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Moral Machines
Abstract
The human‐built environment is increasingly being populated by artificial agents that, through artificial intelligence (AI), are capable of acting autonomously. The software controlling these autonomous systems is, to‐date, “ethically blind” in the sense that the decision‐making capabilities of such systems does not involve any explicit moral reasoning. The title Moral Machines: Teaching Robots Right from Wrong refers to the need for these increasingly autonomous systems (robots and software bots) to become capable of factoring ethical and moral considerations into their decision making. The new field of inquiry directed at the development of artificial moral agents is referred to by a number of names including machine morality, machine ethics, roboethics, or artificial morality. Engineers exploring design strategies for systems sensitive to moral considerations in their choices and actions will need to determine what role ethical theory should play in defining control architectures for such systems.
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“Several expert committees have been created to this end, such as the High-Level Expert Group on Artificial Intelligence appointed by the European Commission, the Expert Group on AI in Society of the OECD, and the Select Committee on Artificial Intelligence of the UK's House of Lords.153”
From Artificial Intelligence and Sustainable Decisions (2023) · cites this paper as [153]
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Awad, E., Dsouza, S., Kim, R., Schulz, J., Henrich, J., Shariff, A., Bonnefon, J.-F., & Rahwan, I. (2018) · Nature · doi:10.1038/s41586-018-0637-6 · Cited by 1,859
The social dilemma of autonomous vehicles
Bonnefon, J.-F., Shariff, A., & Rahwan, I. (2016) · Science · doi:10.1126/science.aaf2654 · Cited by 1,527
“algorithms that control AVs will need to embed moral principles guiding their decisions in situations of unavoidable harm (10).”
BackgroundGranny and the robots: ethical issues in robot care for the elderly
Sharkey, A., & Sharkey, N. (2012) · Ethics and Information Technology · doi:10.1007/s10676-010-9234-6 · Cited by 985
“Similar sensitive customisation of monitoring robots, using a value sensitive design approach, may well turn out to be the best way of garnering the advantages afforded by robots, without reducing the quality of life of the elderly (see Forlizzi et al. 2004 for a related approach).”
BackgroundResultInfluentialArtificial Intelligence, Values, and Alignment
Gabriel, I. (2020) · Minds and Machines · doi:10.1007/s11023-020-09539-2 · Cited by 896
The ethics of artificial intelligence
Bostrom, N., & Yudkowsky, E. (2014) · The Cambridge Handbook of Artificial Intelligence · doi:10.1017/cbo9781139046855.020 · Cited by 918
People are averse to machines making moral decisions.
Bigman, Y. E., & Gray, K. (2018) · Cognition · doi:10.1016/j.cognition.2018.08.003 · Cited by 738
Research Priorities for Robust and Beneficial Artificial Intelligence
Russell, S., Dewey, D., & Tegmark, M. (2015) · AI Magazine · doi:10.1609/aimag.v36i4.2577 · Cited by 637
“For example, Wallach and Allen (2008) argue that a significant consideration is the computational expense of different behavioral standards (or ethical theories): if a standard cannot be applied efficiently enough to guide behavior in safety-critical situations, then cheaper approximations may be…”
BackgroundAn Overview of Artificial Intelligence Ethics
Huang, C., Zhang, Z., Mao, B., & Yao, X. (2022) · IEEE Transactions on Artificial Intelligence · doi:10.1109/tai.2022.3194503 · Cited by 649
“Although cMTT has several problems, for example, someone might argue this standard is too low, Wallach and Allen [146] believe that cMTT is a feasible and acceptable method for evaluating the morality of AI agents, since there are no other evaluation criteria that are commonly accepted and agreed.”
MethodCoeckelbergh, M. (2020) · Science and Engineering Ethics · doi:10.1007/s11948-019-00146-8 · Cited by 475
O'Sullivan, S., Nevejans, N., Allen, C., Blyth, A., Leonard, S., Pagallo, U., Holzinger, K., Holzinger, A., Sajid, M. I., & Ashrafian, H. (2019) · The International Journal of Medical Robotics and Computer Assisted Surgery · doi:10.1002/rcs.1968 · Cited by 437
“Such decisions could be informed by what Wallach and Allen (2009) 55 call “ top ‐ down, ” ie, theory ‐ driven, approaches to ethical decision making, or they could be shaped by “ bottom ‐ up, ” or data ‐ driven processes that have been trained to emulate human decision makers.”
BackgroundSelf-citationA practical guide to multi-objective reinforcement learning and planning
Hayes, C. F., Rădulescu, R., Bargiacchi, E., Källström, J., Macfarlane, M., Reymond, M., Verstraeten, T., Zintgraf, L. M., Dazeley, R., Heintz, F., et al. (2022) · Autonomous Agents and Multi-Agent Systems · doi:10.1007/s10458-022-09552-y · Cited by 400
“However, in important domains where ethical or moral issues become apparent, single-objective approaches require explicitly combining these factors together with other objectives (such as economic outcomes) in a way that may be unacceptable to many people [Wallach and Allen, 2008].”
BackgroundRobot rights? Towards a social-relational justification of moral consideration
Coeckelbergh, M. (2010) · Ethics and Information Technology · doi:10.1007/s10676-010-9235-5 · Cited by 391
“…Robotics’ testify (Asimov 1942), or that we should build ‘moral machines’ that do not only follow ‘top-down’ laws given to them by humans but that also have the capacity to develop into moral machines ‘bottom up’, that is, by moral learning emerging from their intelligence (Wallach & Allen 2008).”
BackgroundInfluentialIncorporating Ethics into Artificial Intelligence
Etzioni, A., & Etzioni, O. (2017) · The Journal of Ethics · doi:10.1007/s10892-017-9252-2 · Cited by 388
“(Wallach and Allen 2009: 3) That is, the same question asked about driverless cars stands for many other autonomous machines, including weapons that choose their own targets; robotic surgeons; robots that provide child, elder, and health care; as well as quite a few others.”
BackgroundInfluentialPublic acceptance and perception of autonomous vehicles: a comprehensive review
Othman, K. (2021) · AI and Ethics · doi:10.1007/s43681-021-00041-8 · Cited by 347
The Ethics of Accident-Algorithms for Self-Driving Cars: an Applied Trolley Problem?
Nyholm, S., & Smids, J. (2016) · Ethical Theory and Moral Practice · doi:10.1007/s10677-016-9745-2 · Cited by 332
Plagiarism in the age of massive generative pre-trained transformers (GPT-3)
Dehouche, N. (2021) · Ethics in Science and Environmental Politics · doi:10.3354/esep00195 · Cited by 296
“It is seen as a major extinction risk by Bostrom (2016), and ethics discourse on it has mainly focused on the potential for an intrinsic morality in autonomous systems possessing this form of intelligence (Wallach & Allen 2009).”
BackgroundIn principle obstacles for empathic AI: why we can’t replace human empathy in healthcare
Montemayor, C., Halpern, J., & Fairweather, A. (2022) · AI & SOCIETY · doi:10.1007/s00146-021-01230-z · Cited by 293
Ethical Decision Making during Automated Vehicle Crashes
Goodall, N. J. (2014) · Transportation Research Record: Journal of the Transportation Research Board · doi:10.3141/2424-07 · Cited by 292
“Wallach and Allen refer to these techniques as “bottom-up” approaches, which can include such techniques as genetic algorithms, connectionism, and learning algorithms (38).”
BackgroundMethodInfluentialBelenguer, L. (2022) · AI and Ethics · doi:10.1007/s43681-022-00138-8 · Cited by 289
Moral Predators: The Duty to Employ Uninhabited Aerial Vehicles
Strawser, B. J. (2010) · Journal of Military Ethics · doi:10.1080/15027570.2010.536403 · Cited by 259
Embedding Values in Artificial Intelligence (AI) Systems
van de Poel, I. (2020) · Minds and Machines · doi:10.1007/s11023-020-09537-4 · Cited by 255
Should we welcome robot teachers?
SHARKEY, A. J. C. (2016) · Ethics and Information Technology · doi:10.1007/s10676-016-9387-z · Cited by 277
“Wallach and Allen (2009) also suggest that the techniques used to enable robots to detect and respond to human social cues are ‘arguably forms of deception’.”
BackgroundInfluentialSacrifice One For the Good of Many?: People Apply Different Moral Norms to Human and Robot Agents
Malle, B. F., Scheutz, M., Arnold, T., Voiklis, J., & Cusimano, C. (2015) · Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction · doi:10.1145/2696454.2696458 · Cited by 246
The Singularity: A Philosophical Analysis
Chalmers, D. J. (2016) · Science Fiction and Philosophy · doi:10.1002/9781118922590.ch16 · Cited by 246
Nyholm, S. (2018) · Science and Engineering Ethics · doi:10.1007/s11948-017-9943-x · Cited by 242
Ethics of healthcare robotics: Towards responsible research and innovation
Stahl, B. C., & Coeckelbergh, M. (2016) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2016.08.018 · Cited by 235
The other question: can and should robots have rights?
Gunkel, D. J. (2017) · Ethics and Information Technology · doi:10.1007/s10676-017-9442-4 · Cited by 234
Lo Piano, S. (2020) · Humanities and Social Sciences Communications · doi:10.1057/s41599-020-0501-9 · Cited by 229
“Furthermore, the way decisions enacted could back fi re in complex contexts to which the algorithms had no extrapolative power, is an unpredictable issue one has to deal with (Wallach and Allen, 2008; Yurtsever et al., 2020).”
BackgroundMachine Ethics: The Design and Governance of Ethical AI and Autonomous Systems [Scanning the Issue]
Winfield, A. F. T., Michael, K., Pitt, J. V., & Evers, V. (2019) · Proceedings of the IEEE · doi:10.1109/jproc.2019.2900622 · Cited by 235
“The field of machine ethics was de facto established by Allen et al [13,14], Asaro [15], Moor [16], Powers [17], Anderson and Anderson [18,19] and Wallach and Allen [9].”
BackgroundInfluentialBuilding Ethics into Artificial Intelligence
Yu, H., Shen, Z., Miao, C., Leung, C., Lesser, V. R., & Yang, Q. (2018) · Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence · doi:10.24963/ijcai.2018/779 · Cited by 210
“As artificial intelligence (AI) technologies enter many areas of our daily life [Cai et al. , 2014; Shi et al. , 2016; Pan et al. , 2017; Zheng et al. , 2018], the problem of ethical decision-making, which has long been a grand challenge for AI [Wallach and Allen, 2008], has caught public attention.”
BackgroundDistributed Morality in an Information Society
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Zhao, J., & Gómez Fariñas, B. (2023) · European Business Organization Law Review · doi:10.1007/s40804-022-00262-2 · Cited by 197
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Murphy, R., & Woods, D. D. (2009) · IEEE Intelligent Systems · doi:10.1109/mis.2009.69 · Cited by 193
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Tigard, D. W. (2020) · Philosophy & Technology · doi:10.1007/s13347-020-00414-7 · Cited by 198
“Even granting that technology can reflect human values — or that AI can possess something like “ functional morality ” (Allen and Wallach 2009, 2011) — surely the most intelligent machines cannot truly be said to care .”
BackgroundWe need to talk about deception in social robotics!
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Tørresen, J. (2018) · Frontiers in Robotics and AI · doi:10.3389/frobt.2017.00075 · Cited by 180
“In the book Moral Machines (Wallach and Allen, 2009), a hypothetical scenario is outlined where “unethical” robotic trading systems contribute to an artificially high oil price, which leads to the automated program to control energy output switches over from oil to more polluting coal power plants…”
BackgroundInfluentialMoral zombies: why algorithms are not moral agents
Véliz, C. (2021) · AI & Society · doi:10.1007/s00146-021-01189-x · Cited by 202
The evitability of autonomous robot warfare
SHARKEY, N. E. (2012) · International Review of the Red Cross · doi:10.1017/s1816383112000732 · Cited by 174
Imposing limits on autonomous systems
Hancock, P. A. (2017) · Ergonomics · doi:10.1080/00140139.2016.1190035 · Cited by 162
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SHARKEY, A. J. C., & SHARKEY, N. E. (2011) · IEEE Robotics & Automation Magazine · doi:10.1109/mra.2010.940151 · Cited by 170
“Wallach and Allen [11], in a discussion of the ability of robots to detect basic human social gestures and respond with humanlike social cues, suggest that, " from a puritanical perspective, all such techniques are arguably forms of deception " [11, p. 44].”
BackgroundMind the gap: responsible robotics and the problem of responsibility
Gunkel, D. J. (2020) · Ethics and Information Technology · doi:10.1007/s10676-017-9428-2 · Cited by 174
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Roff, H. M. (2014) · Journal of Military Ethics · doi:10.1080/15027570.2014.975010 · Cited by 154
A Rawlsian algorithm for autonomous vehicles
Leben, D. (2017) · Ethics and Information Technology · doi:10.1007/s10676-017-9419-3 · Cited by 141
Chella, A., & Manzotti, R. (2010) · Springer eBooks · doi:10.1007/978-1-4419-1452-1_20 · Cited by 157
“It is not unusual to hear that robots are capable of feeling emotions or taking autonomous and even moral choices (Wallach and Allen 2009).”
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Sauer, F., & Schörnig, N. (2012) · Security Dialogue · doi:10.1177/0967010612450207 · Cited by 143
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Gerdes, J. C., & Thornton, S. M. (2015) · Autonomes Fahren · doi:10.1007/978-3-662-45854-9_5 · Cited by 127
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Wallach, W., Franklin, S., & Allen, C. (2010) · Topics in Cognitive Science · doi:10.1111/j.1756-8765.2010.01095.x · Cited by 127
Self-citationCunneen, M., Mullins, M., & Murphy, F. (2019) · Applied Artificial Intelligence · doi:10.1080/08839514.2019.1600301 · Cited by 134
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Wallach, W. (2010) · Ethics and Information Technology · doi:10.1007/s10676-010-9232-8 · Cited by 126
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MethodResultInfluentialSelf-citationResponses to catastrophic AGI risk: a survey
Sotala, K., & Yampolskiy, R. V. (2015) · Physica Scripta · doi:10.1088/0031-8949/90/1/018001 · Cited by 121
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Möser, C., den Hond, F., & Lindebaum, D. (2021) · Academy of Management Learning and Education · doi:10.5465/amle.2020.0287 · Cited by 132
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Winfield, A. F. T., Blum, C., & Liu, W. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-10401-0_8 · Cited by 117
“For instance, in their book Moral Machines, Wendell and Allen [16] write " If multipurpose machines are to be trusted, operating untethered from their designers or owners and programmed to respond flexibly in real or virtual world environments, there must be confidence that their behaviour satisfies appropriate norms.”
BackgroundEmbedded ethics: some technical and ethical challenges
Bonnemains, V., Saurel, C., & Tessier, C. (2018) · Ethics and Information Technology · doi:10.1007/s10676-018-9444-x · Cited by 110
“Therefore we will focus on machines embedding explicit ethics and full moral agents as defined in (Wallach and Allen, 2009) and (Yilmaz et al, 2016).”
BackgroundMethodInfluentialBankins, S., & Formosa, P. (2019) · European Journal of Work and Organizational Psychology · doi:10.1080/1359432x.2019.1620328 · Cited by 122
“The literatures on arti fi cial moral agents (Wallach & Allen, 2009) and Computers as Social Actors (discussed above) support the idea that sophisticated social robots are agents and will be attributed agency by humans.”
BackgroundRobot caregivers: harbingers of expanded freedom for all?
Borenstein, J., & Pearson, Y. (2010) · Ethics and Information Technology · doi:10.1007/s10676-010-9236-4 · Cited by 106
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Tonkens, R. (2009) · Minds and Machines · doi:10.1007/s11023-009-9159-1 · Cited by 105
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Chan, G. K. Y. (2020) · International Journal of Social Robotics · doi:10.1007/s12369-020-00653-w · Cited by 102
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Kimura, T. (2017) · Social Compass · doi:10.1177/0037768616683326 · Cited by 33
“Its main concern is the ethical and moral questions that have been raised (Arkin, 2009; Wallach and Allen, 2009; Anderson and Anderson, 2011; Kimura, 2014).”
BackgroundThe ethics of crashes with self‐driving cars: A roadmap, I
Nyholm, S. R. (2018) · Philosophy Compass · doi:10.1111/phc3.12507 · Cited by 109
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Arnold, T., & Scheutz, M. (2018) · Ethics and Information Technology · doi:10.1007/s10676-018-9447-7 · Cited by 94
Csaszar, F. A., & Steinberger, T. (2021) · Academy of Management Annals · doi:10.5465/annals.2020.0192 · Cited by 109
Benzinger, L., Ursin, F., Balke, W.-T., Kacprowski, T., & Salloch, S. (2023) · BMC Medical Ethics · doi:10.1186/s12910-023-00929-6 · Cited by 95
“The term “moral robots” describes computer systems that operate in conformity with an ethical framework that they have been “taught” and, thereby, evaluate all their decisions for infringements of the said framework before executing them [15].”
BackgroundRobotic Nudges: The Ethics of Engineering a More Socially Just Human Being
Borenstein, J., & Arkin, R. (2015) · Science and Engineering Ethics · doi:10.1007/s11948-015-9636-2 · Cited by 92
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BackgroundRegulating artificial intelligence and robotics: ethics by design in a digital society
Iphofen, R., & Kritikos, M. (2019) · Contemporary Social Science · doi:10.1080/21582041.2018.1563803 · Cited by 108
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BackgroundDodig Crnkovic, G., & Çürüklü, B. (2012) · Ethics and Information Technology · doi:10.1007/s10676-011-9278-2 · Cited by 90
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Gunkel, D. J. (2013) · Philosophy & Technology · doi:10.1007/s13347-013-0121-z · Cited by 87
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BackgroundSteimers, A., & Schneider, M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19063641 · Cited by 117
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BackgroundInfluentialEvolution of Surgical Robot Systems Enhanced by Artificial Intelligence: A Review
Liu, Y., Wu, X., Sang, Y., Zhao, C., Wang, Y., Shi, B., & Fan, Y. (2024) · Advanced Intelligent Systems · doi:10.1002/aisy.202300268 · Cited by 112
The ethics of crashes with self‐driving cars: A roadmap, II
Nyholm, S. (2018) · Philosophy Compass · doi:10.1111/phc3.12506 · Cited by 85
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Coeckelbergh, M. (2016) · Applied Artificial Intelligence · doi:10.1080/08839514.2016.1229759 · Cited by 83
“For instance, one could try to make the car more “ethical,” creating what Wallach and Allen would call a better “moral machine” (Wallach and Allen 2009).”
BackgroundWhen Do People Want AI to Make Decisions?
Kramer, M. F., Schaich Borg, J., Conitzer, V., & Sinnott-Armstrong, W. (2018) · Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society · doi:10.1145/3278721.3278752 · Cited by 83
Outline of a sociology of decisionism
Abend, G. (2017) · British Journal of Sociology · doi:10.1111/1468-4446.12320 · Cited by 81
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Laakasuo, M., Palomäki, J., & Köbis, N. (2021) · International Journal of Social Robotics · doi:10.1007/s12369-020-00738-6 · Cited by 69
Artificial intelligence and human rights: a business ethical assessment
KRIEBITZ, A., & LÜTGE, C. (2020) · Business and Human Rights Journal · doi:10.1017/bhj.2019.28 · Cited by 76
Gamez, P., Shank, D. B., Arnold, C., & North, M. (2020) · Ai & Society · doi:10.1007/s00146-020-00977-1 · Cited by 68
AI in the Sky: How People Morally Evaluate Human and Machine Decisions in a Lethal Strike Dilemma
Malle, B., Magar, S. T., & Scheutz, M. (2019) · Robotics and Well-Being · doi:10.1007/978-3-030-12524-0_11 · Cited by 78
“If we build moral machines at all [44] then they should meet the highest ethical demands, even if humans do not always meet them.”
BackgroundScruples: A Corpus of Community Ethical Judgments on 32, 000 Real-Life Anecdotes
Lourie, N., Le Bras, R., & Choi, Y. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v35i15.17589 · Cited by 73
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BackgroundThe Need for Moral Competency in Autonomous Agent Architectures
Scheutz, M. J. (2016) · Synthese Library/Synthese library · doi:10.1007/978-3-319-26485-1_30 · Cited by 72
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Misselhorn, C. (2018) · Society · doi:10.1007/s12115-018-0229-y · Cited by 83
Making moral machines: why we need artificial moral agents
Formosa, P., & Ryan, M. (2020) · AI & Society · doi:10.1007/s00146-020-01089-6 · Cited by 82
Artificial agents, good care, and modernity
Coeckelbergh, M. (2015) · Metamedicine · doi:10.1007/s11017-015-9331-y · Cited by 71
“For instance, some authors, such as Wendell Wallach and Colin Allen, think that the solution lies in trying to create ethical or moral machines [1, 2] which have a built-in capacity to make ethical decisions.”
BackgroundResponsible epistemic technologies: A social-epistemological analysis of autocompleted web search
Miller, B., & Record, I. (2016) · New Media & Society · doi:10.1177/1461444816644805 · Cited by 73
From posthumanism to ethics of artificial intelligence
Nath, R., & Manna, R. (2021) · AI & Society · doi:10.1007/s00146-021-01274-1 · Cited by 69
“67 Wallach and Allen (2009), p. 39.”
Are Emotional Robots Deceptive?
Coeckelbergh, M. (2011) · IEEE Transactions on Affective Computing · doi:10.1109/t-affc.2011.29 · Cited by 68
““moral machines” [8], then given the limitations of “top-”
Ethical Issues for Autonomous Trading Agents
Wellman, M. P., & Rajan, U. (2017) · Minds and Machines · doi:10.1007/s11023-017-9419-4 · Cited by 67
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Chesterman, S. A. (2020) · International and Comparative Law Quarterly · doi:10.1017/s0020589320000366 · Cited by 285
Moral Predators: The Duty to Employ Uninhabited Aerial Vehicles
Strawser, B. J. (2010) · Springer eBooks · doi:10.1007/978-90-481-9707-1_99 · Cited by 65
The Singularity and Machine Ethics
Muehlhauser, L., & Helm, L. (2012) · The frontiers collection · doi:10.1007/978-3-642-32560-1_6 · Cited by 64
RoboWarfare: can robots be more ethical than humans on the battlefield?
Sullins, J. P. (2010) · Ethics and Information Technology · doi:10.1007/s10676-010-9241-7 · Cited by 68
“13 Anderson and Anderson (2004), Arkin (2007, 2009), Floridi and Sanders (2004), and Wallach and Allen (2009).”
BackgroundImplementable Ethics for Autonomous Vehicles
Gerdes, J. C., & Thornton, S. M. (2016) · Springer eBooks · doi:10.1007/978-3-662-48847-8_5 · Cited by 75
“Philosophers have noted the challenge of fi nding a single ethical framework that adequately addresses the needs of robots or automated vehicles [2 – 4 , 12 Moving forward, Asimov ’ s laws raise another point worth considering.”
BackgroundMethodAIonAI: A Humanitarian Law of Artificial Intelligence and Robotics
Ashrafian, H. (2014) · Science and Engineering Ethics · doi:10.1007/s11948-013-9513-9 · Cited by 62
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BackgroundDelegating strategic decision-making to machines: Dr. Strangelove Redux?
Johnson, J. S. (2020) · Journal of Strategic Studies · doi:10.1080/01402390.2020.1759038 · Cited by 59
Machines and the Moral Community
Neely, E. L. (2013) · Philosophy & Technology · doi:10.1007/s13347-013-0114-y · Cited by 57
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BackgroundCan Social Robots Qualify for Moral Consideration? Reframing the Question about Robot Rights
Tavani, H. T. (2018) · Information · doi:10.3390/info9040073 · Cited by 59
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BackgroundInfluentialKuipers, B. (2018) · Communications of the ACM · doi:10.1145/3173087 · Cited by 54
Sparrow, R. (2021) · AI & Society · doi:10.1007/s00146-020-01132-6 · Cited by 55
Understanding Technology-Induced Value Change: a Pragmatist Proposal
van de Poel, I., & Kudina, O. (2022) · Philosophy & Technology · doi:10.1007/s13347-022-00520-8 · Cited by 53
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Seibt, J. (2017) · Studies in the philosophy of sociality · doi:10.1007/978-3-319-53133-5_2 · Cited by 60
“…therefore possible to translate into the classificatory framework of SISI other proposals of distinctions in capacities for moral agency (see e.g., Wallach and Allen (2008)), or in asymmetric forms of collective agency (see in particular the interesting contributions to Misselhorn (2015) the…”
BackgroundAndreotta, A. J. (2020) · AI & Society · doi:10.1007/s00146-020-00997-x · Cited by 54
Smart Workplaces for older adults: coping ‘ethically’ with technology pervasiveness
Segkouli, S., Giakoumis, D., Votis, K., Triantafyllidis, A., Paliokas, I., & Tzovaras, D. (2021) · Universal Access in the Information Society · doi:10.1007/s10209-021-00829-9 · Cited by 39
Metadata
- Authors
- Wallach, W., & Allen, C.
- Venue
- Oxford University Press
- Publisher
- Oxford University Press
- Published
- 2009-02-01
- OpenAlex
- W4247462173
- Cited by
- 711
- References
- 0
- Citations by year
- 2026: 70 · 2025: 60 · 2024: 99 · 2023: 47 · 2022: 48 · 2021: 56 · 2020: 47 · 2019: 52 · 2018: 58 · 2017: 34 · 2016: 24 · 2015: 23 · 2014: 27 · 2013: 17 · 2012: 14
- FWCI
- 22.38
- Type
- book
- Language
- en
- Open access
- closed
- Locations
- Oxford University Press eBooks (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Ethics and Social Impacts of AI
- Social Sciences › Arts and Humanities › Philosophy › Philosophical Ethics and Theory
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Ethics in Business and Education
- Keywords
- machine ethics, artificial morality, robot ethics, autonomous systems, ethical decision-making, control architecture, moral theory, robots, bots
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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