Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines
arXiv:2604.01029v1 Announce Type: cross
Abstract: Multi-LLM revision pipelines, in which a second model reviews and improves a draft produced by a first, are widely assumed to derive their gains from genuine error correction. We question this assumpti…