---
name: thinker-nikolay-perunov
description: Apply the Nikolay Perunov and Thermodynamic Adaptation article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Nikolay Perunov and Thermodynamic Adaptation

This Skill is the behavioral expression of [the canonical article](/a/thinker-nikolay-perunov). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/thinker-nikolay-perunov.
- Read claims and relationships at /api/articles/thinker-nikolay-perunov/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 Perunov Saw Nikolay Perunov coauthored the 2016 paper Statistical Physics of Adaptation with Robert Marsland and Jeremy England. The work examines driven many-particle systems far from equilibrium. It shows a thermodynamic tendency for

## Representations

- Human: /a/thinker-nikolay-perunov
- JSON: /api/articles/thinker-nikolay-perunov
- Relationships: /api/articles/thinker-nikolay-perunov/topology
- History: /api/articles/thinker-nikolay-perunov/revisions
