Zero Hallucination

Answer from knowledge and memory; no basis, no answer.

Generic AI confidently makes things up. Zero hallucination means AI answers from trusted knowledge and memory — and says "I don't know" when it doesn't.

  • Which knowledge is the answer from?
  • Is there a clear source?
  • What happens when uncertain?
  • Can it decline to answer?
User Question
Knowledge Retrieval
Evidence Check
Answer if Grounded
Escalate if Not
Source Citation

In high-trust settings, the knowledge sources and evidence behind an answer can be recorded into a trust ledger for traceability and evidence preservation.

Better to say "I don't know" than to invent a confident wrong answer.

Further Reading

Decision Provenance · White Paper #001