High-Performance Engineering: Forward Deployed at Aston Martin F1

Every F1 team has legal access to competitor radio. In practice that's 50 hours of audio and 21,000 messages over a race weekend, and no way to find what matters before the pit window closes. Aston Martin Aramco Formula One Team and CoreWeave engineers walk through what they built to solve it: a fine-tuned model that handles race audio and returns transcription, diarization, and topic categorization across 40 channels in under five seconds. They'll cover the model iterations and evaluation that held up under race conditions, and how the two teams worked side by side trackside to ship it.