Label Agreement Does Not Measure Authorization

Amir Sabbaghziarani, Bradley Thomas Baker, Theodore J. LaGrow +1

Many groups now delegate label ontology and metadata harmonization to agentic LLM pipelines. We built one and audited it. Our aggregate scores looked healthy, but the pipeline kept…