6min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Eliminate AI failures

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

How Do You Know if You're Using a Firewall?

Greta: How do you know, as data comes in, if it's risky data, or if it's not risky data? Greta: We have a process of stress testing the models. So by understanding how different input can affect the model in different ways, when you input comes in, we know whether that input is going to lead to some sort of prediction aror some kind of prediction change. And then what it can do is, basically, it can lert and it can prevent that mistake from happening by a kind of even replacing o 19 85 with something like 90.

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