Rapson

Born in Hungary, Rapson carries forward the legacy of algorithmic giants like John vonNeumann and Paul Erdős, while drawing energy from Budapest’s rising startup culture. At itscore, Rapson exists to prove a bold idea: learning-based autonomy—powered by reinforcementlearning and data-driven optimization—can one day surpass human performance in wheel-to-wheel racing.The team blends two high-performance cultures: professional motorsport andprofessional software engineering. Development mirrors the discipline of safety-criticalindustries with hardware-in-the-loop simulation, digital twin race environments, chaotic stress-testing, and real-time telemetry pipelines. Race-day operations echo Formula 1 with mission-control centers, millisecond-synchronizedsystems, and fault-tolerant deployment strategies.

Founded in 2025 as an independent deep-tech venture, Rapson is charting a clear path fromresearch to market-ready innovation. Season 2 marks a decisive milestone: for the first time, theteam is puttinga data-driven algorithm on the car—moving from handcrafted rules to AI thatlearns. By tackling the hardest challenges of autonomous racing, from overtaking strategies toedge-case behavior, Rapson continues its paved path toward the ultimate goal: superhuman performance