AI is transforming semiconductor manufacturing, helping engineers optimize processes, catch problems earlier, and make better decisions across the full chip manufacturing lifecycle. Accelerated computing shortens simulation time, allowing engineers to evaluate more alternatives before committing to physical trials. Physics-based AI helps predict process behavior without full simulations, while AI agents handle engineering tasks, and digital twins enable testing changes in virtual environments.