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Friday74 items

  1. cnBetaProduct release
    AI score58

    Microsoft tests Windows 11 AI memory tool Project Pantheon

    Microsoft is testing a built-in Windows 11 AI memory tool, Project Pantheon, through an undisclosed store page. It currently appears under the name Context Vault, allowing users to proactively save web pages, files, screenshots, text, and audio/video materials, then use AI to search, ask questions, and summarize. The app is deeply integrated into the system, enabling content to be saved directly from browser extensions, the File Explorer share menu, the clipboard, the Snipping Tool, and Click to Do, and it can share context with third-party AI tools such as Claude and Cursor through an MCP server. Unlike Recall, which continuously takes screenshots, it emphasizes letting users proactively decide which information to save. Microsoft has not yet announced a release date or final name.

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

  2. TechCrunch AIProduct release
    AI score73

    OpenAI Opens Decisions API to All, Competing with TypeSafe's Jev for the Decision Model Market

    OpenAI opened the Decisions API to all customers on Thursday; the product was announced at the September 29 Developer Day and is based on a reconfigured ChatGPT Luna to speed up inference and reduce costs. Nikunj Handa, OpenAI's head of API product, said latency has been cut from 1 to 3 seconds to 100, 120, and 180 milliseconds; the public version adds voice and vision modalities and deploys inference resources by region to reduce latency. In early trials at Box, Datadog, Ramp, and Speak, Speak cut the action interval from 1.4 seconds to 0.13 seconds; on the AIM System One Index and the Artificial Analysis Decision Index, OpenAI's decision model ranks eighth and fourteenth, respectively, trailing Liquid's D1 Ultra and Base Lab's Elephant-1.

    Same story · 7 reports

    #Product updates#OpenAI#Reasoning

  3. Amazon ScienceFirst-partyProduct release
    AI score55

    Amazon releases TorchNeuron: a PyTorch backend for AWS Trainium

    This week, Amazon announced the open-sourcing of TorchNeuron, a backend that converts PyTorch code into operations executable on AWS Trainium; PyTorch code already running on other accelerators can be migrated with almost no changes. It offers an optional adaptive eager mode that groups operations for compilation and caches NEFF at multiple levels, cutting the time to the first training step by about one-third in cross-accelerator large language model tests. The team also used an AI agent to scan Hugging Face repositories, selecting 841 representative models and tens of thousands of tensor shapes to build a tiered testing process.

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

  4. Testing CatalogProduct release
    AI score55

    HUD launches DataVendor public beta, allowing companies to sell private data to AI labs

    HUD has launched the DataVendor public beta, a marketplace that lets companies sell private data to AI labs for model training and evaluation. Labs can purchase materials that are not available on the public internet, such as production codebases with years of Git history, and inspect their quality without viewing the raw files. Public repositories cannot be listed or priced because models have already been trained on them; every listing undergoes an automated scan before going live to check for leaked keys and personal data; for task sets, buyers can first run a random task in their own HUD workspace before deciding whether to purchase the entire set.

    Quoted postDataVendor · @datavendor_ai

    We're announcing the public beta of https://t.co/YgMb6QF79k We spent the last two years building the best solution for people buying and selling data, whether you're a researcher in a lab or a company trying to sell data. Data is the fundamental bottleneck for AI progress, and DataVendor will be the infra that solves it.

    Same story · 2 reports

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

  5. TypeSafe AIFirst-partyProduct release
    AI score55

    Composio Launches Firewall to Provide a Runtime Boundary for Agents

    Composio has released Composio Firewall, which provides a runtime boundary for agents and evaluates every action an agent takes. The firewall uses Jev and a custom SLM tuned by Composio on real usage data, and checks both the actions the agent performs and the information returned to the agent, in order to verify whether the agent follows user intent and the boundaries set by developers, and to defend against attacks such as malicious prompt injection. Composio Firewall is now available to all Composio developers.

    Quoted postKaran Vaidya · @KaranVaidya6

    Agents have a trust problem. Today’s models can do most work. What they need is the right boundaries. In traditional software, those were set at build time. With agents, they have to be set and enforced at runtime. Today we’re introducing Composio Firewall, the runtime boundary for agents. Millions of users and developers already use Composio as the runtime for their agents - giving agents tools, auth, and sandboxed execution. Now with our agent firewall every action an agent takes is evaluated using Jev and custom SLMs tuned by Composio based on real-world usage data. The firewall strengthens that existing boundary in both directions, checking the actions agents take and the information coming back to them through Composio. The advantage of the runtime boundary is that Composio Firewall verifies that the agent respects user intent and the boundaries set by the developer and user. Additionally, this provides the safety layer required to protect the user against malicious prompt injection as well as other attacks. Composio Firewall is live now for all Composio developers. Check it out at https://t.co/5xMyMw6MeD

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

  6. cnBetaProduct release
    AI score65

    Microsoft expands the Project Perception security system, launching dynamic permissions and Guardian Agents for enterprise agents

    Hayete Gallot, Executive Vice President of Microsoft's Security business, said in a post that advanced AI models cannot be considered fully trustworthy regardless of which vendor they come from, and introduced the concept of "Agentic Insider" threats. To address this, Microsoft is expanding the Project Perception security system, launching dynamic permission management, dynamic agent risk assessment, and monitoring agents called Guardian Agents, so that AI is responsible for understanding tasks and proposing plans, while a system independent of the model decides what it can access and what actions it can execute. Microsoft also plans to integrate these capabilities with Microsoft Agent 365, and the number of locally recognized agent types will increase to 60, including Claude Code, Codex, and GitHub Copilot.

    #Safety / alignment#Agents#Microsoft

  7. TechCrunch AIProduct release
    AI score63

    1Password launches 1Password for Agents, letting AI agents log in on users' behalf without touching passwords

    1Password on Thursday launched 1Password for Agents, which lets users authorize AI agents to log in to their personal accounts on their behalf, with the agent never touching the user's credentials throughout the process. The platform establishes communication among the agent, the user, and the password manager: when an agent initiates a login, it sends a unique digital key to 1Password to confirm its identity; after the user receives a notification and personally confirms, 1Password fills in the credentials on the user's behalf to complete the login. Users can choose agents from Anthropic's Claude Duet, OpenAI's Dots or ChatGPT Work, Grok Bot, Meta's Muse, and Town; 1Password says it is working with other companies to expand the service.

    Same story · 13 reports

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

  8. MarkTechPostProduct release
    AI score52

    Liquid AI releases real-time inference engine RIPL, with end-to-end latency below 50 ms

    Liquid AI has released the real-time inference engine RIPL (Real-time Inference Pipeline), used to serve the LFM2.5 series models (230M to 2.6B parameters) in real-time request paths, generating end-to-end responses in under 50 ms. According to Liquid AI's own benchmark data, on a single B200 its p95 latency is 5.6 to 28.4 times lower than that of Qwen3.5 running on vLLM, with LFM2.5-1.2B at 155.8 ms and Qwen3.5-0.8B at 4431 ms. The engine is aimed only at enterprise deployments and supports NVIDIA H100, H200, B200 and RTX PRO 6000; Shopify already runs LFM in search scenarios with inference latency below 20 ms.

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

  9. Rohan PaulProduct release
    AI score55

    HUD launches DataVendor data marketplace, where AI labs can buy private data at listed prices

    HUD releases the public beta of DataVendor, an online marketplace that lets companies sell private data to AI labs; labs can browse data, view automated quality results, try samples, and purchase at listed prices. The marketplace does not include or price public code repositories, because frontier models have already been trained on that code; buyers can see quality results and a desensitized file tree, and can randomly run 1 task from the task set within their own HUD workspace. Previously, labs procuring private data for RL environments typically had to go through intermediaries, NDAs, and weeks of testing.

    Quoted postDataVendor · @datavendor_ai

    We're announcing the public beta of https://t.co/YgMb6QF79k We spent the last two years building the best solution for people buying and selling data, whether you're a researcher in a lab or a company trying to sell data. Data is the fundamental bottleneck for AI progress, and DataVendor will be the infra that solves it.

    Same story · 2 reports

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

  10. ZhidxProduct release
    AI score79

    Anthropic Launches Personal AI Agent Claude Duet

    Anthropic has launched Claude Duet, a personal AI agent app built on Claude Opus 5.5 that can proactively identify pending tasks and continuously execute them even when the user has not given instructions. It can call on more than 6,000 connectors and plugins in the Claude Marketplace, covering scenarios such as financial analysis, recruitment management, customer communication, and payroll processing, and it has its own virtual machine and browser, so tasks can continue even after the user turns off their device. The app is currently available as standalone iOS, Android, and web apps, with the first batch of research preview waitlist applications open to Pro and Max subscribers in the United States; when it involves sending messages, making payments, signing, or deleting content, user confirmation is required, and securities trading and transfers of funds between accounts will not be executed even if approved.

    Same story · 44 reports

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

  11. Unite.AIProduct release
    AI score61

    NVIDIA Releases Minerva AIOps Platform for AI Factory Observability

    On October 22, NVIDIA released Minerva, an AIOps platform for AI factories that integrates telemetry data from infrastructure and AI workloads, using purpose-built AI models to turn data into actionable insights. The platform builds a dynamic knowledge graph that maps GPUs, SuperNICs, switches and cables along with the jobs running on them, and can merge a large number of related events into a single event with a probable root cause. Minerva includes a multi-agent AI assistant named Sherlock and provides an MCP server, supporting troubleshooting through natural language; IREN, Bitdeer AI and others are already using it, and Dell, Lenovo and Supermicro will incorporate it into their AI factory operations product portfolios.

    Same story · 2 reports

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

  12. Unite.AIProduct release
    AI score61

    Cohere launches confidential computing public beta on Model Vault

    On October 22, Cohere announced that the confidential computing feature of Cohere Model Vault has entered public beta, running on NVIDIA H100 GPUs on Microsoft Azure, targeting enterprises that handle sensitive data such as clinical records, financial information, privileged documents, and proprietary source code. Through encrypted request paths, remote attestation, and client-side verification, the feature prevents operators at Azure, NVIDIA, and Cohere itself from reading the memory of protected workloads. Cohere also stated that physical and side-channel attacks, availability, prompt injection, and other application-layer risks, as well as metadata such as message size and timing, are outside the scope of protection, and it plans to open-source the confidential inference stack.

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

  13. 9to5MacProduct release
    AI score58

    1Password Launches 1Password for Agents, Letting AI Agents Use Login Credentials Securely

    1Password has released the 1Password for Agents platform, enabling AI agents to complete operations requiring login credentials without viewing users' passwords. The platform initially supports Meta's Muse and SpaceXSI's Grok Bot, and says it will later integrate more partners including OpenAI and Anthropic. 1Password says the platform can connect to a user's single or multiple personal agents, with credentials and keys managed by 1Password.

    Same story · 13 reports

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

  14. 9to5MacProduct release
    AI score59

    Apple adds Intelligent Assistant and other AI features to Pages, Keynote, and Numbers

    Apple has rolled out an AI update for its iWork suite—Pages, Keynote, and Numbers—adding an Intelligent Assistant, currently available as a beta in US English and requiring iOS 27 or later. The assistant can understand the current document and supports drafting content in natural language, adjusting tone, and generating slides, speaker notes, images, and shapes; in Numbers it can generate tables, offer chart suggestions, and help write formulas, and it can also retrieve the latest information and write it into documents. Keynote also adds an open file format, Interchange Format (.keyx), that can be imported and exported. After updating all iWork apps, the author had not yet seen the assistant and speculates that a server-side component may be awaiting activation.

    #Product updates#Agents#OpenAI

  15. AI BusinessProduct release
    AI score65

    Anthropic Launches Personal Agent Claude Duet, but Enterprises Remain Wary of Adoption

    This week, Anthropic released Claude Duet, a personal agent app, as a research preview. Built on Claude Opus 5.5, it can continue completing tasks after the user steps away and seeks confirmation before acting on the user's behalf. The app targets professionals and small business owners, offering standalone iOS and Android apps as well as a Claude.ai web version, and is included in Pro and Max subscriptions. A Forrester analyst said Duet's distinguishing feature is the restraint it introduces: built-in classifiers and safety prompts block requests to share sensitive information such as credit card numbers and government IDs, and restrict securities trading and transfers between accounts. A GAI Insights analyst said B2B customers may not deploy Duet for months or even years, and many enterprises have yet to enable even Claude Cowork, which was released in January.

    Same story · 44 reports

    #Product updates#Agents#Anthropic

  16. AWS Machine LearningFirst-partyProduct release
    AI score56

    Amazon SageMaker AI launches Training Sessions API, enabling custom training loops without managing GPUs

    Amazon SageMaker AI has added a Training Sessions API to serverless model customization, turning operations such as forward_backward(), optim_step(), and sample() into API calls. The model stays loaded on the GPU, and users only need to write the training loop in a local Python process, while GPU allocation, distributed execution, fault recovery, and checkpoint storage are handled by the service. The API is billed by tokens processed, and steps such as local reward computation do not count toward GPU time. The accompanying cookbook provides SFT and RL recipes; in the example, the GRPO loop for GPT-OSS 20B trains for 10 steps on GSM8K, raising held-out set accuracy from 56% to 75%; the Code RL recipe raises test accuracy from 40% to 50.5% after 50 training steps.

    SageMaker Python SDK client hierarchy: ServiceClient creates a TrainingClient, which in turn creates a SamplingClient

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

  17. AWS Machine LearningFirst-partyProduct release
    AI score61

    AWS launches training sessions GA for SageMaker AI serverless model customization

    AWS announced that training sessions for SageMaker AI serverless model customization are generally available; users can write and orchestrate their own training loops, including custom loss functions and reward signals, while SageMaker AI handles GPU allocation, distributed execution, fault recovery, and checkpoint storage. The feature supports SFT, DPO, RLVR, RLAIF, and multi-turn RL, with a choice of LoRA or full fine-tuning, and currently supports gpt-oss-20b, gemma-4-31B-it, Qwen3.6-27B, and Qwen3.8-27B. Billing is per token processed by SageMaker AI, billing stops when the reward function scores in the user's environment, and no reserved capacity is required.

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

  18. The DecoderProduct release
    AI score69

    Google launches Agent Compute Engine, allocating a hardware-isolated microVM to each Gemini agent

    Google announced Agent Compute Engine, which provides each AI agent with an independently isolated virtual machine. The service already powers Gemini and will open in preview over the coming months. Each agent runs in a microVM protected by Google Titanium chips, automatically suspends when idle to free up machines, and shared memory between virtual machines lowers per-machine costs. Google says its open-source Kubernetes runtime Agent Substrate can host ten times as many agents on a single server, and in a test with 200,000 agents, suspend and resume took under 500 milliseconds. It also adds token tracking, model routing, and support for third-party identity providers such as Ping Identity and SailPoint; these controls will extend to Cloud Run, GKE, and managed endpoints.

    Same story · 6 reports

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

  19. David SingletonProduct release
    AI score59

    Muse integrates 1Password; agent logins require user approval each time

    Muse announced that it will integrate 1Password directly into its product; users must approve each login themselves, and passwords remain stored in their own vaults. The feature will roll out across all platforms over the coming days. 1Password released the 1Password for Agents platform the same day: when an agent encounters a login form, it requests credentials from the password vault, and after the user approves, 1Password autofills directly, so the agent cannot see or hold the credentials. The feature is free and optional for individual and family accounts; when the connector is not enabled, agents cannot access the password vault.

    Quoted post1Password · @1Password

    Today we announce 1Password for Agents platform, building with companies @Muse, SpaceX Super Intelligence Grok @Bot, @AnthropicAI’s @Claudeai, @OpenAI, @TownAI, @Browserbase, @Browser_use, @heydana_ai, Instinct, @usekernel, @Perplexity_ai, @tryramp, @Tomo, and @wajo_ai, with more integrations on the way. 🎉 We've heard from so many of our customers who want to use these new personal AI agents to help them get more done, but want more control over what the agent can access with the same trust and ease of use they get when using 1Password directly. 1Password for Agents gives your agents access without giving up your passwords. When an agent reaches a sign-in form, it requests a credential from your vault. If you approve the request, 1Password directly auto-fills the credential in the destination site so the agent can’t see or take possession of the credentials. The agent gets the task done, but it doesn’t get your passwords.. You stay in control. 1Password for Agents free and optional for personal and family accounts. Unless you opt-in to an agent connector, agents cannot touch your vault. ➡️Learn more: https://t.co/KxDcCum2iE

    Same story · 13 reports

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

  20. Testing CatalogProduct release
    AI score62

    Google Cloud launches Agent Compute Engine, providing dedicated VMs for AI agents

    At AGNTCon + MCPCon, Google Cloud announced the launch of Agent Compute Engine (ACE), a VM type built specifically for AI agents and aimed at large-scale operation scenarios. The system comprises four components—Agent Gateway, Agent Registry, Agent Identity, and Agent Observability—and also expands Gemini's capabilities for enterprise agent governance.

    Quoted postGoogle Cloud · @googlecloud

    Announced at AGNTCon + MCPCon: the new Agent Compute Engine plus expanded Gemini for business agent governance deliver the control you need to run, govern, and scale your agents. Learn more about Agent Compute Engine and expanded agent governance → https://t.co/z1fW5Mxs0I https://t.co/TTUmhe98Yt

    Same story · 6 reports

    #Product updates#Agents#Google