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Trust is widely regarded as a critical component to building artificial intelligence (AI) systems that people will use and safely rely upon. As research in this area continues to evolve, it becomes imperative that the research community…

Human-Computer Interaction · Computer Science 2024-10-08 Michaela Benk , Sophie Kerstan , Florian v. Wangenheim , Andrea Ferrario

Artificial Intelligence (AI) is a fast-growing research and development (R&D) discipline which is attracting increasing attention because of its promises to bring vast benefits for consumers and businesses, with considerable benefits…

Artificial Intelligence · Computer Science 2022-05-10 Zhenghua Chen , Min Wu , Alvin Chan , Xiaoli Li , Yew-Soon Ong

In this work, we provide an industry research view for approaching the design, deployment, and operation of trustworthy Artificial Intelligence (AI) inference systems. Such systems provide customers with timely, informed, and customized…

Artificial Intelligence (AI) has made its way into various scientific fields, providing astonishing improvements over existing algorithms for a wide variety of tasks. In recent years, there have been severe concerns over the trustworthiness…

Machine Learning · Computer Science 2024-08-20 Surbhi Mittal , Kartik Thakral , Richa Singh , Mayank Vatsa , Tamar Glaser , Cristian Canton Ferrer , Tal Hassner

Artificial Intelligence (AI) has rapidly evolved over the past decade and has advanced in areas such as language comprehension, image and video recognition, programming, and scientific reasoning. Recent AI technologies based on large…

Machine Learning · Computer Science 2024-10-30 Jonghong Jeon

Artificial Intelligence (AI) Safety Institutes and governments worldwide are deciding whether they evaluate advanced AI themselves, support a private evaluation ecosystem or do both. Evaluation regimes have been established in a wide range…

Computers and Society · Computer Science 2025-08-06 Merlin Stein , Milan Gandhi , Theresa Kriecherbauer , Amin Oueslati , Robert Trager

A number of leading AI companies, including OpenAI, Google DeepMind, and Anthropic, have the stated goal of building artificial general intelligence (AGI) - AI systems that achieve or exceed human performance across a wide range of…

Computers and Society · Computer Science 2023-05-15 Jonas Schuett , Noemi Dreksler , Markus Anderljung , David McCaffary , Lennart Heim , Emma Bluemke , Ben Garfinkel

Modern AI systems are reaping the advantage of novel learning methods. With their increasing usage, we are realizing the limitations and shortfalls of these systems. Brittleness to minor adversarial changes in the input data, ability to…

Computers and Society · Computer Science 2020-11-05 Richa Singh , Mayank Vatsa , Nalini Ratha

We introduce the fundamental ideas and challenges of Predictable AI, a nascent research area that explores the ways in which we can anticipate key validity indicators (e.g., performance, safety) of present and future AI ecosystems. We argue…

In this thorough study, we took a closer look at the skepticism that has arisen with respect to potential dangers associated with artificial intelligence, denoted as AI Risk Skepticism. Our study takes into account different points of view…

Computers and Society · Computer Science 2023-03-08 Vemir Michael Ambartsoumean , Roman V. Yampolskiy

Many leading AI researchers expect AI development to exceed the transformative impact of all previous technological revolutions. This belief is based on the idea that AI will be able to automate the process of AI research itself, leading to…

Computers and Society · Computer Science 2026-03-09 Severin Field , Raymond Douglas , David Krueger

In the past few decades, artificial intelligence (AI) technology has experienced swift developments, changing everyone's daily life and profoundly altering the course of human society. The intention of developing AI is to benefit humans, by…

Artificial Intelligence · Computer Science 2021-08-20 Haochen Liu , Yiqi Wang , Wenqi Fan , Xiaorui Liu , Yaxin Li , Shaili Jain , Yunhao Liu , Anil K. Jain , Jiliang Tang

The International AI Safety Report 2026 synthesises the current scientific evidence on the capabilities, emerging risks, and safety of general-purpose AI systems. The report series was mandated by the nations attending the AI Safety Summit…

Computers and Society · Computer Science 2026-02-25 Yoshua Bengio , Stephen Clare , Carina Prunkl , Maksym Andriushchenko , Ben Bucknall , Malcolm Murray , Rishi Bommasani , Stephen Casper , Tom Davidson , Raymond Douglas , David Duvenaud , Philip Fox , Usman Gohar , Rose Hadshar , Anson Ho , Tiancheng Hu , Cameron Jones , Sayash Kapoor , Atoosa Kasirzadeh , Sam Manning , Nestor Maslej , Vasilios Mavroudis , Conor McGlynn , Richard Moulange , Jessica Newman , Kwan Yee Ng , Patricia Paskov , Shalaleh Rismani , Girish Sastry , Elizabeth Seger , Scott Singer , Charlotte Stix , Lucia Velasco , Nicole Wheeler , Daron Acemoglu , Vincent Conitzer , Thomas G. Dietterich , Fredrik Heintz , Geoffrey Hinton , Nick Jennings , Susan Leavy , Teresa Ludermir , Vidushi Marda , Helen Margetts , John McDermid , Jane Munga , Arvind Narayanan , Alondra Nelson , Clara Neppel , Sarvapali D. Ramchurn , Stuart Russell , Marietje Schaake , Bernhard Schölkopf , Alvaro Soto , Lee Tiedrich , Gaël Varoquaux , Andrew Yao , Ya-Qin Zhang , Leandro Angelo Aguirre , Olubunmi Ajala , Fahad Albalawi , Noora AlMalek , Christian Busch , Jonathan Collas , André Carlos Ponce de Leon Ferreira de Carvalho , Amandeep Gill , Ahmet Halit Hatip , Juha Heikkilä , Chris Johnson , Gill Jolly , Ziv Katzir , Mary N. Kerema , Hiroaki Kitano , Antonio Krüger , Kyoung Mu Lee , José Ramón López Portillo , Aoife McLysaght , Oleksii Molchanovskyi , Andrea Monti , Mona Nemer , Nuria Oliver , Raquel Pezoa , Audrey Plonk , Balaraman Ravindran , Hammam Riza , Crystal Rugege , Haroon Sheikh , Denise Wong , Yi Zeng , Liming Zhu , Daniel Privitera , Sören Mindermann

Artificial intelligence (AI) has the potential to greatly improve society, but as with any powerful technology, it comes with heightened risks and responsibilities. Current AI research lacks a systematic discussion of how to manage…

Computers and Society · Computer Science 2022-09-21 Dan Hendrycks , Mantas Mazeika

The exposure of security vulnerabilities in safety-aligned language models, e.g., susceptibility to adversarial attacks, has shed light on the intricate interplay between AI safety and AI security. Although the two disciplines now come…

The first International AI Safety Report comprehensively synthesizes the current evidence on the capabilities, risks, and safety of advanced AI systems. The report was mandated by the nations attending the AI Safety Summit in Bletchley, UK.…

Computers and Society · Computer Science 2025-01-30 Yoshua Bengio , Sören Mindermann , Daniel Privitera , Tamay Besiroglu , Rishi Bommasani , Stephen Casper , Yejin Choi , Philip Fox , Ben Garfinkel , Danielle Goldfarb , Hoda Heidari , Anson Ho , Sayash Kapoor , Leila Khalatbari , Shayne Longpre , Sam Manning , Vasilios Mavroudis , Mantas Mazeika , Julian Michael , Jessica Newman , Kwan Yee Ng , Chinasa T. Okolo , Deborah Raji , Girish Sastry , Elizabeth Seger , Theodora Skeadas , Tobin South , Emma Strubell , Florian Tramèr , Lucia Velasco , Nicole Wheeler , Daron Acemoglu , Olubayo Adekanmbi , David Dalrymple , Thomas G. Dietterich , Edward W. Felten , Pascale Fung , Pierre-Olivier Gourinchas , Fredrik Heintz , Geoffrey Hinton , Nick Jennings , Andreas Krause , Susan Leavy , Percy Liang , Teresa Ludermir , Vidushi Marda , Helen Margetts , John McDermid , Jane Munga , Arvind Narayanan , Alondra Nelson , Clara Neppel , Alice Oh , Gopal Ramchurn , Stuart Russell , Marietje Schaake , Bernhard Schölkopf , Dawn Song , Alvaro Soto , Lee Tiedrich , Gaël Varoquaux , Andrew Yao , Ya-Qin Zhang , Fahad Albalawi , Marwan Alserkal , Olubunmi Ajala , Guillaume Avrin , Christian Busch , André Carlos Ponce de Leon Ferreira de Carvalho , Bronwyn Fox , Amandeep Singh Gill , Ahmet Halit Hatip , Juha Heikkilä , Gill Jolly , Ziv Katzir , Hiroaki Kitano , Antonio Krüger , Chris Johnson , Saif M. Khan , Kyoung Mu Lee , Dominic Vincent Ligot , Oleksii Molchanovskyi , Andrea Monti , Nusu Mwamanzi , Mona Nemer , Nuria Oliver , José Ramón López Portillo , Balaraman Ravindran , Raquel Pezoa Rivera , Hammam Riza , Crystal Rugege , Ciarán Seoighe , Jerry Sheehan , Haroon Sheikh , Denise Wong , Yi Zeng

As Artificial Intelligence (AI) systems become increasingly integrated into various aspects of daily life, concerns about privacy and ethical accountability are gaining prominence. This study explores stakeholder perspectives on privacy in…

Computers and Society · Computer Science 2025-03-18 Ajay Kumar Shrestha , Sandhya Joshi

AI Safety has become a vital front-line concern of many scientists within and outside the AI community. There are many immediate and long term anticipated risks that range from existential risk to human existence to deep fakes and bias in…

Artificial Intelligence · Computer Science 2024-10-15 Simon Kasif

In this paper we discuss how systems with Artificial Intelligence (AI) can undergo safety assessment. This is relevant, if AI is used in safety related applications. Taking a deeper look into AI models, we show, that many models of…

Artificial Intelligence · Computer Science 2021-05-17 Jens Braband , Hendrik Schäbe

As AI attracts vast investment and attention, there are competing concerns about the technology's opportunities and uncertainties that blend technical and social questions. The public debate, dominated by a few powerful voices, tends to…

Computers and Society · Computer Science 2026-03-09 Cian O'Donovan , Sarp Gurakan , Ananya Karanam , Xiaomeng Wu , Jack Stilgoe