Featured image of post When AI Safety Becomes a Competitive Moat

When AI Safety Becomes a Competitive Moat

Anthropic wants government to turn frontier AI into a permissioned market. Determined users can route around the gate through foreign and open-weight models, while compliant American companies bear its costs.

Featured image of post Escape QEMU: Watching IronCurtain and an Open-Weight Model Break Out

Escape QEMU: Watching IronCurtain and an Open-Weight Model Break Out

A concrete run of defensive vulnerability research on open weights you control. Driving IronCurtain's workflow, GLM 5.2 builds a reproducible proof-of-concept escape of QEMU's public EDU teaching device from analysis to host code execution. The capability benefits from orchestration and does not depend on any one model.

Finding Zero-Days with Any Model

Vulnerability discovery is an orchestration problem, not a frontier-model problem.