LLMs Show a “Highly Unreliable” Capacity to Describe Their Own Internal Processes

Why It Matters

The findings highlight a fundamental limitation in AI interpretability, suggesting that reliance on LLMs for transparent decision‑making or self‑diagnosis remains premature and could impede regulatory and safety efforts. Understanding and improving introspection is crucial for building trustworthy AI systems in high‑stakes applications.