If You're Still Learning Generative AI, Read This First  A friend messaged me last month, three weeks into "learning AI" and a little proud of himself. He could explain self-attention. He'd watched the whole video series. Then he asked why his script kept returning the model's answer wrapped in a paragraph of apology instead of the JSON he'd asked for. That's the gap I want to talk about....