Etched is a chip startup that raised $800 million on a simple but radical premise: you can't fix AI inference by swapping one part. This episode traces how three Harvard dropouts went from a 30-page memo that every investor passed on to a five-billion-dollar company with over a billion dollars in signed contracts before shipping a single rack.