Descriptions:
Anthropic launched Claude Co-work in January 2026, a Mac-only product that gives Claude access to local folders and lets it take direct actions on a computer—designed for non-developers who want the power of Claude Code without the terminal interface. Matt Wolfe covers the launch details (initially restricted to the $100/month Max plan, since expanded to the $20/month Pro plan) and then runs a live test on his own downloads folder to see what it actually does.
The test is concrete and measurable: Claude Co-work scans 270 items, proposes an organization scheme across 10 new folders with specific naming conventions, flags 35 GB of old installers as candidates for deletion, and identifies 15 duplicate file sets—then executes the full plan after a single user approval. Wolfe also tests Gmail’s new Personal Intelligence feature, which connects to Google Photos, Calendar, and inbox to answer personal queries. In a striking demonstration, it successfully locates license plate numbers from photos taken years ago in an old Google account, requiring Wolfe to blur significant portions of his screen.
The episode also covers Google’s VO3.1 video model improvements, which now generate richer dialogue and storytelling from short prompts. Together the updates illustrate an accelerating race between Anthropic and Google to embed agentic AI into everyday computer and productivity workflows—and give a grounded, unscripted sense of what these tools actually do when handed real tasks rather than curated demo scenarios.
📺 Source: Matt Wolfe · Published January 17, 2026
🏷️ Format: News Analysis
