Geoff Van Natter on Muck Rack

Geoff Van Natter

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Articles

Building an End-to-End Physical AI Data Pipeline for Autonomous Vehicle 3.0 on AWS with NVIDIA

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By Olivier Sutter, Geoff Van Natter, Mikhail Yurasov
| Amazon Web Services
Autonomous Vehicles (AV) development has been maturing and is advancing through clear architectural changes: AV 1.0: classical modular stacks (perception → prediction → planning → control) with hand-engineered interfaces AV 2.0: multi-modal LLM end-to-end (E2E) learned stacks that reduce modularity and improve scaling with data AV 3.0: end-to-end reasoning VLA (Vision–Language–Action) systems that perceive, reason, and act as a unified policy — grounded in real-world driving data and...
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