# NIST AI RMF: MEASURE 3.3

> GAMMA-Ray v0.0.155 (beta, for review; every rating is experimental). One line item of AI Risk Management Framework 1.0, subcategories (nist.MEASURE-3.3): 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.MEASURE-3.3/ · Source: data/provisions.json


Provision nist.MEASURE-3.3 · AI Risk Management Framework 1.0, subcategories · subcategory

> Feedback processes for end users and impacted communities to report problems and appeal system outcomes are established and integrated into AI system evaluation metrics.

The text is as taken from the source. **In the source:** [https://airc.nist.gov/airmf-resources/playbook/measure/#Measure%203.3](https://airc.nist.gov/airmf-resources/playbook/measure/#Measure%203.3) (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 | 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 |
|---|---|---|---|---|
| [AI Reviewer](../../spectrum/cards/codacy-ai-reviewer/index.md) | `I57` | 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` | 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` | 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` | evidenced | [Source](https://code.claude.com/docs/en/data-usage) | π Moderate · S1·R5·A1 ×3 |
| [Hackian](../../spectrum/cards/ethiack-hackian/index.md) | `I57` | 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` | 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` | 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` | 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` | 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` | 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.MEASURE-3.3` ([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)