AI Reading List: Recent Books
Below is a portion of my informal list of readings related to Artificial Intelligence (AI). This started out as a very short list created for use in conjunction with an academic presentation and has now grown much larger. Please let me know if you have any corrections, additions, suggestions, etc. It is very idiosyncratic and not meant to be comprehensive. Please feel free to share with others.
Artificial Intelligence (AI) Reading List, by Philip Rubin
Recent Books on AI in context:
Ronald J. Brachman and Hector J. Levesque. Machines like Us: Toward AI with Common Sense. The MIT Press, 2022.
Mark Coeckelbergh. The Political Philosophy of AI: An Introduction. Polity: 2022
Orly Lobel. The Equality Machine: Harnessing Digital Technology for a Brighter, More Inclusive Future. PublicAffairs: 2022.
Sarah Pink. Emerging Technologies / Life at the Edge of the Future. Routledge: 2022
Ben Shneiderman. Human-Centered AI. Oxford University Press: 2022
Kate Crawford. Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence. Yale University Press: 2021
Erik J. Larson. The Myth of Artificial Intelligence: Why Computers Can't Think the Way We Do. Harvard University Press: 2021
Patrick K. Lin. Machine See, Machine Do: How Technology Mirrors Bias in Our Criminal Justice System. New Degrees Press: 2021
Rob Reich, Mehran Sahami, and Jeremy M. Weinstein. System Error: Where Big Tech Went Wrong and How We Can Reboot. Harper, 2021.
Brian Christian. The Alignment Problem: Machine Learning and Human Values. W. W. Norton & Company: 2020
Gary Marcus and Ernest Davis. Rebooting AI: Building Artificial Intelligence We Can Trust. Pantheon: 2019
Janelle Shane. You Look Like A Thing And I Love You: How Artificial Intelligence Works and Why It’s Making the World a Weirder Place. Voracious: 2019
Melanie Mitchell. Artificial Intelligence: A Guide for Thinking Humans. Farrar, Straus, and Giroux: 2019
Meredith Broussard. Artificial Unintelligence: How Computers Misunderstood the World. The MIT Press: 2019
Pedro Domingos. The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World. Basic Books: 2018
Hannah Fry. Hello World: Being Human in the Age of Algorithms. W. W. Norton & Company: 2018