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Provable Authority: A Protocol for Verifiable Authority Resolution and Control Across Human, Organizational, and Agentic Transactions

Transparent Information Flow Modeling for Role-Aware AI Act Assessment

A Strong Harness Narrows the Model Gap: A Comparative Evaluation for Legislative Document-to-XML Conversion

Superintelligence and the Triple Risk of an AI Race

Holding Agents Accountable with Verifiable Agent Insurance

Legal-R1: Agentic Retrieval for Evidence-Based Legal Reasoning

UDHRBench: Benchmarking Human Rights in Large Language Models

GUIDE: Computationally Augmented Consensus for Trustworthy Clinical Practice Guidelines

Cited but Not Consulted: A Counterfactual Audit of Legal Chain-of-Thought Faithfulness

RegExtract: A Benchmark for PFAS Regulatory Information Extraction with LLMs

Right Number, Wrong State? Measuring Cross-Jurisdiction Substitution in LLM Recall of State Policy

TRACE: A Governance Framework for Measuring Explainability Debt in Production AI Systems