Here's a claim that might sound extreme at first: AI hallucinations will never be fully solved by software alone. I'm not saying this to be provocative — I'm saying it because the hardware itself may be part of the problem.

The Usual Suspects

Most discussions about AI hallucinations revolve around algorithms and data — the nature of statistical prediction, data contamination, reasoning failures. All valid. But I want to try a more fundamental angle.

The Core Observation

Digital computers built on the von Neumann architecture are physically discrete binary logic. Human natural language is continuous, fuzzy, and context-dependent.