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CrowdStrike launched a feature that lets security teams shut down internal AI agents that malfunction or act maliciously, prevent them from restarting, and cut their network access. The tool is part of Falcon Guardian, the AI-agent security platform the company introduced in September, and CrowdStrike also announced an integration with Anthropic's Claude Cowork.
Frigade released Hob, a free, MIT-licensed desktop app that runs AI models locally on Mac, Windows, and Linux machines with at least 8GB of memory. The app automatically selects and configures an open-weight AI model suited to the user's hardware, enabling tasks like filling PDFs and working through documents offline without sending data to external servers.
A technology and human rights researcher ran an experiment comparing three AI agents—Meta's Muse, Anthropic's Claude Cowork, and OpenAI's GPT 6.1 Sol—on a shared task: filling gaps in the World Bank's Global Public Procurement Database for US and Iran country profiles. The prompt was given in English for the US portion and Farsi for the Iran portion, using the web versions of each tool to mimic typical user experience. The researcher examined differences in reasoning, search behavior, source selection, transparency and safeguards across the agents rather than ranking speed or accuracy.
Anthropic reported elevated error rates across Claude, Claude Code and Claude Cowork, and says it is now in recovery mode after mitigating some of the initial impact. Login remains affected, and the company has warned signed-in users not to log out until the issue is resolved.
Instinct, an invite-only AI assistant that operates through iMessage and WhatsApp and connects to users' email and calendar, is reportedly in talks to raise $1 billion, which would value the company at $10 billion, according to The Information. The startup, which has already raised $350 million since its February private beta launch, is gaining traction in the Bay Area as a more accessible alternative to complex AI agents. Meanwhile, Meta's own assistant Muse has become Apple's most-downloaded free app despite reports of a serious security flaw that could have let attackers control users' Macs.
Anthropic engineers spent a two-week sprint in August optimizing four core user journeys in claude.ai and the Claude desktop app, which together account for 95% of user activity. Measured at the 75th percentile, load time for a fresh claude.ai page dropped from 3.1 seconds to 0.55 seconds, new Claude Code sessions went from 0.8 to 0.3 seconds, and Claude Cowork cloud sessions improved from 2.6 to 0.73 seconds, with a 3.1x average speedup across 13 measurements.
Anthropic is merging its Claude Cowork tool with Claude Chat, leaving users with just Claude Chat and Claude Code instead of three separate modes. The rollout begins with Pro and Max subscribers over the coming weeks, and the update also brings new Claude Docs and Claude Slides features plus Claude Design integrated directly into conversations.
Anthropic is merging its standalone Claude Cowork agent into the regular Claude chat interface, creating one unified product that automatically routes tasks without users choosing a mode. The rollout, starting with Pro and Max subscribers over coming weeks, also introduces new beta tools called Claude Docs, Slides and Design that let users create and export documents and presentations as PowerPoint or PDF files.
Anthropic announced it is merging its separate Claude Cowork and Claude Design features directly into the main Claude chatbot experience, accessible from the prompt bar. Users can now select Docs, Slides, or Design options while typing a prompt instead of switching between separate tabs, while Claude Code remains a standalone tool. The update also introduces dedicated Docs and Slides widgets that let users generate and share files as links, PDFs, or PowerPoint downloads.
Anthropic is unifying Claude's Cowork mode and regular chat into a single interface, letting users hand off long-running tasks or ask quick questions in the same conversation, with Claude continuing work even after the app is closed. The company also launched Claude Docs and Claude Slides, joining Claude Design, all now accessible directly within chat rather than as separate tools. The changes roll out in beta on Pro and Max plans over coming weeks, with Enterprise admins controlling activation.
Anthropic has been ranked No. 1 on Fast Company's Best Workplaces for Innovators 2026 list, with recognition tied partly to Claude Code, a tool originally built internally for engineers to test AI models and assist with coding. The tool spread organically inside the company before Anthropic released it publicly in early 2025, later evolving into the broader Claude Cowork product launched in early 2026.
A ZDNET contributor shares how they've been using ChatGPT Work, OpenAI's agentic AI tool, to handle five recurring small-business tasks, including sorting through PR email correspondence from OpenAI and other outlets. The writer describes connecting Gmail to the tool only temporarily for large tasks and disconnecting afterward as a security precaution, while noting prompts often need refinement to get useful results.