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We present Ethics Readiness Levels (ERLs), a four-level, iterative method to track how ethical reflection is implemented in the design of AI systems. ERLs bridge high-level ethical principles and everyday engineering by turning ethical…

Computers and Society · Computer Science 2025-12-11 Laurynas Adomaitis , Vincent Israel-Jost , Alexei Grinbaum

As Artificial Intelligence (AI) becomes pervasive in most fields, from healthcare to autonomous driving, it is essential that we find successful ways of building morality into our machines, especially for decision-making. However, the…

Artificial Intelligence · Computer Science 2023-10-13 Reneira Seeamber , Cosmin Badea

Artificially intelligent systems, given a set of non-trivial ethical rules to follow, will inevitably be faced with scenarios which call into question the scope of those rules. In such cases, human reasoners typically will engage in…

Artificial Intelligence · Computer Science 2019-11-06 John Licato , Zaid Marji , Sophia Abraham

Given the growing use of Artificial Intelligence (AI) and machine learning (ML) methods across all aspects of environmental sciences, it is imperative that we initiate a discussion about the ethical and responsible use of AI. In fact, much…

Computers and Society · Computer Science 2022-04-14 Amy McGovern , Imme Ebert-Uphoff , David John Gagne , Ann Bostrom

The ethics of Machine Learning has become an unavoidable topic in the AI Community. The deployment of machine learning systems in multiple social contexts has resulted in a closer ethical scrutiny of the design, development, and application…

Computers and Society · Computer Science 2022-01-19 Miguel Sicart , Irina Shklovski , Mirabelle Jones

The term ethics is widely used, explored, and debated in the context of developing Artificial Intelligence (AI) based software systems. In recent years, numerous incidents have raised the profile of ethical issues in AI development and led…

Software Engineering · Computer Science 2024-02-21 Aastha Pant , Rashina Hoda , Chakkrit Tantithamthavorn , Burak Turhan

Machine ethics has received increasing attention over the past few years because of the need to ensure safe and reliable artificial intelligence (AI). The two dominantly used theories in machine ethics are deontological and utilitarian…

Artificial Intelligence · Computer Science 2023-01-10 Ajay Vishwanath , Einar Duenger Bøhn , Ole-Christoffer Granmo , Charl Maree , Christian Omlin

This paper deals with the importance of developing codes of conduct for practitioners--be it journalists, doctors, attorneys, or other professions--that are encountering ethical issues when using computation, but do not have access to any…

Computers and Society · Computer Science 2023-05-15 Samuel Danzon-Chambaud , Marguerite Foissac

With the powerful performance of Artificial Intelligence (AI) also comes prevalent ethical issues. Though governments and corporations have curated multiple AI ethics guidelines to curb unethical behavior of AI, the effect has been limited,…

Artificial Intelligence · Computer Science 2022-08-19 Mengyi Wei , Zhixuan Zhou

The rapid integration of Artificial Intelligence (AI) in Higher Education (HE) is transforming personalized learning, administrative automation, and decision-making. However, this progress presents a duality, as AI adoption also introduces…

Computers and Society · Computer Science 2025-03-10 Prashant Mahajan

Research in Responsible AI has developed a range of principles and practices to ensure that machine learning systems are used in a manner that is ethical and aligned with human values. However, a critical yet often neglected aspect of…

Computers and Society · Computer Science 2024-08-21 Neha R. Gupta , Jessica Hullman , Hari Subramonyam

The ethics of emerging technologies faces an anticipation dilemma: engaging too early risks overly speculative concerns, while engaging too late may forfeit the chance to shape a technology's trajectory. Despite various methods to address…

Computers and Society · Computer Science 2025-04-07 Eline de Jong

Artificial Intelligence and Machine Learning are increasingly seen as key technologies for building more decentralised and resilient energy grids, but researchers must consider the ethical and social implications of their use

Computers and Society · Computer Science 2019-12-03 Valentin Robu , David Flynn , Merlinda Andoni , Maizura Mokhtar

The cyberspace and development of intelligent systems using Artificial Intelligence (AI) creates new challenges to computer professionals, data scientists, regulators and policy makers. For example, self-driving cars raise new technical,…

Computers and Society · Computer Science 2019-09-02 Asher Wilk

As modern cities increasingly adopt a variety of sensors and Internet of Things (IoT) technologies to collect and analyze data about residents, environments, and public services, they are fostering greater interactions among smart city…

Computers and Society · Computer Science 2025-06-06 Weichen Shi

Considering the use of artificial intelligence for greater personalization of patient care and better management of human and material resources may seem like an opportunity not to be missed. In order to offer a better humanization of the…

Computers and Society · Computer Science 2020-10-30 Fabrice Muhlenbach

As artificial intelligence rapidly advances, society is increasingly captivated by promises of superhuman machines and seamless digital futures. Yet these visions often obscure mounting social, ethical, and psychological concerns tied to…

This paper describes current progress on developing an ethical architecture for robots that are designed to follow human ethical decision-making processes. We surveyed both regular adults (folks) and ethics experts (experts) on what they…

Robotics · Computer Science 2022-06-23 Shengkang Chen , Vidullan Surendran , Alan R. Wagner , Jason Borenstein , Ronald C. Arkin

AI Ethics is now a global topic of discussion in academic and policy circles. At least 84 public-private initiatives have produced statements describing high-level principles, values, and other tenets to guide the ethical development,…

Computers and Society · Computer Science 2020-02-20 Brent Mittelstadt

Agentic artificial intelligence systems are autonomous technologies capable of pursuing complex goals with minimal human oversight and are rapidly emerging as the next frontier in AI. While these systems promise major gains in productivity,…

Computers and Society · Computer Science 2026-01-13 Theodore Roberts , Bahram Zarrin