Kwon, Alex

The Collapse Index (CI) CrackTest: Morphology-Aligned Perturbation Testing Reveals Systematic Collapse Inheritance in Frontier Language Models

2025 · Zenodo (CERN European Organization for Nuclear Research)

This preprint introduces the Collapse Index (CI) CrackTest, a morphology-aligned perturbation framework for evaluating robustness and collapse inheritance in large language models (LLMs). The study demonstrates that CI CrackTest, a bounded and lightweight perturbation protocol …