---
name: nyc-ll144-bias-audit-evidence
description: Apply the How an AI evidence record keeps a hiring-bias audit current between annual reviews article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# How an AI evidence record keeps a hiring-bias audit current between annual reviews

This Skill is the behavioral expression of [the canonical article](/a/nyc-ll144-bias-audit-evidence). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/nyc-ll144-bias-audit-evidence.
- Read claims and relationships at /api/articles/nyc-ll144-bias-audit-evidence/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

The obligation, and what it actually produces New York City Local Law 144 of 2021, enforced by the Department of Consumer and Worker Protection since 5 July 2023, is the first law in the United States to regulate automated hiring directly. 

## Representations

- Human: /a/nyc-ll144-bias-audit-evidence
- JSON: /api/articles/nyc-ll144-bias-audit-evidence
- Relationships: /api/articles/nyc-ll144-bias-audit-evidence/topology
- History: /api/articles/nyc-ll144-bias-audit-evidence/revisions