# NVIDIA explains how to fit AV reasoning models within onboard compute limits

> Original title: Running AV Reasoning Models Within Onboard Compute and Latency Limits

- Source: NVIDIA Technical Blog
- Published: 2026-11-10T16:00:00.000Z
- Bad Influence: https://badinfluence.news/items/xgkq9mikfxa37ody25f3mz2n3
- Original: https://developer.nvidia.com/blog/running-av-reasoning-models-within-onboard-compute-and-latency-limits/

## Summary

NVIDIA says autonomous vehicle reasoning models must be reduced in size, keep useful reasoning, and be validated on target hardware to run within onboard compute and latency limits. The post names NVIDIA Alpamayo 2 Edge as its approach to this problem.