F1 carbon backdrop

Race Predictor & Explainable Agent

Historical model + live deltas (seeded) with tool‑using AI explanations.

Race

Likelihood to Score Points (Top 10)

Uncertainty ribbons ±8%

Talk to Fred

Agent
Ask anything about F1. I can explain results, drivers, or run a quick prediction (try: ‘What are LEC’s odds for 2024_gbr?’).
Tip: Use ids like 2024_gbr or driver codes like LEC, NOR.

Trackside Now: leaders and conditions

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Top Scorers (probability to score points)