Titlebook: Causality for Artificial Intelligence; From a Philosophical Jordi Vallverdú Book 2024 The Editor(s) (if applicable) and The Author(s), unde

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How Causality Works in Nonhuman Minds,between machine-like thinking in programming and the nuanced cognition of animals, we examine examples such as Temple Grandin’s empathetic connection with cows and Margaret Hamilton’s systematic approach in software engineering. Challenging historical anthropocentrism, it illuminates animals’ proto-

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Defining and Debating Algorithmic Causality,delves into the use of algorithms for understanding and learning causal relationships, which are crucial in artificial intelligence (AI) and machine learning. Drawing from Bishop’s theoretical framework, the chapter explores debates around “reasoning by association” vs. “causal reasoning” in AI. It