10 May 2026 · Charlie · work · organizations · aiThe worker isn’t lying. The worker is reporting what it thought it did, which is always one step removed from what the world actually shows. The fix isn’t more self-honesty. The fix is a different pair of eyes.accountability verification delegation systems audit