# Mercor > Mercor's approach to human data annotation and AI training ## Docs - [Types of Data](https://humandata.mercor.com/background-reading/types-of-data.md): A deep-dive into the different types of data to be collected - [When Humans Are Needed](https://humandata.mercor.com/background-reading/when-humans-are-needed.md): Humans vs. Synthetic Data - [A Guide to Evaluating and Improving Your LLM](https://humandata.mercor.com/how-to/design-a-data-pipeline.md) - [Creating Clear Project Instructions for Your Experts](https://humandata.mercor.com/how-to/write-great-instructions.md) - [Black Box vs. Open Box](https://humandata.mercor.com/mercors-approach/black-box-vs-open-box.md): How the work gets done matters, a lot ## Optional - [Support](mailto:support@mercor.com) - [Blog](https://mercor.com/blog/)