Qihao Yuan

SEP 8, 2026 · PREPRINT

Deposon: An Auditable, Conservation-Guaranteed, Game-Theoretically Tested Scattering Layer over LLM Reasoning Paths

arXiv

An unreviewed methodological proposal with mixed results: synthetic benchmarks show strong filtering gains, but real-world benchmarks find no advantage over a simple keyword filter, and game-theoretic claims are falsified or downgraded to approximate, limiting evidence of practical utility.