Production ADAS

Articles related to ADAS/AD product development.

How do you make it work in Car? : A Practitioner’s Take on Adaptive PID Control

Adaptive PID methods often look convincing in simulation. The harder question is not whether they converge, but whether they survive real sensors, latency, safety constraints, and maintenance realities. This article reflects on where theory meets the test track.

Raghu Ram

Jan 255 min read

The New Automotive Headache: When AI Breaks the V-Cycle

Deep learning breaks the V-Cycle because you can't unit test a neuron. The future of ADAS requires wrapping AI in deterministic safety.

Raghu Ram

Dec 7, 20257 min read