04:00
2026-07-28
arxiv.org
artificial-intelligence
Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation
A new arXiv paper introduces a scalable, inference-only data valuation pipeline that approximates the Shapley value to audit LLM alignment datasets, reducing manual audit search space by 99.1% on Help…