Howard Kim

Validating LLM-Generated Expert Judgments in AHP Decision Support: A Preregistered Cross-Study Benchmark and Randomized-Order Audit

Large language models (LLMs) are entering decision-support systems as inexpensive synthetic experts, yet their judgments are rarely validated against published human targets. We benchmark six LLMs on a source-audited corpus of 27 published Analytic Hierarchy Process (AHP) studies...