---
name: proven-work-insurance-case
description: Apply the Pricing an AI system from its own record: four actuarial variables no attestation supplies article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Pricing an AI system from its own record: four actuarial variables no attestation supplies

This Skill is the behavioral expression of [the canonical article](/a/proven-work-insurance-case). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/proven-work-insurance-case.
- Read claims and relationships at /api/articles/proven-work-insurance-case/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

Insurance for AI systems is already being sold. Munich Re has offered AI performance cover since 2018. Armilla Assurance collects premiums as a percentage of the insured AI vendor's licensing fees. A third entrant, AIUC, put ElevenLabs thro

## Representations

- Human: /a/proven-work-insurance-case
- JSON: /api/articles/proven-work-insurance-case
- Relationships: /api/articles/proven-work-insurance-case/topology
- History: /api/articles/proven-work-insurance-case/revisions