arXiv cs.LGPaper
Asymmetric Capacity Allocation in Self-Refinement Pipelines
Practical guidance for anyone running generate-critique-revise loops: stop scaling the critic and stop pairing a strong generator with a weak refiner. This is the kind of finding that should directly change agent pipeline configs, not just inform a paper citation.