Why Zero Hallucination AI Is Mathematically Impossible: Generative Model Design Limitations and Benchmark Realities

https://fire2020.org/when-models-disagree-what-contradictions-reveal-that-a-single-ai-would-miss/

Generative Model Design Limitations: Why Hallucination-Free Claims Are Debunked The Core Challenge of Probability-Based Text Generation As of April 2025, the AI world still wrestles with an uncomfortable truth: generative models,