Capability-Leap
2 practitioners working with Capability-Leap:
2026-03-30: permanent adversary, voice sovereignty, persistent memory
Microsoft open-sourced frontier voice. Carlini says Claude beats him at security. agent memory got compressed 10x. the permanent adversary is here.
the permanent adversary: when security research becomes autonomous
Nicolas Carlini says Claude beats him at security research. a 67K-citation expert just announced his field's obsolescence. the threat model changed overnight.