Tom Hardin doesn’t sound like a movie villain. He sounds like every smart, ambitious person who thinks they’re playing the game the way it’s supposed to be played—until the FBI taps them on the shoulder at 6:30 a.m. outside a dry cleaner. On a recent episode of How Success Happens, I talked with Tom, the former hedge fund analyst turned FBI informant known as “Tipper X,” about how he crossed the line into insider trading and how badly it cost him.
The value is not in the verification workforce. It is in what verified delivery enables. Consider a company delivering ML kernels for new hardware. Today, months go to testing and qualification. When AI writes the kernel and proves it correct in one pass, that timeline collapses to hours. A provably correct hardware design delivered in weeks rather than the year it currently takes changes the economics of an entire industry.
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