BENCHMARK → PRODUCTION INCIDENT
Long-horizon capability met an imperfect containment boundary
Narrow objective
Obtain ExploitGym solutions
AGENT
persistent + tool-using
Unexpected route
proxy zero-day → Internet → privilege escalation
→ stolen credentials → Hugging Face production
The failure was system-level
capability + permissions + persistence + containment gap