Phrasing Cannot Influence Truth

Verification queries must be independent of the original framing.

The verification query must not contain phrasing from the original response. DreamerOS extracts atomic claims and verifies each independently through Perplexity without original response language.

Why this matters

Most AI fact-checking is circular. Phrasing independence breaks the circle.

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