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Policy and guideline proposals for ethical artificial-intelligence research have proliferated in recent years.
The Ethics of AI Ethics: An Evaluation of Guidelines
Hagendorff, Thilo (2019) · 1903
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Morley, Jessica, Luciano Floridi, Libby Kinsey, and Anat Elhalal (2019) · 1905
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Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
Zhang, Kaiqing, Zhuoran Yang, and Tamer Basşar (2019) · 1911
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On the Morality of Artificial Intelligence
Luccioni, Alexandra and Yoshua Bengio (2019) · 1912
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On the Theory of Quantum Mechanics
Dirac, Paul A. M. (1926) · 1926
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Sulla quantizzazione del gas perfetto monoatomico [On the Quantization of the Monoatomic Ideal Gas]
Fermi, Enrico (1926) · 1926
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Theory of Games and Economic Behavior
Neumann, John Von and Oskar Morgenstern (2007/1944) · 1944
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Stochastic Games
Shapley, Lloyd S. (1953) · 1953
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Modern Moral Philosophy
Anscombe, G. E. M. (1958) · 1958
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The Evolution of Altruistic Behavior
Hamilton, William D. (1963) · 1963
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Group Selection and Kin Selection
Maynard Smith, John and George R. Price (1964) · 1964
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The Game of Chicken
Rapoport, Anatol and Albert M. Chammah (1966) · 1966
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Selection of Selfish and Altruistic Behavior in Some Extreme Models
Hamilton, William D. (1971) · 1971
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The Evolution of Reciprocal Altruism
Trivers, Robert L. (1971) · 1971
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Mate Selection: A Selection for a Handicap
Zahavi, Amotz (1975) · 1975
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Virtues and Vices and Other Essays in Moral Philosophy
Foot, Philippa (1978) · 1978
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Evolutionarily Stable Strategies and Game Dynamics
Taylor, Peter D. and Leo B. Jonker (1978) · 1978
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Social Dilemmas
Dawes, Robyn (1980) · 1980
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An Evolutionary Approach to Norms
Axelrod, Robert (1981) · 1981
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The Evolution of Cooperation
Axelrod, Robert and William D. Hamilton (1981) · 1981
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The Descent of Man, and Selection in Relation to Sex
Darwin, Charles (1981/1871) · 1981
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The Evolutionary Development of Morality as an Effect of Dominance Behavior and Conflict Interference
Boehm, C. (1982) · 1982
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Strategic Information Transmission
Crawford, Vincent P. and Joel Sobel (1982) · 1982
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Assortment of Encounters and the Evolution of Cooperativeness
Eshel, Ilan and L. L. Cavalli-Sforza (1982) · 1982
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Evolution and the Theory of Games
Maynard Smith, John (1982) · 1982
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Cheap Talk, Coordination, and Entry
Farrell, Joseph (1987) · 1987
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Sexual Selection: The Handicap Principle Does Work – Sometimes
Pomiankowski, Andrew (1987) · 1987
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The Dynamics of Deterrence
Zagare, Frank C. (1987) · 1987
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Does Biology Constrain Culture?
Rogers, Alan R. (1988) · 1988
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Do Practice Guidelines Guide Practice?
Lomas, Jonathan, Geoffrey M. Anderson, Karin Domnick-Pierre, Eugene Vayda, Murray W. Enkin, and Walter J. Hannah (1989) · 1989
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Game theory
Fudenberg, Drew and Jean Tirole (1991) · 1991
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Words without Action? The Production, Dissemination, and Impact of Consensus Recommendations
Lomas, Jonathan (1991) · 1991
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Handbook of Game Theory with Economic Applications
Aumann, Robert and Sergiu Hart (1992) · 1992
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Cheap Talk, Coordination and Evolutionary Stability
Wärneryd, Karl (1993) · 1993
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Group Correspondence Biases and the Provision of Public Goods
Allison, Scott T. and Norbert L. Kerr (1994) · 1994
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Handbook of Game Theory with Economic Applications
Aumann, Robert and Sergiu Hart (1994) · 1994
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An Economist’s Perspective on the Evolution of Norms
Binmore, Ken G. and Larry Samuelson (1994) · 1994
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Leviathan, with Selected Variants from the Latin Edition of 1668
Hobbes, Thomas (1994/1651) · 1994
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Group Socialization: Theory and Research
Levine, John M. and Richard L. Moreland (1994) · 1994
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Markov Games as a Framework for Multi-agent Reinforcement Learning
Littman, Michael L. (1994) · 1994
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Darwin Meets the Logic of Decision: Correlation in Evolutionary Game Theory
Skyrms, Brian (1994) · 1994
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Talking to Neighbors: The Evolution of Regional Meaning
Zollman, Kevin J. S. (2005) · 1994
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Nichomachean ethics
Aristotle (1995) · 1995
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Communication in Discrete Action-Response Games
Hurd, Peter L. (1995) · 1995
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Sexual Selection, Honest Advertisement and the Handicap Principle: Reviewing the Evidence
Johnstone, Rufus A. (1995) · 1995
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Cheap Talk
Farrell, Joseph and Matthew Rabin (1996) · 1996
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Evolution of the Social Contract
Skyrms, Brian (2014/1996) · 1996
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Virtue Ethics
Crisp, Roger and Michael Slote (1997) · 1997
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Evolutionary Game Theory
Weibull, Jörgen M. (1997) · 1997
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The Handicap Principle
Zahavi, Amotz and Avishag Zahavi (1997) · 1997
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Evolutionary Game and Population Dynamics
Hofbauer, Josef and Karl Sigmund (1998) · 1998
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Nuclear Deterrence in the Developing World: A Game-Theoretic Treatment
Kraig, Michael R. (1999) · 1999
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The Evolutionary Language Game
Nowak, Martin A., Joshua B. Plotkin, and David C. Krakauerd (1999) · 1999
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Economics and Identity
Akerloff, George A. and Rachel E. Kranton (2000) · 2000
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The Experience of the Montréal Protocol: Particularly Remarkable, and Remarkably Particular
DeSombre, Elizabeth R. (2000) · 2000
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Game Theory Evolving: A Problem-Centered Introduction to Modeling Strategic Behavior
Gintis, Herbert (2000) · 2000
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Collective Action and the Evolution of Social Norms
Ostrom, Elinor (2000) · 2000
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Cost and Conflict in Animal Signals and Human Language
Lachmann, Michael, Szabolcs Szamado, and Carl T. Bergstrom (2001) · 2001
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Learning from Learning Machines: Optimisation, Rules, and Social Norms
LaCroix, Travis and Yoshua Bengio (2019) · 2001
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Birds of a Feather: Homophily in Social Networks
McPherson, Miller, Lynn Smith-Lovin, and James M. Cook (2001) · 2001
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The Design of Stable International Environmental Agreements: Economic Theory and Political Economy
Wagner, Ulrich J. (2001) · 2001
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Handbook of Game Theory with Economic Applications
Aumann, Robert and Sergiu Hart (2002) · 2002
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Empathy leads to fairness
Page, Karen M. and Martin A. Nowak (2002) · 2002
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Explaining Altruistic Behavior in Humans
Gintis, Herbert, Samuel Bowles, Robert Boyd, and Ernst Fehr (2003) · 2003
Cited alongside, same era.
Evolutionary Game Dynamics
Hofbauer, Josef and Karl Sigmund (2003) · 2003
Cited alongside, same era.
Does Social/Cultural Learning Increase Human Adaptability? Rogers’s question revisited
Kameda, Tatsuya and Daisuke Nakanishi (2003) · 2003
Cited alongside, same era.
Religious Ritual and Cooperation: Testing for a Relationship on Israeli Religious and Secular Kibbutzim
Sosis, Richard and Bradley J. Ruffle (2003) · 2003
Cited alongside, same era.
Hard Choices and Soft Law: Ethical Codes, Policy Guidelines and the Role of the Courts in Regulating Government
Sossin, Lorne and Charles W. Smith (2003) · 2003
Cited alongside, same era.
Reciprocity and the Social Contract
Binmore, Ken G. (2004) · 2004
Consistent strategy updating in spatial and non-spatial behavioral experiments does not promote cooperation in social networks
Grujić, Jelena, Torsten Rohl, Dirk Semmann, Manfred Milinski, and Arne Traulsen (2012) · 2012
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Evolving Cooperation
Nowak, Martin A. (2012) · 2012
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Human Cooperation
Rand, David G. and Martin A. Nowak (2013) · 2013
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A Short Course in Intermediate Microeconomics with Calculus
Serrano, Roberto and Allan M. Feldman (2013) · 2013
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Fixation in Finite Populations Evolving in Fluctuating Environments
Ashcroft, Peter, Philipp M. Altrock, and Tobias Galla (2014) · 2014
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Climate Change Governance, Cooperation and Self-organization
Pacheco, Jorge M., Vítor V. Vasconcelos, and Francisco C. Santos (2014) · 2014
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Cited alongside, same era.
Emergence of Cooperation and Evolutionary Stability In Finite Populations
Nowak, Martin A., Akira Sasaki, Christine Taylor, and Drew Fudenberg (2004) · 2004
Cited alongside, same era.
Evolutionary Dynamics of Biological Games
Nowak, Martin A. and Karl Sigmund (2004) · 2004
Cited alongside, same era.
The Stag Hunt and the Evolution of Social Structure
Skyrms, Brian (2004) · 2004
Cited alongside, same era.
Evolutionary Game Dynamics in Finite Populations
Taylor, Christine, Drew Fudenberg, Akira Sasaki, and Martin A. Nowak (2004) · 2004
Cited alongside, same era.
Evolution of Social Learning: A Mathematical Analysis
Wakano, Joe Yuichiro, Kenichi Aoki, and Marcus W. Feldman (2004) · 2004
Cited alongside, same era.
Ars Conjectandi: Usum & Applicationem Praecedentis Doctrinae in Civilibus, Moralibus & Oeconomicis [The Art of Conjecture]
Bernoulli, Jacob (1713/2005) · 2005
Cited alongside, same era.
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Handbook of Game Theory
Young, H. Peyton and Shmuel Zamir (2014) · 2014
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A comparative analysis of spatial Prisoner’s Dilemma experiments: Conditional cooperation and payoff irrelevance
Grujić, Jelena, Carlos Gracia-Lazaro, Manfred Milinski, Dirk Semmann, Arne Traulsen, José A. Cuesta, Yamir Moreno, and Angel Sánchez (2015) · 2015
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Fixation Probabilities in Evolutionary Games with the Moran and Fermi Processes
Liu, Xuesong, Qiuhui Pan, Yibin Kang, and Mingfeng He (2015) · 2015
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Fitness-based Models and Pairwise Comparison Models of Evolutionary Games are Typically Different—Even in Unstructured Populations
Wu, Bin, Benedikt Bauer, Tobias Galla, and Arne Traulsen (2015) · 2015
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Toward an Ethics of Algorithms: Convening, Observation, Probability, and Timeliness
Ananny, Mike (2016) · 2016
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Network Effects on Coordination in Asymmetric Games
Broere, Joris, Vincent Buskens, Jeroen Weesie, and Henk Stoof (2017) · 2017
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AI Now 2017 Report
Campolo, Alex, Madelyn Sanfilippo, Meredith Whittaker, and Kate Crawford (2017) · 2017
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DeepMind Ethics & Society Principles
DeepMind (2017) · 2017
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Asilomar AI Principles
Future of Life Institute (2017) · 2017
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AI R&D principles
Government of Japan, Ministry of Internal Affairs & Communications (MIC) (2017) · 2017
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Reboot for the AI revolution
Harari, Yuval Noah (2017) · 2017
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Principles for the Cognitive Era
IBM (2017) · 2017
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AI Policy Principles
Information Technology Industry Council (2017) · 2017
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Fixation of Strategies with the Moran and Fermi Processes in Evolutionary Games
Liu, Xuesong, Mingfeng He, Yibin Kang, and Qiuhui Pan (2017) · 2017
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The Forthcoming Artificial Intelligence (AI) Revolution: Its Impact on Society and Firms
Makridakis, Spyros (2017) · 2017
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The Ethics of Code: Developing AI for Business with Five Core Principles
Sage (2017) · 2017
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Principles for the Governance of AI
The Future Society (2017) · 2017
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Ethically Aligned Design, Version 2
The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems (2017) · 2017
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The Japanese Society for Artificial Intelligence Ethical Guidelines
The Japanese Society for Artificial Intelligence (2017) · 2017
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Top 10 Principles For Ethical Artificial Intelligence
UNI Global Union (2017) · 2017
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The Montreal Declaration for a Responsible Development of Artificial Intelligence
Université de Montréal (2017) · 2017
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Principles for Algorithmic Transparency and Accountability
US Public Policy Council, Association for Computing Machinery (2017) · 2017
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Statement on artificial intelligence, robotics and ‘autonomous’ systems
European Group on Ethics in Science and New Technologies (2018) · 2018
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AI at Google: Our Principles
Google (2018) · 2018
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ACM Code of Ethics: A Guide for Positive Action
Gotterbarn, Don, Amy Bruckman, Catherine Flick, Keith Miller, and Marty J. Wolf (2018) · 2018
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Draft AI utilization principles
Government of Japan, Ministry of Internal Affairs & Communications (MIC) (2018) · 2018
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Harmonious Artificial Intelligence Principles (HAIP)
HAIP Initiative (2018) · 2018
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AI in the UK: Ready, willing and able?
House of Lords, UK (2018) · 2018
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Principles for Trust and Transparency
IBM (2018) · 2018
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Does ACM’s Code of Ethics Change Ethical Decision Making in Software Development?
McNamara, Andrew, Justin Smith, and Emerson Murphy-Hill (2018) · 2018
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Microsoft AI Principles
Microsoft (2018) · 2018
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OpenAI Charter
OpenAI (2018) · 2018
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Sap’s guiding principles for artificial intelligence
SAP (2018) · 2018
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Sony group AI ethics guidelines
Sony (2018) · 2018
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The Stanford Human-Centered AI Initiative (HAI)
Stanford University (2018) · 2018
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Universal Guidelines for Artificial Intelligence
The Public Voice (2018) · 2018
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Ethics as an escape from regulation: From ‘ethics-washing’ to ethics-shopping?
Wagner, Ben (2018) · 2018
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AI now report 2018
Whittaker, Meredith, Kate Crawford, Roel Dobbe, Genevieve Fried, Elizabeth Kaziunas, Varoon Mathur, Sarah Mysers West, Rashida Richardson, Jason Schultz, and Oscar Schwartz (2018) · 2018
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Don’t Let Industry Write the Rules for AI
Benkler, Yochai (2019) · 2019
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‘Good’ Isn’t Good Enough
Green, Ben (2019) · 2019
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Better, Nicer, Clearer, Fairer: A Critical Assessment of the Movement for Ethical Artificial Intelligence and Machine Learning
Greene, Daniel, Anna Lauren Hoffmann, and Luke Stark (2019) · 2019
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Towards Digital Enlightenment: Essays on the Dark and Light Sides of the Digital Revolution
Helbing, Dirk (2019) · 2019
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The Global Landscape of AI Ethics Guidelines
Jobin, Anna, Marcello Ienca, and Effy Vayena (2019) · 2019
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Using logic to evolve more logic: Composing logical operators via self-assembly
LaCroix, Travis (2019) · 2019
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Principles alone cannot guarantee ethical AI
Mittelstadt, Brent (2019) · 2019
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Stochastic Stability & Disagreement in Evolutionary Dynamics
Mohseni, Aydin (2019) · 2019
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Game Theory
Ross, Don (2019) · 2019
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A Guide for Ethical Data Science: A Collaboration between the Royal Statistical Society (RSS) and the Institute and Faculty of Actuaries (IFoA)
Royal Statistical Society and the Institute and Faculty of Actuaries (2019) · 2019
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Human Compatible: Artificial Intelligence and the Control Problem
Russell, Stuart (2019) · 2019
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The Role and Limits of Principles in AI Ethics: Towards a Focus on Tensions
Whittlestone, Jess, Rune Nyrup, Anna Alexandrova, and Stephen Cave (2019) · 2019
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ACM code of ethics enforcement procedures
Association for Computing Machinery, ACM (2020) · 2020
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Cheap-Talk Declarations and the Tragedy of the AI Commons
Authors, Anonymous (2021) · 2020
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Gebru, Timnit, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumeé, III, and Kate Crawford (2020) · 2020
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Complex Signals: Reflexivity, Hierarchical Structure, and Modular Composition
LaCroix, Travis (2020) · 2020
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Power by Association
LaCroix, Travis and Cailin O’Connor (2020) · 2020
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Composition of the Ad Hoc Expert Group (AHEG) for the Recommendation on the Ethics of Artificial Intelligence / Composition du Groupe d’experts ad hoc (GEAH) pour la Recommandation sur l’éthique de l’intelligence artificielle
UNESCO (2020) · 2020
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