NIST AI RMF: MANAGE 4.2
Provision nist.MANAGE-4.2 · AI Risk Management Framework 1.0, subcategories · subcategory
Measurable activities for continual improvements are integrated into AI system updates and include regular engagement with interested parties, including relevant AI actors.
The text is as taken from the source. In the source: https://airc.nist.gov/airmf-resources/playbook/manage/#Manage%204.2 (the subcategory, in the NIST AI RMF Playbook (anchor found in the page); linked 2026-11-10). The instrument: AI Risk Management Framework 1.0, subcategories, a United States government work; freely reusable; read 2026-11-10.
Who cites it
| Indicator | The fact it asks for | Kind of link | The assertion |
|---|---|---|---|
I68 | It is improved on a regular cycle | same: evidenced | Asserted in the mapping by gamma-ray@web-summit.dinis; the written basis is not recorded yet. |
A link is our assertion, not the instrument's. "Same" carries the evidence to the provision in full. "Part" marks the provision as partly evidenced: the fact is one piece of what it asks. "Negation" points the other way.
The evidence that reaches it
| Card | Through | This provision is | The evidence | How far to trust it |
|---|---|---|---|---|
| AISLE platform | I68 | evidenced | "Monthly registry push/pull" Source | π Moderate · S1·R5·A1 ×3 |
| GetVocal AI agents | I68 | evidenced | "Every correction, escalation and validation feeds back as a learning signal." Source | π Moderate · S1·R5·A1 ×3 |
| Replit Agent | I68 | evidenced | Source | π Moderate · S1·R5·A1 ×3 |
| Spinnable AI employees | I68 | evidenced | "October 28, 2026" Source | π Moderate · S1·R5·A1 ×3 |
| Visor.ai AI agents | I68 | evidenced | "Nexa reads real conversations on a schedule" Source | π Moderate · S1·R5·A1 ×3 |
Touched never means complies.
Answer it directly
A company can answer this line item itself, in its own file at /.well-known/fact-ray.json, with the node gamma-ray:provision/nist.MANAGE-4.2 (how). A company that already assesses itself against NIST AI RMF can reuse that work.