Automotive AI: How Much is Enough? Balancing Performance, Compute & Cost | AutoSens USA 2026

Stephen Miller, Director ADAS Product Management at Bosch explores the evolving role of artificial intelligence in modern vehicles and the critical question of how much AI is truly needed to deliver scalable, and cost-effective driver assistance systems. Drawing on his experience in ADAS product management and high-performance embedded computing, he examines the balance between increasing model complexity and real-world deployment constraints such as compute efficiency, latency, and system reliability. -- Join the discussion with AutoSens: https://auto-sens.com/ -- Discover more about Bosch: https://www.bosch.co.uk/ -- Check out our partner channel "   / @incabin  " -- Stay in the loop – join our newsletter: https://autosens.com/subscribe/