Understanding AI Hallucination: Insights from OpenAI and My Research
I’ve been closely analyzing OpenAI’s recent paper Why Language Models Hallucinate (Kalai et al., September 2025) alongside my own June 2025 paper, The Arbitration Hypothesis. Reading them together reveals something fundamental about how and why AI systems fail. The Mathematics of Inevitable Hallucination OpenAI’s paper provides an elegant proof: hallucinations are not anomalies, but a…

