# NIST AI RMF: GOVERN 5.2

> GAMMA-Ray v0.0.155 (beta, for review; every rating is experimental). One line item of AI Risk Management Framework 1.0, subcategories (nist.GOVERN-5.2): its text, its place in the source, the indicators that cite it and the evidence that reaches it.
> Page: https://gamma-ray.sgit.ai/provisions/nist.GOVERN-5.2/ · Source: data/provisions.json


Provision nist.GOVERN-5.2 · AI Risk Management Framework 1.0, subcategories · subcategory

> Mechanisms are established to enable AI actors to regularly incorporate adjudicated feedback from relevant AI actors into system design and implementation.

The text is as taken from the source. **In the source:** [https://airc.nist.gov/airmf-resources/playbook/govern/#Govern%205.2](https://airc.nist.gov/airmf-resources/playbook/govern/#Govern%205.2) (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](../../instruments/index.md), 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 |
|---|---|---|---|
| [`I57`](../../questions/index.md#I57) | There is a channel to report problems with it or contest its output | part: partly 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 |
|---|---|---|---|---|
| [AI Reviewer](../../spectrum/cards/codacy-ai-reviewer/index.md) | `I57` | partly evidenced | "reply to the ones that are wrong explaining why" [Source](https://docs.codacy.com/codacy-ai/codacy-ai/) | π Moderate · S1·R5·A1 ×3 |
| [AISLE platform](../../spectrum/cards/aisle-platform/index.md) | `I57` | partly evidenced | "just explain why and send the issue back through triage" [Source](https://aisle.com/platform/vulnerability-triage) | π Moderate · S1·R5·A1 ×3 |
| [ByTheLaw](../../spectrum/cards/bythelaw-legal-chat/index.md) | `I57` | partly evidenced | "O botão de reportar erro passa a estar disponível como popup flutuante" [Source](https://help.bythelaw.com/novidades/pesquisa-web-para-todos-e-novo-perfil/) | π Moderate · S1·R5·A1 ×3 |
| [Claude Code, on your own machine](../../spectrum/cards/claude-code-local/index.md) | `I57` | partly evidenced | [Source](https://code.claude.com/docs/en/data-usage) | π Moderate · S1·R5·A1 ×3 |
| [Hackian](../../spectrum/cards/ethiack-hackian/index.md) | `I57` | partly evidenced | "Add a step by step guide of how you reproduce the issue." [Source](https://docs.ethiack.com/docs/general/support-portal) | π Moderate · S1·R5·A1 ×3 |
| [Junie](../../spectrum/cards/junie/index.md) | `I57` | partly evidenced | "Share feedback about the current session with the Junie team." [Source](https://junie.jetbrains.com/docs/slash-commands.html) | π Moderate · S1·R5·A1 ×3 |
| [Manus](../../spectrum/cards/manus-agent/index.md) | `I57` | partly evidenced | "Chat with our support team now for fast solutions." [Source](https://help.manus.im/) | π Moderate · S1·R5·A1 ×3 |
| [Noxus AI Workers](../../spectrum/cards/noxus-ai-workers/index.md) | `I57` | partly evidenced | "users can submit thumbs-up / thumbs-down feedback on agent responses" [Source](https://docs.noxus.ai/core/infrastructure/observability-providers) | π Moderate · S1·R5·A1 ×3 |
| [Replit Agent](../../spectrum/cards/replit-agent/index.md) | `I57` | partly evidenced | "If your Agent question isn’t answered here," [Source](https://docs.replit.com/help/agent-and-ai) | π Moderate · S1·R5·A1 ×3 |
| [Spinnable AI employees](../../spectrum/cards/spinnable-ai-employees/index.md) | `I57` | partly evidenced | "How to get help when something goes wrong" [Source](https://docs.spinnable.ai/support/contact) | 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.GOVERN-5.2` ([how](../../fact-ray/well-known/index.md)). A company that already assesses itself against NIST AI RMF can reuse that work.

[All provisions](../../provisions/index.md)