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Causal Artificial Intelligence [Free Textbook]

1 malshe 1 9/8/2025, 7:20:46 PM causalai-book.net ↗

Comments (1)

malshe · 50m ago
Causal Artificial Intelligence: A Roadmap for Building Causally Intelligent Systems

Author: Elias Bareinboim

This textbook offers a comprehensive treatment of the principles, algorithms, and tools necessary for building causally intelligent systems. It bridges probability theory, causal inference, machine learning, and decision-making under uncertainty, providing a unified roadmap for addressing fundamental challenges in modern AI, including safety, generalization, robustness, and explainability.