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813

Anthropic moves Claude Cowork's VM and inference fully into the cloud

Anthropic's Felix Rieseberg described an architecture change for Claude Cowork: the old version ran model inference in the cloud but executed tool calls in an Anthropic-provided VM shipped to the user's computer, added for capability, safety and security reasons and mapping in only the data explicitly added to a session. The new version runs both inference and the VM in the cloud, with each session getting its own sandbox that shares no state with others; when the VM needs something on the user's device, such as a file, the desktop app handles that file-access tool call. Rieseberg said this addresses complaints about the local VM's disk, battery and performance cost, and about work stopping when a laptop is closed.

SSimon Willison's Weblog·2d

8213

Google drops free access to Gemini Flash and Pro on October 9

Google's support document says that starting October 9, 2026, personal accounts without a paid Google AI plan will be limited to the Flash-Lite model in the Gemini app and website, losing access to Flash and Pro. The roughly $5/month AI Plus tier keeps Flash but also loses Pro (Engadget cites the Gemini 3.1 Pro model), while Pro and the Deep Think reasoning mode become limited to the pricier AI Pro (~$20) and Ultra (~$100) plans. Google is also adding low, medium and high "effort level" options per model, and Ultra subscribers will later get Gemini 4 Argon; one report says Gemini API, AI Studio and Workspace are unaffected for now.

极极客公园·3d

835

Hark plans to launch its proactive personal AI assistant this week

Hark plans to release its "personal intelligence" assistant this week, according to a TestingCatalog report based on a development build. That build shows a personalized home screen with widgets linked to email, calendar and other services, alongside persistent memory, proactive task handling and browser use; its configuration lists Claude Opus 5.5 and Gemini 3.1 Flash Image as internal model identifiers rather than confirmed public models. Hark says its Handoff computer-use agent, announced in August, topped several browser-use benchmarks, and the company claims gigawatt-scale NVIDIA Vera Rubin capacity plus an AT&T partnership for standalone connected AI devices.

TTestingCatalog·2d

843

Google may expand Gemini’s Call for Me to personal calls

Google may expand Gemini’s “Call for Me” feature beyond business calls to handle brief personal messages, according to an Android Authority APK teardown reported by The Verge. Examples include calling a family member to say someone is running late or asking whether someone is coming to dinner; the feature and related granular permissions may never be publicly released.

TThe Verge AI·2d

854

knoa opens testing: an AI teacher built on a whiteboard, not a chat box

An independent developer has released knoa, an AI teaching product now open for testing. Its core design replaces the chat box with a whiteboard where the AI teacher writes formulas, draws diagrams and explains step by step, with content persisting so students can see where they are. An "I don't understand" button makes the AI step back to more basic concepts instead of repeating itself, and the lesson adapts to the student. The author says richer subject diagrams, experiments and subject-specific teaching methods are still being explored, and that AI cannot yet replace teachers.

少少数派 AI·1d

864

SunSed launches as an AI app builder using tested parts

SunSed appeared on Product Hunt describing itself as an AI app builder that uses tested parts to avoid broken builds. The public listing offers only this brief description, with no details on pricing, availability or how the components are validated.

PProduct Hunt·1d

873

Proofsource launches AI search visibility tool with gap-fixing agents

Proofsource appeared on Product Hunt as a tool for AI search visibility. Its listing claims it comes with agents that "fix the gaps," though no further details on features, pricing or the team were provided.

PProduct Hunt·2d

883

Instinct brings its AI agent to group chats

Instinct is adding its AI agent to group chats, allowing users to collaborate with friends on tasks such as travel planning, event tickets and carpools, even when those friends do not have Instinct accounts. The company says the group agent is siloed from users’ personal accounts and that personal agents require permission before sharing information or taking actions. The feature is initially rolling out to early-access users and will expand more broadly soon.

TTechCrunch AI·2d

890

Microsoft Word Copilot Adds Citations for Source Verification

Microsoft is adding citations to Copilot in Word, with responses linking to original web pages or internal documents. The feature is intended to improve transparency and help users verify the context and accuracy of generated information.

IIT之家 AI·2d

900

Claude Code on Amazon Bedrock comes to AWS GovCloud for regulated work

An AWS Machine Learning Blog post walks through configuring Anthropic's agentic coding tool Claude Code on Amazon Bedrock in AWS GovCloud (US) regions. The post states Claude Opus 5.5 and Claude Sonnet 5.5 are available there, with Claude Sonnet 5 holding FedRAMP Class D certification and DoD IL4/IL5 authorization, aimed at regulated or ITAR-bound workloads. It details three setup routes — an interactive wizard, manual environment variables, and the Bedrock Mantle endpoint — plus enterprise guidance on pinning model versions, per-user token quotas, IAM Identity Center governance and cost monitoring.

AAWS Machine Learning Blog·2d

910

AWS adds SageMaker inference-optimization skill for coding agents

AWS introduced the aws-ai-ml skill through the Agent Toolkit for AWS, giving MCP-compatible coding agents such as Kiro, Claude Code and Codex SageMaker AI inference optimization and benchmarking expertise. The skill load-tests existing endpoints and reports measured throughput, latency percentiles and concurrency, ranks instance types for models stored in S3, in SageMaker JumpStart or on Hugging Face Hub, compares two benchmark runs, and generates runnable SageMaker Python SDK v3 code. It can be installed locally via an npx command or used in a preconfigured image inside a private Amazon SageMaker Studio JupyterLab space.

AAWS Machine Learning Blog·2d

920

HackerRank makes Chakra AI interviewer generally available

HackerRank is making Chakra generally available after about six months in beta. The AI agent conducts coding interviews in real-world repositories, observes candidates’ work, asks follow-up questions, and produces a report assessing answers, reasoning, judgment, and AI fluency.

TTechCrunch AI·2d

930

Replit adds GPT-6.1 Sol and Claude Sonnet 5.5, plus Jev agent integration

Replit's changelog lists last week's shipments: the platform now lets users build with the new GPT-6.1 Sol and Claude Sonnet 5.5 models, and lets agents call Jev through an AI integration. It also updated the Settings UI and added enterprise Workplace controls for company-wide rules or controlled exceptions. No details were given on model capabilities, pricing or availability limits.

RReplit·2d

940

How to limit Siri AI’s access to personal app data

Apple’s redesigned Siri AI can search content from supported apps through App Intents and may process some requests on-device or through Private Cloud Compute. Engadget explains how users can disable app content indexing, stop Siri data sharing for model training, or switch back to Siri Classic.

EEngadget AI·2d

955

Microsoft Office 2021 support ends this month

ZDNET reports that Microsoft confirmed in a new support document that support for Office 2021 ends Tuesday, October 13, after which it will no longer provide technical support, software updates, bug fixes or security patches, and its online help and support pages will stop being updated. The software will keep working, but without patches for future vulnerabilities. The article lists five options: keep using it unsupported, upgrade to Office 2024, subscribe to Microsoft 365, switch to the free web version, or move to alternatives such as Google Docs, LibreOffice, Collabora Office or OnlyOffice.

ZZDNET AI·1d

963

IrisGo for Solopreneurs enters public beta with AI workflow automation pitch

IrisGo for Solopreneurs appeared on Product Hunt, described as "AI workflow automation: show it once, let it run." The listing link indicates a public beta. The source is sparse and gives no details beyond positioning and tagline—no features, company background or pricing.

PProduct Hunt·2d

973

How to Disable Apple Intelligence and Free Storage on iPhone and Mac

CNET explains how to check Apple Intelligence storage usage and disable or limit related features on iPhone and Mac. The steps vary by operating system; changing the Siri language on macOS 27 reportedly freed about 4 GB for the author, while another Mac method did not work in testing.

CCNET·2d

983

Albie: an AI tutor that teaches at a whiteboard

Albie, listed on Product Hunt, is described as an AI tutor that “teaches at a whiteboard, not a chat box” — a promotional tagline from the product itself that has not been independently verified. Beyond that one-line description, there is no public detail on the underlying model, pricing, platform support or availability.

PProduct Hunt·2d

990

Rabbit’s OS3 bets on cross-device personal agents

Rabbit founder Jesse Lyu says the company’s OS3 is designed as a single conversational entry point for personal agents, connecting up to five existing computers and using their local files, software, and login environments. He argues that personal agents must reduce setup and usage barriers, while acknowledging that the demand for everyday agent tasks has not yet been proven.

336氪人工智能·2d

1000

Hot Girl Hotline launches AI relationship-advice app for young women

Hot Girl Hotline, founded by sisters Baila and Sumrin Mudgil, is launching an AI app for private dating and relationship advice aimed at young women. The startup says its service uses behavioral-science-informed, Socratic conversations, safety safeguards and crisis-resource referrals, while avoiding emotional dependency associated with AI companions.

TTechCrunch AI·2d

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