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AI helps Qoory classify questions, select research tools, extract structured facts, cluster information, and synthesize explanations. It does not replace the underlying data contract or source trail.

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Tool-grounded answers

Research answers are assembled from structured tools and sourced records. The model should use those results as evidence rather than inventing unsupported facts from general model memory.

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Deterministic safeguards

Where a workflow supports them, Qoory uses checks around source coverage, required structure, product claims, quality scores, and publication readiness. An AI draft can fail those checks and remain unpublished.

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Conflicting sources

When sources disagree, Qoory follows this order:
  1. Prefer primary or official sources for project mechanics and policy.
  2. Compare observation time, scope, units, and entity identity.
  3. Preserve or label a meaningful disagreement.
  4. Exclude the claim when the source trail cannot support a reliable result.

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What AI output means

An AI summary is a compact interpretation of available evidence. It can omit context or make a reasoning error even when every source link is valid. Use the sources and structured fields for claims that matter, and report unsupported or mis-cited statements.