Why is Martin Shkreli betting against quantum computing, and what does he think AI will actually change? In this All-In interview, the former hedge fund manager argues quantum offers one narrow speedup, critiques AI hype, and reflects on prison and the gifted-kid trap. Quantum computers speed up only a few specialized algorithms, such as integer factorization, so they offer little benefit for most business workloads like sorting or matrix multiplication.