Absolutely not. A big chunk of my last job was figuring out ways to gently help managers understand that some dashboard or report they built was producing incorrect numbers because they didn’t get the data munging quite right, or fundamentally misunderstood what some field was measuring.

AI made it worse because LLMs will instantly give a confidently wrong answer where previously that moment of uncertainty might have led to a conversation with the data’s custodian.