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Hallucination

Why Is an Artificial Language Needed?

Natural language evolved for human communication. Ambiguity, redundancy, and implication are strengths for humans but causes of hallucination for AI. Neither programming languages nor existing semantic frameworks are the answer. A new artificial language satisfying six conditions simultaneously is needed.

Why Does Natural Language Create Hallucinations?

Hallucination is not an LLM bug — it is a structural inevitability of natural language. Four flaws — ambiguity, absent sources, absent confidence, absent time — make it unfixable by scaling alone.