04:00
2026-09-03
machinebrief.com
artificial-intelligence
Beyond Outcome Gaps: Process-Aware Fairness Diagnosis for LLM-based Multi-Agent Decision Systems
A new arXiv preprint (2609.02092v1) introduces SCOPED-Hiring, a process-aware fairness diagnosis pipeline for LLM-based hiring multi-agent systems, which logged over 311,000 structured decision trajec…