Hands-On Explainable AI (XAI) with Python

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White Box XAI for AI Bias and Ethics

AI provides complex algorithms that can replace or emulate human intelligence. We tend to think that AI will spread unchecked by regulations. Without AI, corporate giants cannot process the huge amounts of data they face. In turn, ML algorithms require massive amounts of public and private data for training purposes to guarantee reliable results.

However, from a legal standpoint, AI remains a form of automatic processing of data. As such, just like any other method that processes data automatically, AI must follow the rules established by the international community, which compel AI designers to explain how decisions are reached. Explainable AI (XAI) has become a legal obligation.

The legal problem of AI ...