AI Agents Decode F1® Radio in Near Real Time | CoreWeave Blog

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This post details the application of CoreWeave's AI infrastructure to process real-time Formula 1® radio communications for Aston Martin Aramco. It describes the engineering challenge of managing 40 simultaneous audio streams with a sub-five-second reaction time, requiring a robust data orchestration and inference pipeline. The solution involves a fine-tuned transcription model (75 iterations, 7 hours of hand-annotated data) achieving production-grade accuracy, diarization, and topic categorization. The system leverages Weights & Biases Serverless Inference on CoreWeave Kubernetes Service with TensorRT-LLM for efficient inference. The platform enables near real-time analysis of competitor and internal team communications, transforming raw audio into actionable strategic insights.