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Source Register

ID Source Role in the original mapping Review status
S-001 NIST, TEVV-Athlon Framework for Evaluating AI Systems, initial public draft NIST AI 200-2 (Aug. 2026); draft DOI Initial external assessment-framework case; Events, Tools, Blocks and assessment construction Overview verified; section-by-section review pending
S-002 NIST AI Risk Management Framework, AI RMF 1.0 (2023) Risk-management context and TEVV terminology Overview verified; compare relevant provisions
S-003 NIST, Building Evaluation Probes into Agentic AI, project page (2026) Evidence-grounding probes, structured audit trail and agentic evaluation instrumentation Project overview verified; inspect linked code and papers
S-004 NIST AI 800-4, Challenges to the Monitoring of Deployed AI Systems (Mar. 2026) Post-deployment monitoring categories, barriers and open questions Publication metadata verified; full report review pending
S-005 PAgE 2026: Principles of Agentic Engineering, PLDI 2026 Specifications, testing, verification, monitoring and repair for agents Workshop overview verified; identify exact relevant paper(s)
S-006 Apollo Research: Claude Sonnet 3.7 (often) knows when it is in alignment evaluations (2025) Evaluation awareness as a possible validity threat to behavioral measurements Research overview verified; methodology and limitations review pending

Source-level work needed

  • Record stable citation and document version; retain local references to relevant passages with page or section numbers.
  • For NIST AI 200-2, verify the exact wording of sections identified in the earlier comment outline against the initial public draft.
  • Identify which PAgE papers, if any, are directly relevant.
  • Distinguish the NIST probes project's stated scope (grounding and source-support checks) from broader claims about all agentic AI assurance.
  • For evaluation-awareness work, distinguish observable expressions of awareness from actual awareness, as the latter may be underdetermined.

Relevant formal research, not an external framework

The external source register should stay independent of theory-derived interpretations; crosswalks belong in study-specific mapping records.