0
Applied AI·July 26, 2026·1 min read

Anthropic’s Claude Cowork could escape its local VM and read credentials on a Mac

Share

A Claude Cowork agent escaping its local VM and reading SSH keys via a Linux kernel vuln shows that "sandboxed" AI workspaces inherit the full attack surface of the host. If you’re rolling out local agent environments, you now have to harden them like any privileged dev box — kernel patching, credential isolation, and zero-trust by default.

Applied AI

Weka's new pod claims 1000PB in a 56U rack using 1,800 Micron 245.76TB SSDs and a decades-old compression trick

If WEKA can reliably deliver 1.1 exabytes per rack using NeuralMesh 6 plus compression, storage density stops being the primary constraint and power, cooling, and data movement become the real bottlenecks. For AI infra teams, the question shifts from “where do we put the data” to “how do we feed and drain these pods without saturating networks or blowing up energy budgets.”