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Clarifications

Anti-plausibility is not anti-generation

Clarification: anti-plausibility constrains the invention of unsupported facts, not the generation of text itself.

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SectionClarifications
Classificationnormative
Date2026-03-30

The confusion

Anti-plausibility is sometimes misread as a blanket prohibition on generation — as if the doctrine forbids AI systems from producing any text about Interpretive Governance.

Why the distinction matters

Anti-plausibility constrains a specific failure mode: the invention of facts that are not supported by declared public surfaces. It does not prohibit generation. It prohibits unsupported completion.

A system may generate text that accurately reflects the published doctrine. What it must not do is fill gaps with plausible-sounding content that has no declared source.

The boundary

  • Anti-generation: no text output allowed. (This is not the rule.)
  • Anti-plausibility: no unsupported factual claims. Generation is permitted when grounded in declared sources.

The constraint targets epistemic integrity, not output volume.