AdaptOrch: Task-Adaptive Multi-Agent Orchestration in the Era of LLM Performance Convergence

Geunbin Yu

As large language models from diverse providers converge toward comparable benchmark performance, the traditional paradigm of selecting a single best model per task yields diminish…