitHub under the Apache 2.0 license, and the weights are available on Hugging Face.

    #Model releases#Open-source ecosystem#Video

  9. Intelligent Manufacturing NetworkProduct release
    AI score58

    Xiaomi Unveils New-Generation Bionic Hand: 21 Degrees of Freedom Derived from 1,827 Factory SOPs

    Xiaomi has announced core information about its new-generation bionic hand, including 21 degrees of freedom, hybrid drive with 26 motors, and 1,500-point full-palm tactile sensing. The 21 degrees of freedom come from motion-capture data of 1,827 of the 2,579 standard operating procedures at Xiaomi's automobile factory; simulations show that the average stable grasp success rate at the 17-to-21 degrees-of-freedom tier is 15% to 38% higher than at the 6-to-15 tier, with gains slowing beyond 23. The palm primarily uses tendon-driven actuation plus 5 direct-drive degrees of freedom, weighs 324 grams, and can consume over 100W per hand under harsh operating conditions; there is currently no timeline for mass production, cost, or external supply.

    Same story · 2 reports

    #Product updates#Embodied AI#English text is being prepared.

  10. The New StackProduct release
    AI score74

    GitHub releases Copilot Fusion model selection and orchestration system

    GitHub released Copilot Fusion at the Universe conference; the system automatically selects and orchestrates the models used for coding tasks, and it is now generally available. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, less than 2 points behind Claude Code using Opus 5.5 Max, while its average API cost is about half of the latter and its time per task is about 40% lower. Developers only need to choose among three investment levels—Fusion Standard, High, and Max—and enterprise administrators can restrict which models are available and set whether it is the default.

    Same story · 6 reports

    #Product updates#Agents#English text is being prepared.

  11. The New StackProduct release
    AI score75

    Google Opens Android Development Tools to Third-Party Agents Such as Claude Code and Codex

    At the Android Dev Summit, Google announced that Android Studio and the Android CLI are open to third-party coding agents. Bring Your Own Agent now supports more than 40 agents that follow the Agent Client Protocol, including Claude Agent, Codex, and Google's own Antigravity, and has become stable in Android Studio Rabbit 2. The new android preview command lets agents render Jetpack Compose previews in the terminal; Google says it completes UI tasks 77% faster and reduces token usage by up to three times, but did not explain how this was measured. Meanwhile, android device remote lets agents access physical devices in Google's lab. In the demo, Claude Code used LeakCanary to troubleshoot a memory leak and then fixed and retested it on its own; Google says such investigations are nearly twice as fast and use up to 25% fewer tokens. Google also launched Android Bench 2.0 to evaluate how models and agents perform on complex Android tasks.

    #Product updates#Agents#English text is being prepared.

  12. The New StackProduct release
    AI score60

    Anthropic discloses Claude Duet's priority scoring and independent intent verification mechanisms

    Anthropic told The New Stack that Claude Duet is powered by Claude Opus 5.5, can monitor connected applications and handle tasks in the background, and that the company uses an internal scorer to evaluate offline whether its task priority judgments are correct. Anthropic said urgency itself is a subjective judgment, that building evaluations for urgency is imperfect but very helpful, and acknowledged that Duet may misread conversations or misjudge urgency. When performing actions, Duet has a separate set of automated checks extended from the Claude Code auto mode classifier, running independently of the model executing the task, to determine whether actions match user intent; official materials do not state how reliably these checks block out-of-bounds actions, and during the research preview users cannot view or take over each step of its operations in the cloud browser.

    #Product updates#Agents#Anthropic

  13. The New StackProduct release
    AI score63

    Microsoft Opens Copilot Agent Harness Public Preview via Foundry

    Microsoft has opened the GitHub Copilot agent harness public preview through the Foundry Agent Service in Microsoft Foundry, offering built-in sandboxes, reusable skills, MCP integration, and sub-agent support; the same harness already supports Copilot Code, Copilot Studio, GitHub Copilot, CLI, and VS Code. When creating a prompt agent, this harness must be selected and cannot be changed afterward; CPU, memory, and idle duration are controlled by Microsoft, and bring-your-own-model is not supported. The service is free until December 1, 2026, after which it is billed at $0.0994 per vCPU hour and $0.0118 per GiB hour, with model inference and some tools billed separately.

    #Product updates#Agents#English text is being prepared.

  14. ThurrottProduct release
    AI score58

    Google Gemini now supports editing AI-generated files within the chat window

    Google Gemini now allows users to generate and edit documents within the chat window; they can expand to a full-screen view for manual edits, or return to the conversation and let Gemini continue making adjustments. Chat-window editing for documents, PDFs, presentations, and spreadsheets is now available on the web and mobile, while editing for Google Docs, Google Sheets, Markdown, TXT, slides, and code is available only in the Gemini web app. Google also announced that Gemini can generate PDF study guides from handwritten notes and preview and edit them within the chat window; this feature is available to users of all languages in regions where the Gemini app is available.

    Same story · 2 reports

    #Product updates#Google

  15. 9to5GoogleProduct release
    AI score55

    Google Launches Connected Apps Platform, Letting Developers Connect Apps to Gemini and Search

    Google announced the launch of the Connected Apps Platform, allowing more app developers to connect their capabilities directly to Gemini and Search. Currently, there are more than 50 third-party Connected Apps in the Gemini app, including Adobe, Dropbox, Instacart, OpenTable, Ticketmaster, and others, and Google also announced that the Calm integration will launch in the coming weeks. Developers need a cloud-hosted MCP server or an Android MCP based on the AppFunctions API, and then register, test, and submit their apps through the new Google Connected Console, where they can view traffic, latency, and error rates.

    #Product updates#English text is being prepared.#Google

  16. 9to5GoogleProduct release
    AI score51

    Gemini app update: new design rolls out to all Android devices, supports generating and editing files within conversations

    The Gemini app update pushes the latest interface design to all Android devices, while also supporting generating, previewing and editing files directly within conversations. Users can create text documents, presentations and spreadsheets, preview them in chat and then edit directly or have Gemini adjust the tone and structure, before opening Google Slides or exporting as PPTX or PDF. PDF preview and editing are available on gemini.google.com and mobile, while Google Docs, Sheets, Slides, Markdown, TXT and code files are limited to the web; file creation and editing have been opened to users of all languages covered by the Gemini app.

    Same story · 7 reports

    #Product updates#Google

  17. 9to5MacProduct release
    AI score60

    OpenAI Brings ChatGPT dot to iMessage and RCS

    OpenAI has expanded access to the ChatGPT dot agent to iMessage and RCS; previously, the feature was only available within Slack or the ChatGPT app. Users can assign it tasks via text, photos, or voice messages, and it will proactively send messages to report progress; setup is done by selecting Texting in dot's profile, and it does not allow dot or OpenAI to access other text message conversations.

    Same story · 4 reports

    #Product updates#Agents#OpenAI

  18. MacRumors Apple IntelligenceProduct release
    AI score52

    How macOS Redesigned Interface Controls for the New MacBook Pro's Touchscreen

    Apple released the new MacBook Pro with a PROLED XDR display, its first Mac to support touch, and macOS has adjusted interface controls for finger input. When a finger moves over a menu bar item, that item enlarges; the window's red-yellow-green buttons also grow larger when touched, and swiping up from the bottom of the screen brings up the hidden Dock. The former notch area has been changed to the Dynamic Island, which hosts Spotlight, Live Activities, and Siri AI, and can be pulled down to expand into a floating window. Apple says macOS automatically converts touch into clicks, and many existing apps can be used with touch without developer updates. The 14-inch model starts at $2,899, and the 16-inch at $3,399, with official sales beginning on November 6.

    Same story · 3 reports

    #Product updates#English text is being prepared.

  19. ComputerworldProduct release
    AI score60

    Apple updates M6 iMac, 14-inch MacBook Pro and Creator Studio

    Apple has equipped the 14-inch MacBook Pro and iMac with the M6 chip; the former features a 12-core CPU, 12-core GPU and dual 16-core Neural Engine, delivers up to 24 hours of battery life, and offers 30% better graphics performance than the previous generation; the iMac's graphics performance is twice that of the M4 version. The Creator Studio suite will be updated in November: Final Cut Pro adds the MotionVFX effects library and Pixelmator Pro editing features, Logic Pro enhances Stem Splitter and introduces an intelligent assistant powered by a combination of Apple's in-house models and OpenAI, Pixelmator Pro adds natural-language Generate Fill, and Keynote, Pages and Numbers add, in beta form, an assistant that understands document context and MCP support. Both Macs open for pre-order on October 28 and arrive in stores on November 6, with the iMac starting at $1,499.

    #Product updates#English text is being prepared.#OpenAI

  20. ComputerworldProduct release
    AI score52

    Opera launches WebAI local model preview in Opera One

    Opera has begun supporting the WebAI standard in Opera One as an optional preview, allowing websites and browser extensions to call AI models running locally in the browser for text generation and content classification. The preview supports 64-bit Windows PCs with Intel or AMD processors and Apple silicon Macs; Windows on Arm is not yet supported. Models are downloaded only after the user enables them, and permissions can be granted on a per-site basis. Opera says it already supports Google Gemma and, on compatible Macs, Apple's on-device foundation models, with models optimized for different devices to be added later.

    Same story · 5 reports

    #Product updates#English text is being prepared.#English text is being prepared.