Racecraft: Fine-Tuning Gemma 4 with DPO for Sub-150ms On-Device Coaching at 130 MPH
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How a "brake!" lands in 5 milliseconds while a cloud model thinks for five seconds — in the same app, on the same frame, without ever colliding.
The best instructors don't coach the car. They coach you , and they figure out who you are in about two laps. Here's how we taught software to do the same.
Why I stopped trusting every " AI race coach " I'd ever tried , and what it would take to build one I'd actually listen to at 130 km/h.