What are some use cases for mock data in AI development?

What are some use cases for mock data in AI development?

Mock data is often used for testing, training models, and simulating real-world scenarios without compromising privacy.

Can you give me an example of how it's used in testing?

Sure! In testing, mock data can simulate user interactions to ensure the AI behaves as expected under various conditions.

What about training models? How does that work?

In training, mock data helps create diverse datasets that improve model accuracy without needing real data.

Are there any risks associated with using mock data?

Yes, if not representative of real data, it can lead to biased models or inaccurate predictions.