Ai-Safety

2026

pi-bench

Composed-defense benchmark for prompt injection that grades entire defense stacks on attack success rate, false positives, latency, and cost.

The Coming Wave — a working engineer's review

Mustafa Suleyman's framing of containment is the right one for people who actually ship AI in regulated industries. Plus, a formal sketch of why oversight has to scale faster than capability.