---
name: paper-ashby-w-r-1952-design-for-a-brain
description: Apply the Ashby, W.R. (1952). Design for a Brain article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Ashby, W.R. (1952). Design for a Brain

This Skill is the behavioral expression of [the canonical article](/a/paper-ashby-w-r-1952-design-for-a-brain). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/paper-ashby-w-r-1952-design-for-a-brain.
- Read claims and relationships at /api/articles/paper-ashby-w-r-1952-design-for-a-brain/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 Ashby saw and its core results W. Ross Ashby viewed the brain as an adaptive machine. The machine maintains stability through self-organization. It achieves this via repeated trials that restore equilibrium after disturbance. The homeo

## Representations

- Human: /a/paper-ashby-w-r-1952-design-for-a-brain
- JSON: /api/articles/paper-ashby-w-r-1952-design-for-a-brain
- Relationships: /api/articles/paper-ashby-w-r-1952-design-for-a-brain/topology
- History: /api/articles/paper-ashby-w-r-1952-design-for-a-brain/revisions
