Epistemic Stress Tests on Closed LLMs-Neuropsychological Perspective

Interesting findings. The key takeaway is that coherence and correctness aren’t the same thing. Even highly capable models can generate convincing answers that lack traceable justification. Your black-box testing approach is a practical way to study these systems, and the Epistemic Boundary concept provides a useful lens for discussing the limits of LLM reliability.