How can deep learning power not just vehicle intelligence, but the entire development pipeline—from simulation and training to verification and deployment? This talk explores how end-to-end software stacks (sensing to actuation) can leverage neural nets and data-driven toolchains to deliver vehicles that reason and act in the physical world, achieving both safety and speed.