---
title: "Sampled review · agent human oversight · Agent Fieldbook"
url: https://agentfieldbook.org/security/oversight/sampled-review/
description: "A human audits a sampled percentage of autonomous actions; an eval owner holds the quality bar. Oversight cost scales sub-linearly with volume."
section: "Security · Human Oversight"
source: Agent Fieldbook — generated from the published page
---

# Sampled review

A human audits a sampled percentage of autonomous actions; an eval owner holds the quality bar. Oversight cost scales sub-linearly with volume.

Verified against [inspect.aisi.org.uk](https://inspect.aisi.org.uk/)

- [inspect.aisi.org.uk](https://inspect.aisi.org.uk/)

## How it works

## At a glance

| Field | Value |
| --- | --- |
| Mode | Out-of-loop |
| Example | QA sampling on tier-1 resolutions· eval-owner spot checks |

## Basis

## Verified against

- [https://inspect.aisi.org.uk/](https://inspect.aisi.org.uk/)

The corpus does not rewrite vendor documentation. Where copy is quoted verbatim it is marked as such and attributed to its source.