---
name: paper-holland-j-h-1998-emergence-from-chaos-to-order
description: Apply the Holland, J.H. (1998). Emergence: From Chaos to Order article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Holland, J.H. (1998). Emergence: From Chaos to Order

This Skill is the behavioral expression of [the canonical article](/a/paper-holland-j-h-1998-emergence-from-chaos-to-order). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/paper-holland-j-h-1998-emergence-from-chaos-to-order.
- Read claims and relationships at /api/articles/paper-holland-j-h-1998-emergence-from-chaos-to-order/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 Holland Saw John Holland observed rule-governed systems that produce ordered structures and adaptive behaviors from small sets of laws. He examined complex adaptive systems including cellular automata, neural networks, checkers-playing

## Representations

- Human: /a/paper-holland-j-h-1998-emergence-from-chaos-to-order
- JSON: /api/articles/paper-holland-j-h-1998-emergence-from-chaos-to-order
- Relationships: /api/articles/paper-holland-j-h-1998-emergence-from-chaos-to-order/topology
- History: /api/articles/paper-holland-j-h-1998-emergence-from-chaos-to-order/revisions
