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Snapshot · OMB 2025 inventory · processed Oct 11, 2026
Governance and accountability

Governance evidence

What agencies reported about the OMB M-25-21 minimum practices for high-impact AI. This is a disclosure analysis, not an audit, a compliance finding or an official assessment. An unanswered question is missing evidence, not evidence that a safeguard is absent.

Agency
Stage
High-impact
Topic
AI type1
Sourcing1
Vendor
No options match.
Function
Start year

Only records with a parseable start date match a year filter.

AI type: Reinforcement learningSourcing: Not reported

Practice-by-practice evidence

Denominator: 5 records · all use cases in the current filter
No answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing500000050%0% of 5
AI impact assessment500000050%0% of 5
Independent review500000050%0% of 5
Ongoing monitoring500000050%0% of 5
Operator training500000050%0% of 5
Fail-safe500000050%0% of 5
Appeal process500000050%0% of 5
User and public consultation500000050%0% of 5

Answered = records with any answer ÷ records in scope. In place of applicable = reported in place ÷ (in scope minus not applicable, precluded and waived). Unanswered records stay in that denominator, so the rate is a lower bound on reported evidence, not an estimate of real practice.

Agency-by-safeguard heatmap

Cell: share reported in place, among applicable recordsIn placeAnswered
Agency by governance practice
TestingImpact assess.Indep. reviewMonitoringTrainingFail-safeAppealConsultationn
NASA––––––––2
VA––––––––1
DOI––––––––1
DOE––––––––1

Hatched cells: the agency answered nothing for that practice, so there is no evidence either way. Compare agencies with care: each agency is one reporting unit, and portfolios differ in size and type.

Records requiring further investigation

5 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
Next-Generation Beam Cooling and Control with Optical Stochastic Cooling
DOE · DOE-62
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Enhancing U.S. critical mineral supply chains through AI and remote sensing mapping of legacy mine sites and tailings
DOI · DOI-0102
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Reinforcement Learning for Lunar Lander Real Time Optimal Trajectory
NASA · NASA-493
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI: Logic Design and Verification
NASA · NASA-855
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Loan Guaranty Lender’s Handbook Chatbot
VA · VA-25-1512
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported

Unanswered analytical questions

Generated from the data; for follow-up with agencies

    These are questions the inventory raises but cannot answer. They are not findings of non-compliance.