A Four-Axis Trustworthiness Benchmark for LLM-as-Judge in Principle-Based Regulation

Dipankar Sarkar

Principle-based regulation, with evaluative standards such as "fair, clear, and not misleading" or "deliver good outcomes", cannot be reduced to binary predicates, and LLM-as-judge…