The Science
The research, the reasoning, and the reality behind AI hallucination — and how to catch it.
Foundations
Why AI Hallucinates — And Why It Can't Just Stop
Hallucination isn't a bug that can be patched out. It's a fundamental consequence of how large language models work. Here's the science.
Methodology
Why a Team of Models Beats a Solo AI
The science, history, and research behind multi-model verification — from Condorcet's 1785 theorem to modern ensemble methods. Why convergent independent analysis catches what self-review misses.
Process
How Double-Checking Actually Works
The anatomy of a cross-verified finding — how multiple models and live sources converge across eight dimensions to catch what no single check could.
More articles coming soon. We're building an open, transparent resource on AI reliability.