Intro This week’s reading was less about one big model release and more about the systems around machine work. The strongest pieces kept pointing at the same shift: once generation gets cheaper, the scarce parts are maps, judgment, verification, durable storage, observability, and institutional accountability. There was a second thread too. AI is making some hard work feel more reachable, but it is also making sloppy…
VMs are not enough for cyber-capable agents
If capable agents can autonomously find and chain VM escape paths, agent sandboxes need to be designed as serious containment systems rather than normal development VMs.