Oct 18, 2026Oct 18, 2026 · 11 min readYour LLM's Explanation Isn't Its Reason: How to Test What Actually Drove the OutputSelf-explanations are generated after the fact, from the transcript. Here's the research, where it breaks real systems, and a small harness to find the real cause.11 min read