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The governance of frontier general-purpose artificial intelligence has become a public-sector problem of institutional design, not merely a technical issue of model performance. Recent evidence indicates that AI capabilities are advancing…

Computers and Society · Computer Science 2026-04-09 Fabio Correa Xavier

This policy report draws on country studies from China, South Korea, Singapore, and the United Kingdom to identify effective tools and key barriers to interoperability in AI safety governance. It offers practical recommendations to support…

Computers and Society · Computer Science 2026-01-13 Yik Chan Chin , David A. Raho , Hag-Min Kim , Chunli Bi , James Ong , Jingbo Huang , Serge Stinckwich

Quantitative Artificial Intelligence (AI) Benchmarks have emerged as fundamental tools for evaluating the performance, capability, and safety of AI models and systems. Currently, they shape the direction of AI development and are playing an…

Artificial Intelligence · Computer Science 2025-05-27 Maria Eriksson , Erasmo Purificato , Arman Noroozian , Joao Vinagre , Guillaume Chaslot , Emilia Gomez , David Fernandez-Llorca

The downstream use cases, benefits, and risks of AI models depend significantly on what sort of access is provided to the model, and who it is provided to. Though existing safety frameworks and AI developer usage policies recognise that the…

Computers and Society · Computer Science 2024-12-03 Edward Kembery , Tom Reed

Powerful new frontier AI technologies are bringing many benefits to society but at the same time bring new risks. AI developers and regulators are therefore seeking ways to assure the safety of such systems, and one promising method under…

Computers and Society · Computer Science 2025-02-11 Stephen Barrett , Philip Fox , Joshua Krook , Tuneer Mondal , Simon Mylius , Alejandro Tlaie

Mitigating the risks from frontier AI systems requires up-to-date and reliable information about those systems. Organizations that develop and deploy frontier systems have significant access to such information. By reporting safety-critical…

The potential presented by Artificial Intelligence (AI) for healthcare has long been recognised by the technical community. More recently, this potential has been recognised by policymakers, resulting in considerable public and private…

Artificial Intelligence · Computer Science 2021-04-15 Jessica Morley , Caroline Morton , Kassandra Karpathakis , Mariarosaria Taddeo , Luciano Floridi

Voluntary commitments are central to international AI governance, as demonstrated by recent voluntary guidelines from the White House to the G7, from Bletchley Park to Seoul. How do major AI companies make good on their commitments? We…

Computers and Society · Computer Science 2025-09-25 Jennifer Wang , Kayla Huang , Kevin Klyman , Rishi Bommasani

The malicious use or malfunction of advanced general-purpose AI (GPAI) poses risks that, according to leading experts, could lead to the 'marginalisation or extinction of humanity.' To address these risks, there are an increasing number of…

Computers and Society · Computer Science 2025-03-26 Rebecca Scholefield , Samuel Martin , Otto Barten

The rapid advancement and deployment of AI systems have created an urgent need for standard safety-evaluation frameworks. This paper introduces AILuminate v1.0, the first comprehensive industry-standard benchmark for assessing AI-product…

Computers and Society · Computer Science 2025-04-22 Shaona Ghosh , Heather Frase , Adina Williams , Sarah Luger , Paul Röttger , Fazl Barez , Sean McGregor , Kenneth Fricklas , Mala Kumar , Quentin Feuillade--Montixi , Kurt Bollacker , Felix Friedrich , Ryan Tsang , Bertie Vidgen , Alicia Parrish , Chris Knotz , Eleonora Presani , Jonathan Bennion , Marisa Ferrara Boston , Mike Kuniavsky , Wiebke Hutiri , James Ezick , Malek Ben Salem , Rajat Sahay , Sujata Goswami , Usman Gohar , Ben Huang , Supheakmungkol Sarin , Elie Alhajjar , Canyu Chen , Roman Eng , Kashyap Ramanandula Manjusha , Virendra Mehta , Eileen Long , Murali Emani , Natan Vidra , Benjamin Rukundo , Abolfazl Shahbazi , Kongtao Chen , Rajat Ghosh , Vithursan Thangarasa , Pierre Peigné , Abhinav Singh , Max Bartolo , Satyapriya Krishna , Mubashara Akhtar , Rafael Gold , Cody Coleman , Luis Oala , Vassil Tashev , Joseph Marvin Imperial , Amy Russ , Sasidhar Kunapuli , Nicolas Miailhe , Julien Delaunay , Bhaktipriya Radharapu , Rajat Shinde , Tuesday , Debojyoti Dutta , Declan Grabb , Ananya Gangavarapu , Saurav Sahay , Agasthya Gangavarapu , Patrick Schramowski , Stephen Singam , Tom David , Xudong Han , Priyanka Mary Mammen , Tarunima Prabhakar , Venelin Kovatchev , Rebecca Weiss , Ahmed Ahmed , Kelvin N. Manyeki , Sandeep Madireddy , Foutse Khomh , Fedor Zhdanov , Joachim Baumann , Nina Vasan , Xianjun Yang , Carlos Mougn , Jibin Rajan Varghese , Hussain Chinoy , Seshakrishna Jitendar , Manil Maskey , Claire V. Hardgrove , Tianhao Li , Aakash Gupta , Emil Joswin , Yifan Mai , Shachi H Kumar , Cigdem Patlak , Kevin Lu , Vincent Alessi , Sree Bhargavi Balija , Chenhe Gu , Robert Sullivan , James Gealy , Matt Lavrisa , James Goel , Peter Mattson , Percy Liang , Joaquin Vanschoren

As artificial intelligence (AI) becomes increasingly embedded in digital, social, and institutional infrastructures, and AI and platforms are merged into hybrid structures, systemic risk has emerged as a critical but undertheorized…

Computers and Society · Computer Science 2026-05-26 Philipp Hacker , Lilian Edwards , Atoosa Kasirzadeh

International institutions may have an important role to play in ensuring advanced AI systems benefit humanity. International collaborations can unlock AI's ability to further sustainable development, and coordination of regulatory efforts…

The accelerating deployment of artificial intelligence systems across regulated sectors has exposed critical fragmentation in risk assessment methodologies. A significant "language barrier" currently separates technical security teams, who…

Cryptography and Security · Computer Science 2025-12-01 Hernan Huwyler

Despite rapid progress on AI benchmarks, the real-world meaning of benchmark performance remains unclear. To quantify the capabilities of AI systems in terms of human capabilities, we propose a new metric: 50%-task-completion time horizon.…

The increasing use of Artificial Intelligence (AI) in critical societal domains has amplified concerns about fairness, particularly regarding unequal treatment across sensitive attributes such as race, gender, and socioeconomic status.…

Machine Learning · Computer Science 2025-12-09 Munshi Mahbubur Rahman , Shimei Pan , James R. Foulds

Frontier AI systems are rapidly advancing in their capabilities to persuade, deceive, and influence human behaviour, with current models already demonstrating human-level persuasion and strategic deception in specific contexts. Humans are…

Artificial Intelligence · Computer Science 2025-07-18 Rishane Dassanayake , Mario Demetroudi , James Walpole , Lindley Lentati , Jason R. Brown , Edward James Young

This paper reviews Trustworthy Artificial Intelligence (TAI) and its various definitions. Considering the principles respected in any society, TAI is often characterized by a few attributes, some of which have led to confusion in regulatory…

Computers and Society · Computer Science 2025-02-13 Mohamad M Nasr-Azadani , Jean-Luc Chatelain

As artificial intelligence (AI) technologies increasingly enter important sectors like healthcare, transportation, and finance, the development of effective governance frameworks is crucial for dealing with ethical, security, and societal…

Computers and Society · Computer Science 2025-03-11 Amir Al-Maamari

We present a comprehensive AI risk taxonomy derived from eight government policies from the European Union, United States, and China and 16 company policies worldwide, making a significant step towards establishing a unified language for…

Computers and Society · Computer Science 2024-06-27 Yi Zeng , Kevin Klyman , Andy Zhou , Yu Yang , Minzhou Pan , Ruoxi Jia , Dawn Song , Percy Liang , Bo Li

As autonomous AI agents are increasingly deployed in high-stakes environments, ensuring their safety and alignment with human values is becoming a practical deployment concern. Current benchmarks for AI agents primarily evaluate refusal of…

Artificial Intelligence · Computer Science 2026-05-12 Miles Q. Li , Benjamin C. M. Fung , Martin Weiss , Pulei Xiong , Khalil Al-Hussaeni , Claude Fachkha