Semantic Agreement Enables Efficient Open-Ended LLM Cascades

Duncan Soiffer, Steven Kolawole, Virginia Smith

Cascade systems route computational requests to smaller models when possible and defer to larger models only when necessary, offering a promising approach to balance cost and quali…