safety evaluation

RedEvoAgent shows agent red-teaming is becoming its own automation race

As agents gain tool access, safety testing has to become more dynamic. Static prompt tests cannot fully capture systems that plan over time, use tools, and accumulate context across attempts.

Why it matters: The danger is that better automated red teams can also resemble better automated attackers. Pagish will watch whether this research improves defensive evaluation pipelines and whether labs share enough methodology for the field to benefit safely.