Capability benchmarks may become less meaningful once agents operate across long execution horizons with external tools and permissions. The governance problem

Capability benchmarks may become less meaningful once agents operate across long execution horizons with external tools and permissions. The governance problem starts shifting toward execution boundaries and observability.