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Deterministic RAG Verification

Deterministic RAG (Retrieval-Augmented Generation) verification is a systematic process for cross-referencing AI-generated claims against authoritative…

What Deterministic RAG Verification requires

Deterministic RAG (Retrieval-Augmented Generation) verification is a systematic process for cross-referencing AI-generated claims against authoritative knowledge bases to detect and block hallucinated, fabricated, or unsupported outputs…

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Pillar: AI Governance & Law · Authority: NIST (National Institute of Standards and Technology) · Version: 1.1.1 · Last updated:

Primary source: https://arxiv.org/abs/2103.07848

SHA-256 integrity: ea5a391447771f9c4046010e8c7cd3c3b634c8a0a6c4a3a119be4b61162b58cc

Primary Citations — 6 traced to source

  • NIST AI Risk Management Framework (AI RMF 1.0) - MEASURE 2.4: AI system performance, including accuracy and robustness, is evaluated and monitored over time.
  • EU AI Act (Regulation (EU) 2024/1689) - Article 13: Transparency and provision of information to deployers, ensuring outputs are understandable and interpretable.

+ 4 more citations (full bibliography, deterministic workflow, actionable schema and crosswalks) included in the vault unlock — $0.01 via Skyfire / L402 / Direct Base USDC.

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