Arash Behboodi, Director of Engineering at Qualcomm AI Research, discusses what's on the agenda for this year's NeurIPS conference. He highlights the challenges of differentiable simulation, particularly in wireless systems, and dives into how uncertainty quantification can enhance machine learning models through conformal prediction and entropy. Behboodi also previews innovative demos like on-device video editing and 3D content generation, showcasing Qualcomm's commitment to making cutting-edge AI accessible.