SciOrch 8B Orchestrator Routes Scientific Questions Across Frontier LLMs

SciOrch trains an 8B orchestrator to decompose multimodal scientific reasoning tasks and delegate sub-problems to selected frontier commercial models via API, then synthesize answers. The framework addresses the complementarity gap where no single frontier model dominates across all scientific question types.