Hallucination is not a Bug. It is a Theorem. Here is the 5th-Grade Math That Proves It.

By DrSwarnenduAI / April 6, 2026

I will show you — with actual numbers, actual matrices, computed by hand — why every AI must hallucinate. Not sometimes. Always. The proof…