Hosts: Lenar Kess, Damra Vol. Anthropic took computer use, Skills, and Files to general availability on the same day two conference talks argued that an agent's authority has to be enforced somewhere the model can't reach. Meanwhile a published Claude artifact showed up in Google results as a fake install page, and the revenue number behind a rumored IPO got picked apart in public.Claude Developers on the GA release — computer use, the browser tool, the Skills API, and the Files API all generally available, plus a toolset dated the first of August that batches click, type, key, and screenshot into one turn. Anthropic's own early-access figure is twenty to forty percent fewer round trips.A single unconfirmed r/ClaudeAI post describing a macOS infostealer reached through a search result that was a published artifact on Anthropic's own domain. One post, zero votes, no forensic writeup — but the structural part is checkable.Sarthak Aggarwal's sixteen-minute talk on planner-executor separation, scoped tokens bound to actor and expiry, and the number nobody publishes: revocation latency.Docker's portable-runtime talk — micro-VMs, stubbed credentials, network policy from outside, capabilities composed just-in-time over MCP.Payman Connect gives an agent bank access, and Yohei Nakajima asked the obvious question the same afternoon.The AI Daily Brief on the Bloomberg IPO report, Dylan Patel's methodology objection to the sixty-five billion ARR figure, and the super-voting share structure.DeepSeek-V4-Flash-Vision-Exp went API-only, alongside a harness where the control loop itself is a plugin. Fireship's single run is the only cost anchor: twenty-nine minutes, 2.6 million output tokens, thirty dollars.Dan Bjornn on the calcification tax — why Lease End tore out a fine-tuned model that made twelve million dollars in a year.
