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• Provenance-Powered Output

  Implements ARETE’s provenance-powered response pipeline - adding metadata, confidence, citations, and risk classification to every assistant message. Tracks the full chain of reasoning from plan to output. “The beginning of wisdom is the definition of terms.” – Socrates

  Due by October 26, 2025

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