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.
Practice-by-practice evidence
Denominator: 9 records · use cases that answered at least one practice question| Practice | In scope | In place | In progress | Not in place | N/A | Precluded or waived | Other | No answer | Answered | In place of applicable |
|---|---|---|---|---|---|---|---|---|---|---|
| Pre-deployment testing | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0% | 0% of 9 |
| AI impact assessment | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0% | 0% of 9 |
| Independent review | 9 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 100% | 67% of 9 |
| Ongoing monitoring | 9 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 100% | 67% of 9 |
| Operator training | 9 | 6 | 3 | 0 | 0 | 0 | 0 | 0 | 100% | 67% of 9 |
| Fail-safe | 9 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 100% | n/a of 0 |
| Appeal process | 9 | 0 | 6 | 0 | 3 | 0 | 0 | 0 | 100% | 0% of 6 |
| User and public consultation | 9 | 0 | 9 | 0 | 0 | 0 | 0 | 0 | 100% | 0% of 9 |
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.
| Testing | Impact assess. | Indep. review | Monitoring | Training | Fail-safe | Appeal | Consultation | n | |
|---|---|---|---|---|---|---|---|---|---|
| DOI | – | – | 67% | 67% | 67% | 0% | 0% | 0% | 9 |
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
9 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Rangeland Condition Monitoring Assessment and Projection (RCMAP) [2024 INV#WO0000000107126] DOI · DOI-0171 | Deployed | No answer reported | No answer reported | Reported in progress | Reported in progress | Reported in progress | Not applicable | Not applicable | Reported in progress |
| CHS Q Business AI Assistant (theKraken) DOI · DOI-0169 | Pilot | No answer reported | No answer reported | Reported in progress | Reported in progress | Reported in progress | Not applicable | Not applicable | Reported in progress |
| Machine Learning based shoreline detection and sea ice dynamics using coastal cameras [2024 INV#WO0000000108008] DOI · DOI-0166 | Pre-deployment | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | Reported in progress |
| Tsunami Hazard Analysis [2024 INV#WO0000000108470] DOI · DOI-0165 | Pre-deployment | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | Reported in progress |
| Determining the resource potential of critical minerals in seafloor massive sulfide deposits [2024 INV#WO0000000109311] DOI · DOI-0163 | Pre-deployment | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | Reported in progress |
| Lead attribution model DOI · DOI-0152 | Pre-deployment | No answer reported | No answer reported | Reported in progress | Reported in progress | Reported in progress | Not applicable | Not applicable | Reported in progress |
| [Un]supervised clustering of [non-]earthquake signals commonly recorded on regional seismic networks DOI · DOI-0121 | Pre-deployment | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | Reported in progress |
| Inference of PFAS precursor compositions DOI · DOI-0110 | Pre-deployment | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | Reported in progress |
| Pathogen identification in salmon DOI · DOI-0071 | Pilot | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | Reported in progress |
Unanswered analytical questions
Generated from the data; for follow-up with agenciesThese are questions the inventory raises but cannot answer. They are not findings of non-compliance.