# How we review local AI output

> Review factual retention, invented claims and useful structure against the original.

Canonical: https://pocketorbitnotes.app/research/output-review-method
Language: en-US
Published: not provided
Last updated: 2026-10-18

## Use a checkable rubric

Record input, model and device combination, build, task and raw output privately in the qualified product workstream. Assess retained commitments, omitted uncertainty and invented statements. Keep human corrections separate.

## Publish only qualified results

Synthetic teaching examples explain a workflow; they do not measure accuracy. Publish results only when the product workstream supplies qualified evidence. Do not infer speed from an animated scene.

## Related pages

- https://pocketorbitnotes.app/learn/project-decision-summary
- https://pocketorbitnotes.app/learn/literature-note-organization
- https://pocketorbitnotes.app/research/native-device-compatibility

Source: Pocket Orbit. Please cite the canonical URL.