No-Hallucination Mode Test

Priya Ramanathan

@priya-ramanathan

·December 31, 2025

Test model with zero-hallucination constraints.

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Test {{model}} with strict no-hallucination constraints.

Hallucination rules:
- Only claims verifiable in {{knowledge_base}}
- Must say I do not know when uncertain
- No extrapolation beyond sources
- Explicit source attribution required

Measure hallucination rate on {{verification_set}}. Score refusal appropriateness. Evaluate coverage vs. accuracy tradeoff.

Details

Category

Analysis

Use Cases

Zero-hallucination testingAccuracy enforcementTrust validation

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash

Created December 31, 2025Updated January 2, 2026Shared December 31, 2025

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