Opaque Epistemic Mediation: How LLM Deployment Configurations Shape the Validation of Pseudo-Science

Davide Scarso, Hugo Noronha de Almeida, Joaquim Pina

Commercial large language models are increasingly used as knowledge references, yet their stance on contested scientific claims is neither stable nor transparent. We tested how fou…