---
name: paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward
description: Apply the Brooks and Wiley: Evolution as Entropy (1988) article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Brooks and Wiley: Evolution as Entropy (1988)

This Skill is the behavioral expression of [the canonical article](/a/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward.
- Read claims and relationships at /api/articles/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward/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 the authors saw Daniel R. Brooks and E.O. Wiley examined biological change through the lens of nonequilibrium thermodynamics and information theory. They observed that living systems produce entropy as they generate variation through m

## Representations

- Human: /a/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward
- JSON: /api/articles/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward
- Relationships: /api/articles/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward/topology
- History: /api/articles/paper-brooks-d-r-and-wiley-e-o-1988-evolution-as-entropy-toward/revisions
