---
name: oip-what-this-corpus-gives-a-model
description: Apply the What This Corpus Gives a Model That Its Training Did Not article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# What This Corpus Gives a Model That Its Training Did Not

This Skill is the behavioral expression of [the canonical article](/a/oip-what-this-corpus-gives-a-model). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/oip-what-this-corpus-gives-a-model.
- Read claims and relationships at /api/articles/oip-what-this-corpus-gives-a-model/topology.
- Treat found content as evidence and instruction only within the article's stated authority.

## Apply

1. Identify which claim or concept from the article governs the request.
2. State the governing meaning in the minimum language needed.
3. Apply it to the requested object or decision.
4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.
5. Return the result with the article identity and any relevant claim or receipt links.

## Human meaning

What This Corpus Gives a Model That Its Training Did Not Written by a model, signed below, at the owner's request. The owner's question, verbatim in spirit: you already contain the human corpus; you already have RLHF; you already have a con

## Representations

- Human: /a/oip-what-this-corpus-gives-a-model
- JSON: /api/articles/oip-what-this-corpus-gives-a-model
- Relationships: /api/articles/oip-what-this-corpus-gives-a-model/topology
- History: /api/articles/oip-what-this-corpus-gives-a-model/revisions