* = "Marcus recommends"
Some publications focus on one specific topic or theme. Some of these are indicated as follows:
The Oxford Handbook of AI Governance, edited by Justin Bullock, Yu-Che Chen, Johannes Himmelreich, Valerie Hudson, Anton Korinek, Matthew Young, and Baobao Zhang, 2022-.
The Oxford Handbook of Digital Ethics, edited by Carissa Véliz, 2021-. [Only some chapters are relevant.]
* Ethics of Artificial Intelligence, edited by S. Matthew Liao, 2020.
The Oxford Handbook of Ethics of AI, edited by Markus D. Dubber, Frank Pasquale, and Sunit Das, 2020. [Oxford UP website]
⚛︎ Artificial Superintelligence: Coordination & Strategy, edited by Roman V. Yampolskiy and Allison Duettmann, 2020 (open access).
* Possible Minds: Twenty-Five Ways of Looking at AI, edited by John Brockman, 2019.
* Artificial Intelligence Safety and Security, edited by Roman V. Yampolskiy, 2018.
⚔︎ Perspectives on Lethal Autonomous Weapon Systems, by United Nations Office for Disarmament Affairs, 2017 (open access).
⚛︎ The Singularity: Could artificial intelligence really out-think us? edited by Uziel Awret, 2016.
Machine Ethics and Robot Ethics, edited by by Wendell Wallach and Peter Asaro, 2016.
⚖︎ Robot Law, edited by Ryan A Calo, Michael Froomkin, and Ian Kerr, 2016.
Risks of Artificial Intelligence, edited by Vincent C. Müller, 2016.
Fundamental Issues of Artificial Intelligence, edited by Vincent C. Müller, 2016.
Philosophy and Theory of Artificial Intelligence, edited by Vincent C. Müller, 2013.
Robot Ethics: The Ethical and Social Implications of Robotics, edited by Patrick Lin, Keith Abney, and George A. Bekey, 2012.
Robot Ethics 2.0: From Autonomous Cars to Artificial Intelligence, edited by Patrick Lin, Keith Abney, and Ryan Jenkins, 2017.
Robo- and Informationethics: Some Fundamentals, edited by Michael Decker and Mathias Gutmann, 2012.
* Machine Ethics, edited by Michael Anderson and Susan Leigh Anderson, 2011.
⚘ Close Engagements with Artificial Companions: Key Social, Psychological, Ethical and Design Issues, edited by Yorick Wilks, 2010.
Ethics and Robotics, edited by Rafael Capurro and Michael Nagenborg, 2009.
Machine Ethics: Papers from the AAAI Fall Symposium (Technical Report FS-05-06), edited by Michael Anderson, Susan Leigh Anderson, and Chris Armen, 2005 (open access).
The Political Philosophy of AI: An Introduction, by Mark Coeckelbergh, 2022.
⚔︎ I, Warbot: The Dawn of Artificially Intelligent Conflict, by Kenneth Payne, 2021.
⚖︎ Turning Point: Policymaking in the Era of Artificial Intelligence, by Darrell M. West and John R. Allen, 2021.
* Human Compatible: Artificial Intelligence and the Problem of Control, by Stuart Russell, 2020.
T-Minus AI: Humanity's Countdown to Artificial Intelligence and the New Pursuit of Global Power, by Michael Kanaan, 2020.
Rights for Robots: Artificial Intelligence, Animal and Environmental Law, by Joshua C. Gellers, 2020 (open access).
Humans and Robots: Ethics, Agency, and Anthropomorphism, by Sven Nyholm, 2020
Rebooting AI: Building Artificial Intelligence We Can Trust, by Gary Marcus and Ernest Davis, 2020.
⚖︎ Robot rules: Regulating artificial intelligence, by Jacob Turner, 2019.
Artificial You: AI and the Future of Your Mind, by Susan Schneider, 2019.
La voiture qui en savait trop. L'intelligence artificielle a-t-elle une morale ? de Jean-François Bonnefon, 2019.
English version: The Car That Knew Too Much: Can a Machine Be Moral? by Jean-François Bonnefon, 2021.
The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. Ethically Aligned Design: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems, First Edition. IEEE, 2019 (open access).
Responsible Artificial Intelligence: How to Develop and Use AI in a Responsible Way, by Virginia Dignum, 2019.
The Ethical Algorithm: The Science of Socially Aware Algorithm Design, by Michael Kearns and Aaron Roth, 2019.
⚘ Human-Robot Intimate Relationships, by Adrian David Cheok and Emma Yann Zhang, 2019.
⚔︎ Army of None: Autonomous weapons and the future of war, by Paul Scharre, 2018.
Ethics for Robots: How to Design a Moral Algorithm, by Derek Leben, 2018.
* Life 3.0: Being Human in the Age of Artificial Intelligence, by Max Tegmark, 2017.
⚘ Heart of the Machine: Our Future in a World of Artificial Emotional Intelligence, by Richard Yonck, 2017.
Just Ordinary Robots: Automation from Love to War, by Lambèr Royakkers and Rinie van Est, 2016.
⚛︎ Artificial superintelligence: a futuristic approach, by Roman V. Yampolskiy, 2015.
*⚛︎ Superintelligence: Paths, Dangers, Strategies, by Nick Bostrom, 2014.
⚛︎ Smarter Than Us: The Rise of Machine Intelligence, by Stuart Armstrong, 2014 (open access).
⚛︎ Facing the Intelligence Explosion, by Luke Muehlhauser, 2013 (open access).
⚔︎ Governing Lethal Behavior in Autonomous Robots, by Ronald Arkin, 2009.
⚔︎ Legality and Ethicality of Autonomous Weapons, by Armin Krishnan, 2009.
Moral Machines: Teaching Robots Right from Wrong, by Wendell Wallach and Colin Allen, 2008.
Reflections on artificial intelligence: The Legal, Moral and Ethical Dimensions, by Blay Whitby, 1996.
The Human Use Of Human Beings: Cybernetics And Society, by Norbert Wiener, 1950.
An Introduction to Ethics in Robotics and AI, by Christoph Bartneck, Christoph Lütge, Alan Wagner and Sean Welsh, 2021 (open access).
A Citizen's Guide to Artificial Intelligence, by John Zerilli, with John Danaher, James Maclaurin, Colin Gavaghan, and Alistair Knott, 2021.
AI Ethics, by Mark Coeckelbergh, 2020.
* The Alignment Problem: Machine Learning and Human Values, by Brian Christian, 2020.
The Road to Conscious Machines: The Story of AI, by Michael Wooldridge, 2020.
⚛︎ The AI Does Not Hate You: Superintelligence, Rationality and the Race to Save the World, by Tom Chivers, 2019.
⚖︎ Towards a Code of Ethics for Artificial Intelligence, by Paula Boddington, 2017.
Roboethics: A Navigating Overview, by Spyros G. Tzafestas, 2016.
*⚛︎ The Technological Singularity, by Murray Shanahan, 2015.
Journal of Experimental & Theoretical Artificial Intelligence
⚛︎ Special issue on Risks of General Artificial Intelligence (2014)
Proceedings of the International Conference on Artificial General Intelligence (annual since 2011, open access).
Ethics and Information Technology
Special Issue: Responsible Robotics (2020)
Special Issue: Ethics and Artificial Intelligence (2018)
⚘ Special Issue: Ethics and Social Robots – Part 2 (2017)
⚘ Special Issue: Ethics and Social Robots (2016)
Special Issue: Robots and Ethics (2012)
Special Issue: Robot Ethics and Human Ethics (2010)
Special Issue: Ethics and Artificial Intelligence (2017)
⚘ Special Issue: Social Robots: Ethical and Anthropological Issues (2021)
Special issue: Machine Morality: The Machine as Moral Agent and Patient (2014)
⚛︎ Special Issue: Existential risk to humanity (2019)
Proceedings of the Institute of Electrical and Electronics Engineers (IEEE)
Special issue: Machine Ethics: The Design and Governance of Ethical AI and Autonomous Systems (2019)
Special Issue: Ethics of AI and Robotics (2019)
Special Issue: Ethics and artificial agents (2008)
International Review of Information Ethics
Special issue: Artificial Intelligence, Ethics and Society (2020)
Special issue: Ethics in Robotics (2006)
Journal of Consciousness Studies, "Special Issue on the Singularity", in response to David Chalmers:
⚛︎ Part I (2012)
⚛︎ Part II (2012)
This Special Issue collects responses to David Chalmers' 2009 article, The singularity: A philosophical analysis, originally published in Science Fiction and Philosophy (Susan Schneider, editor, 2009), pp.171-228. The entire Special Issue was reprinted in 2016 as the book The Singularity: Could artificial intelligence really out-think us? edited by Uziel Awret.
Philosophical Transactions of the Royal Society A
Special issue on Governing artificial intelligence: ethical, legal, and technical opportunities and challenges (2018)
⚘ Special issue on Robotic Childcare (2010)
IEEE Technology and Society Magazine
⚔︎ Special issue on Lethal Robots (Spring 2009)
Association for Computing Machinery - Special Interest Group on Computers and Society (ACM SIGCAS)
Stanford Encyclopedia of Philosophy (SEP)
SEP article on Ethics of Artificial Intelligence and Robotics, by Vincent C. Müller, 2020.
SEP article on Computing and Moral Responsibility, by Merel Noorman, 2018.
Internet Encyclopedia of Philosophy (IEP)
IEP article on Artificial Intelligence.
Routledge Encyclopedia of Philosophy (REP; subscription requred)
REP article Recent work on Artificial intelligence.
Ethique artificielle, version Grand Public, de Martin Gibert, 2019.
Ethique artificielle, version académique, de Stéphane Chauvier, 2016.
Wikipedia articles
PhilPapers (online index of philosophy publications)
Index of papers on Ethics of Artificial Intelligence
Index of papers on Robot Ethics
Index of papers on Machine Ethics
IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems
Philosophy and Theory of Artificial Intelligence
euRobotics Topics Group on Ethical, Legal and Socio-economic issues
AI Ethics (M2) and Introduction to AI ethics (doctoral); two graduate courses at the University of Bergen, organized by Marija Slavkovik).
OpenAI's AI safety research page (from the people who brought you GPT-4)
Centre for Human-Compatible Artificial Intelligence (founded by Stuart Russell)
Cooperative AI Foundation (CAIF)
⚛︎ Alignment Research Centre (ARC)
Future of Life Institute (FLI)
University of Oxford Future of Humanity Institute (FHI)
University of Cambridge Centre for the Study of Existential Risk (CSER)
⚛︎ Machine Intelligence Research Institute (MIRI)
⚛︎ Stanford Existential Risks Initiative (SERI)
⚛︎ Berkeley Existential Risks Initiative (BERI)
University of Oxford Digital Ethics Lab (DEL)
Future Ethics (University of Turku)
Ethics guidelines for trustworthy AI, EU High-Level Expert Group on Artificial Intelligence, 2019.
Statement on artificial intelligence, robotics and 'autonomous' systems, European Group on Ethics in Science and New Technologies (European Commission), 2018.
Nuffield Foundation's Ethical and societal implications of algorithms, data, and artificial intelligence: a roadmap for research, by Jess Whittlestone, Rune Nyrup, Anna Alexandrova, Kanta Dihal and Stephen Cave, 2019.
HUB4NGI's Responsible AI – Key Themes, Concerns & Recommendations for European Research and Innovation, by Steve Taylor et al., 2018.
AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations, by Luciano Floridi et al., 2018.
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation, Miles Brundage et al. 2018.
euRobotics ELS's Inventory of AI policy documents
OECD AI Policy Observatory's statement of AI Principles
OECD AI Policy Observatory's database of AI policies and initiatives
AlgorithmWatch's AI Ethics Guidelines Global Inventory
AI Safety (Puerto Rico, 2015).
Beneficial AI (Asilomar, 2017).
Engineering Moral Agents - from Human Morality to Artificial Morality (Schloss Dagstuhl, 2016).
Ethics and Trust: Principles, Verification and Validation (Schloss Dagstuhl, 2019).
Robophilosophy conference series (Aarhus and Helsinki): 2022, 2020, 2018, 2016, 2014.
Ethics of Public Robots and Artificial Intelligence (Paris, 2022).
Morality, Social Choice, and Artificial Intelligence (Paris, 2019).
EthAIcs: Ethics and Trust in Human-AI Collaboration: Socio-Technical Approaches (August 19-25, 2023, Macao)
[These are not suitable as an academic references for your term paper. But they may be a good starting point for your research.]
⚛︎ Arbital's AI Alignment domain
AI Alignment (essays by Paul Christiano)
Cold takes on AI (essays by Holden Karnovsky)
⚛︎ AI Alignment subpage of LessWrong (a group blog by Eliezer Yudkowsky and others)
Moral Robots (blog of Andreas Matthias)
Moral Machines (blog of Wendell Wallach and Colin Allen)
Robophilosophy (blog of Oliver Bendel and Ayanda Rogge)
Philosophical Disquisitions (blog of John Danaher)
The Road to AI We Can Trust (a blog by Gary Marcus)
[These are not suitable as an academic references for your term paper. But they may be a good starting point for your research.]
⚛︎ Eliezer Yudkowsky: "AGI Ruin: A List of Lethalities"
⚛︎ Erik Hoel: "How to navigate the AI apocalypse as a sane person"
⚛︎ Scott Alexander: "Why I Am Not (As Much Of) A Doomer (As Some People)"
⚛︎ Katja Grace: "Counterarguments to the basic AI risk case"
[These are not suitable as an academic references for your term paper. But they may be a good starting point for your research.]
Sean Carroll's Mindscape
Rationally Speaking
Making Sense with Sam Harris
Lex Fridman podcast
Future of Life Institute (FLI) podcasts
Philosophical Disquisitions (podcast of John Danaher)
[These are not suitable as an academic references for your term paper. But they may be a good starting point for your research.]
⚔︎ Yorick Wilks: AI Weapons, War and Ethics (a public lecture at Gresham College, 2019; 45 minutes)
⚔︎ Sophy Antrobus: How Are Drones Changing Warfare? (a public lecture at Gresham College, 2020; 45 minutes. Note: only the part on autonomous drones is relevant to this course.)
Raghavendra Rau: The Risks of Technology in Business (a public lecture at Gresham College, forthcoming, June 2023)
⚛︎ Myths and Realities of Superintelligence (a video by the Future of Life Institute, 2017; 4 minutes)
⚛︎ Superintelligence: Science or Fiction? (a video by the Future of Life Institute, 2017; 60 minutes)
Last updated 10 May 2023