What are some realistic stress testing scenarios for AI systems?

What are some realistic stress testing scenarios for AI systems?

Realistic stress testing scenarios for AI systems include handling high user loads, unexpected input data, and system failures.

Can you give me an example of a high user load scenario?

Sure! An example would be simulating a sudden spike in users during a product launch, where thousands of users access the system simultaneously.

What about unexpected input data?

You can test how the AI handles malformed data, such as incorrect formats or out-of-range values, to ensure robustness.

How do I simulate system failures?

You can simulate system failures by intentionally shutting down services or introducing network latency to see how the AI responds.