中文
相关论文

相关论文: Bias Amplification in Artificial Intelligence Syst…

200 篇论文

Rapid advancements in artificial intelligence (AI) have sparked growing concerns among experts, policymakers, and world leaders regarding the potential for increasingly advanced AI systems to pose catastrophic risks. Although numerous risks…

计算机与社会 · 计算机科学 2023-10-11 Dan Hendrycks , Mantas Mazeika , Thomas Woodside

Libraries are increasingly relying on computational methods, including methods from Artificial Intelligence (AI). This increasing usage raises concerns about the risks of AI that are currently broadly discussed in scientific literature, the…

计算机与社会 · 计算机科学 2023-03-14 Bettina Berendt , Özgür Karadeniz , Sercan Kıyak , Stefan Mertens , Leen d'Haenens

Bias is known to be an impediment to fair decisions in many domains such as human resources, the public sector, health care etc. Recently, hope has been expressed that the use of machine learning methods for taking such decisions would…

机器学习 · 计算机科学 2019-09-05 Jindong Gu , Daniela Oelke

AI-based systems have been used widely across various industries for different decisions ranging from operational decisions to tactical and strategic ones in low- and high-stakes contexts. Gradually the weaknesses and issues of these…

人机交互 · 计算机科学 2022-01-13 Morteza Saberi

In the light of modern technological advances, Artificial Intelligence (AI) is relied upon to enhance performance, increase efficiency, and maximize gains. For Law Enforcement Agencies (LEAs), it can prove valuable in optimizing evidence…

计算机与社会 · 计算机科学 2023-06-06 Yasmine Ezzeddine , Petra Saskia Bayerl , Helen Gibson

Potential malicious misuse of civilian artificial intelligence (AI) poses serious threats to security on a national and international level. Besides defining autonomous systems from a technological viewpoint and explaining how AI…

计算机与社会 · 计算机科学 2024-03-25 Lukas Pöhler , Valentin Schrader , Alexander Ladwein , Florian von Keller

Current AI systems minimize risk by enforcing ideological neutrality, yet this may introduce automation bias by suppressing cognitive engagement in human decision-making. We conducted randomized trials with 2,500 participants to test…

人机交互 · 计算机科学 2025-08-21 Shiyang Lai , Junsol Kim , Nadav Kunievsky , Yujin Potter , James Evans

The problem of algorithmic bias in machine learning has gained a lot of attention in recent years due to its concrete and potentially hazardous implications in society. In much the same manner, biases can also alter modern industrial and…

机器学习 · 计算机科学 2022-10-11 Laurent Risser , Agustin Picard , Lucas Hervier , Jean-Michel Loubes

The perception that the convergence of biological engineering and artificial intelligence (AI) could enable increased biorisk has recently drawn attention to the governance of biotechnology and artificial intelligence. The 2023 Executive…

计算机与社会 · 计算机科学 2024-06-12 Matthew E. Walsh

AI technology has a long history which is actively and constantly changing and growing. It focuses on intelligent agents, which contain devices that perceive the environment and based on which takes actions in order to maximize goal success…

人工智能 · 计算机科学 2018-04-05 Jahanzaib Shabbir , Tarique Anwer

Among the most damaging characteristics of the covid-19 pandemic has been its disproportionate effect on disadvantaged communities. As the outbreak has spread globally, factors such as systemic racism, marginalisation, and structural…

计算机与社会 · 计算机科学 2021-05-18 David Leslie , Anjali Mazumder , Aidan Peppin , Maria Wolters , Alexa Hagerty

There is mounting public concern over the influence that AI based systems has in our society. Coalitions in all sectors are acting worldwide to resist hamful applications of AI. From indigenous people addressing the lack of reliable data,…

计算机与社会 · 计算机科学 2021-07-30 Susan von Struensee

Pseudo Artificial Intelligence bias (PAIB) is broadly disseminated in the literature, which can result in unnecessary AI fear in society, exacerbate the enduring inequities and disparities in access to and sharing the benefits of AI…

人工智能 · 计算机科学 2023-01-03 Xiaoming Zhai , Joseph Krajcik

When working with generative artificial intelligence (AI), users may see productivity gains, but the AI-generated content may not match their preferences exactly. To study this effect, we introduce a Bayesian framework in which…

人工智能 · 计算机科学 2025-07-08 Francisco Castro , Jian Gao , Sébastien Martin

There is substantial evidence that Artificial Intelligence (AI) and Machine Learning (ML) algorithms can generate bias against minorities, women, and other protected classes. Federal and state laws have been enacted to protect consumers…

计算机与社会 · 计算机科学 2021-08-23 Nicholas Schmidt , Bryce Stephens

Humanity is progressing towards automated product development, a trend that promises faster creation of better products and thus the acceleration of technological progress. However, increasing reliance on non-human agents for this process…

计算机与社会 · 计算机科学 2025-06-03 Jan Göpfert , Jann M. Weinand , Patrick Kuckertz , Noah Pflugradt , Jochen Linßen

This report surveys the landscape of potential security threats from malicious uses of AI, and proposes ways to better forecast, prevent, and mitigate these threats. After analyzing the ways in which AI may influence the threat landscape in…

With the advent of the digital era, every day-to-day task is automated due to technological advances. However, technology has yet to provide people with enough tools and safeguards. As the internet connects more-and-more devices around the…

密码学与安全 · 计算机科学 2022-09-28 Abhilash Chakraborty , Anupam Biswas , Ajoy Kumar Khan

This paper examines the systemic risks posed by incremental advancements in artificial intelligence, developing the concept of `gradual disempowerment', in contrast to the abrupt takeover scenarios commonly discussed in AI safety. We…

计算机与社会 · 计算机科学 2025-01-30 Jan Kulveit , Raymond Douglas , Nora Ammann , Deger Turan , David Krueger , David Duvenaud

Massive efforts are made to reduce biases in both data and algorithms in order to render AI applications fair. These efforts are propelled by various high-profile cases where biased algorithmic decision-making caused harm to women, people…

机器学习 · 计算机科学 2022-09-01 Thilo Hagendorff , Leonie Bossert , Tse Yip Fai , Peter Singer