CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades
arXiv:2604.12262v1 Announce Type: cross
Abstract: Cascaded LLM systems coordinate models of varying sizes with human experts to balance accuracy, cost, and abstention under uncertainty. However, single-model tiers at each stage often struggle with amb…