Chinese AI startup ModelBest files for IPO; speculative decoding research reveals reasoning trace vulnerabilities

Chinese AI startup ModelBest has begun its pre-IPO tutoring process for a mainland listing, betting on compact AI models optimized for local device deployment amid US chip restrictions. Separately, researchers published work on stealing reasoning traces from AI systems via speculative decoding techniques.