A Two-Stage Statistical Framework for Evaluating Associative Interference in Large Language Models

Achraf Cohen, Andrew Kincaid

Large language models (LLMs) are increasingly evaluated for bias using adaptations of human psychological paradigms, yet methodological limitations-particularly the conflation of r…