Checking AI output is a cost, paid in time and effort, and most people leave it out of the calculation. A task you expected to finish in an hour can stretch into days of verification, iteration, and rework. Sometimes doing it yourself would have been faster.

Skipping the check is worse. Four of the world's largest consulting firms have published reports with fabricated citations and frameworks that never existed. In this video, you'll learn how to think about the cost of checking, how to slice tasks so it stays manageable, and what thorough verification actually looks like for text, code, and analysis.