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Compute

That's how it ends up being The Homer.

Powell Motors built every feature Homer Simpson asked for, and it bankrupted the company. Your coding agent is just as skilled, and just as unscoped. Nobody decided when the work is finished.

ICL: The AI capability you're paying for and not using.

Your model can generate a photorealistic Elon Musk in a Carmen Miranda fruit hat. Ask it to forecast revenue and you get the four-quarter average. The expensive part is In-Context Learning. Guess what it avoids.