On March 16, 2026, Redwood City-based AI firm MiroMind announced the release of its MiroThinker-1.7 and MiroThinker-H1 models. These systems utilize a verification-centric architecture designed to improve accuracy in multi-step reasoning tasks across scientific, financial, and legal sectors.