Beyond Local Accuracy: A Protocol-Level Identifiability Audit for Controlled LLM Reasoning Evaluation

Factual evidence

What the source reports

Researchers propose a zero-call protocol-level identifiability audit to verify whether LLM reasoning benchmarks measure intended properties.