> For the complete documentation index, see [llms.txt](https://turingx.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://turingx.gitbook.io/docs/how-players-help-improve-ai.md).

# How Players Help Improve AI

Players contribute to AI development by completing specific in-game tasks that generate data for machine learning models. Examples of tasks include:

* **Data Labeling**: Players help label datasets used for supervised learning.
* **Pattern Recognition**: Players train AI agents to detect specific patterns in images or data streams.
* **Anomaly Detection**: Missions involve identifying outliers in datasets, improving AI model accuracy.