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In the ever-expanding landscape of Artificial Intelligence (AI), where innovation thrives and new products and services are continuously being delivered, ensuring that AI systems are designed and developed responsibly throughout their…

软件工程 · 计算机科学 2024-05-10 Maria Teresa Baldassarre , Domenico Gigante , Marcos Kalinowski , Azzurra Ragone

This paper aims to provide an overview of the ethical concerns in artificial intelligence (AI) and the framework that is needed to mitigate those risks, and to suggest a practical path to ensure the development and use of AI at the United…

计算机与社会 · 计算机科学 2021-04-27 Lambert Hogenhout

Responsible design of AI systems is a shared goal across HCI and AI communities. Responsible AI (RAI) tools have been developed to support practitioners to identify, assess, and mitigate ethical issues during AI development. These tools…

人机交互 · 计算机科学 2024-02-01 Glen Berman , Nitesh Goyal , Michael Madaio

Recently, a lot of attention has been given to undesired consequences of Artificial Intelligence (AI), such as unfair bias leading to discrimination, or the lack of explanations of the results of AI systems. There are several important…

计算机与社会 · 计算机科学 2019-12-23 Richard Benjamins , Alberto Barbado , Daniel Sierra

AI is transforming the existing technology landscape at a rapid phase enabling data-informed decision making and autonomous decision making. Unlike any other technology, because of the decision-making ability of AI, ethics and governance…

计算机与社会 · 计算机科学 2022-10-18 Mahendra Samarawickrama

Equity is crucial to the ethical implications in technology development. However, implementing equity in practice comes with complexities and nuances. In response, the research community, especially the human-computer interaction (HCI) and…

计算机与社会 · 计算机科学 2025-01-28 Seyun Kim , Yuanchen Bai , Haiyi Zhu , Motahhare Eslami

The ethical implications and social impacts of artificial intelligence have become topics of compelling interest to industry, researchers in academia, and the public. However, current analyses of AI in a global context are biased toward…

计算机与社会 · 计算机科学 2019-07-19 Alexa Hagerty , Igor Rubinov

As artificial intelligence continues its unprecedented global expansion, accompanied by a proliferation of benefits, an increasing apprehension about the privacy and security implications of AI-enabled systems emerges. The pivotal question…

计算机与社会 · 计算机科学 2024-08-16 Daria Korobenko , Anastasija Nikiforova , Rajesh Sharma

As the possibilities for Artificial Intelligence (AI) have grown, so have concerns regarding its impacts on society and the environment. However, these issues are often raised separately; i.e. carbon footprint analyses of AI models…

计算机与社会 · 计算机科学 2025-04-02 Alexandra Sasha Luccioni , Giada Pistilli , Raesetje Sefala , Nyalleng Moorosi

Although artificial intelligence (AI) is solving real-world challenges and transforming industries, there are serious concerns about its ability to behave and make decisions in a responsible way. Many AI ethics principles and guidelines for…

人工智能 · 计算机科学 2022-07-22 Qinghua Lu , Liming Zhu , Xiwei Xu , Jon Whittle , David Douglas , Conrad Sanderson

Recent research suggests that it may be possible to build conscious AI systems now or in the near future. Conscious AI systems would arguably deserve moral consideration, and it may be the case that large numbers of conscious systems could…

人工智能 · 计算机科学 2025-01-14 Patrick Butlin , Theodoros Lappas

The recent explosion of "foundation" generative AI models has been built upon the extensive extraction of value from online sources, often without corresponding reciprocation. This pattern mirrors and intensifies the extractive practices of…

计算机与社会 · 计算机科学 2025-02-13 Philip Feldman , James R. Foulds , Shimei Pan

As AI systems increasingly influence critical sectors like telecommunications, finance, healthcare, and public services, ensuring fairness in decision-making is essential to prevent biased or unjust outcomes that disproportionately affect…

计算机与社会 · 计算机科学 2025-04-11 Avinash Agarwal , Mayashankar Kumar , Manisha J. Nene

A wave of recent scholarship documenting the discriminatory harms of algorithmic systems has spurred widespread interest in algorithmic accountability and regulation. Yet effective accountability and regulation is stymied by a persistent…

计算机与社会 · 计算机科学 2019-12-09 Michael Katell , Meg Young , Bernease Herman , Dharma Dailey , Aaron Tam , Vivian Guetler , Corinne Binz , Daniella Raz , P. M. Krafft

Equipping current decision-making tools with notions of fairness, equitability, or other ethically motivated outcomes, is one of the top priorities in recent research efforts in machine learning, AI, and optimization. In this paper, we…

最优化与控制 · 数学 2022-06-27 Andrea Simonetto , Ivano Notarnicola

Alignment of artificial intelligence (AI) encompasses the normative problem of specifying how AI systems should act and the technical problem of ensuring AI systems comply with those specifications. To date, AI alignment has generally…

Machine Learning (ML) and 'Artificial Intelligence' ('AI') methods tend to replicate and amplify existing biases and prejudices, as do Robots with AI. For example, robots with facial recognition have failed to identify Black Women as human,…

人工智能 · 计算机科学 2024-02-14 Andrew Hundt , Julia Schuller , Severin Kacianka

The rapid growth of Artificial Intelligence (AI) has underscored the urgent need for responsible AI practices. Despite increasing interest, a comprehensive AI risk assessment toolkit remains lacking. This study introduces our Responsible AI…

计算机与社会 · 计算机科学 2025-01-23 Sung Une Lee , Harsha Perera , Yue Liu , Boming Xia , Qinghua Lu , Liming Zhu , Olivier Salvado , Jon Whittle

This paper addresses the question of how to align AI systems with human values and situates it within a wider body of thought regarding technology and value. Far from existing in a vacuum, there has long been an interest in the ability of…

计算机与社会 · 计算机科学 2021-01-19 Iason Gabriel , Vafa Ghazavi

The rapid adoption of generative artificial intelligence (GenAI) in research presents both opportunities and ethical challenges that should be carefully navigated. Although GenAI tools can enhance research efficiency through automation of…