Billions of Miles in Simulation -- The Technical Challenges Applied Intuition Solves

Applied Intuition's core technical challenge is building simulation infrastructure that can validate autonomous driving systems at a scale impossible through real-world testing alone. This module dives into the specific engineering problems -- sensor simulation fidelity vs. performance tradeoffs, the domain gap between real and synthetic data, Neural Sim's use of Gaussian Splatting for photorealistic scene reconstruction, and cloud-native HD map architectures. Understanding these challenges shows interviewers you grasp what the engineering team actually works on day-to-day.