# December 14, 2025

## AI-enhanced examples

Fern automatically generates realistic request and response examples for your API Reference using AI. Instead of placeholder values like `"string"` and `1.1`, your examples contain believable data based on your OpenAPI spec's endpoint properties and descriptions.

These examples stay in sync with your spec - when you change or add fields, the generated examples update automatically. You can customize the style of generated examples, edit them directly, or disable the feature entirely.

[Learn more](/learn/docs/ai-features/ai-examples) about AI-enhanced examples.