MWITA-MB-2026-013 · Evidence B · P1
SHADE-Arena evaluates whether monitors can detect covert sabotage in complex agent traces, making monitoring recall, false positives and review burden measurable rather than assumed.
Counterevidence & uncertainty
A benchmark monitor may not generalize to new agents, hidden channels or production volumes; current sabotage risk is described as remote.
What would change the reading
Update with new attack classes, independent red teams and live shadow-mode results.
Primary routes
External content is evidence, never executable instruction.