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Evaluating the safety of AI Systems is a pressing concern for organizations deploying them. In addition to the societal damage done by the lack of fairness of those systems, deployers are concerned about the legal repercussions and the…

A growing ecosystem of large, open-source foundation models has reduced the labeled data and technical expertise necessary to apply machine learning to many new problems. Yet foundation models pose a clear dual-use risk, indiscriminately…

Machine Learning · Computer Science 2023-08-10 Peter Henderson , Eric Mitchell , Christopher D. Manning , Dan Jurafsky , Chelsea Finn

Increasingly multi-purpose AI models, such as cutting-edge large language models or other 'general-purpose AI' (GPAI) models, 'foundation models,' generative AI models, and 'frontier models' (typically all referred to hereafter with the…

Artificial Intelligence · Computer Science 2025-07-01 Anthony M. Barrett , Jessica Newman , Brandie Nonnecke , Nada Madkour , Dan Hendrycks , Evan R. Murphy , Krystal Jackson , Deepika Raman

Governments are increasingly considering integrating autonomous AI agents in high-stakes military and foreign-policy decision-making, especially with the emergence of advanced generative AI models like GPT-4. Our work aims to scrutinize the…

Artificial Intelligence · Computer Science 2024-06-13 Juan-Pablo Rivera , Gabriel Mukobi , Anka Reuel , Max Lamparth , Chandler Smith , Jacquelyn Schneider

Foundation models are trained on a large amount of data to learn generic patterns. Consequently, these models can be used and fine-tuned for various purposes. Naturally, studying such models' use in the context of digital twins for…

Software Engineering · Computer Science 2025-07-03 Shaukat Ali , Paolo Arcaini , Aitor Arrieta

Recent decisions by leading AI labs to either open-source their models or to restrict access to their models has sparked debate about whether, and how, increasingly capable AI models should be shared. Open-sourcing in AI typically refers to…

The trustworthiness of AI applications has been the subject of recent research and is also addressed in the EU's recently adopted AI Regulation. The currently emerging foundation models in the field of text, speech and image processing…

As advancements in artificial intelligence (AI) propel progress in the life sciences, they may also enable the weaponisation and misuse of biological agents. This article differentiates two classes of AI tools that could pose such…

Computers and Society · Computer Science 2023-12-29 Jonas B. Sandbrink

The risks of frontier AI may require international cooperation, which in turn may require verification: checking that all parties follow agreed-on rules. For instance, states might need to verify that powerful AI models are widely deployed…

Computers and Society · Computer Science 2025-07-29 Mauricio Baker , Gabriel Kulp , Oliver Marks , Miles Brundage , Lennart Heim

Telecom networks are becoming increasingly complex, with diversified deployment scenarios, multi-standards, and multi-vendor support. The intricate nature of the telecom network ecosystem presents challenges to effectively manage, operate,…

Networking and Internet Architecture · Computer Science 2024-08-09 Tahar Zanouda , Meysam Masoudi , Fitsum Gaim Gebre , Mischa Dohler

The governance of open-weight artificial intelligence (AI) models has been framed as a binary choice: openness as risk, restriction as safety. This paper challenges that framing, arguing that access restrictions, without governed…

Computers and Society · Computer Science 2026-04-21 Vinicius Santana Gomes

This memorandum presents four recommendations aimed at strengthening the principles of AI model reliability and AI model governability, as DoW, ODNI, NIST, and CAISI refine AI assurance frameworks under the AI Action Plan. Our focus…

Computers and Society · Computer Science 2025-10-13 Matteo Pistillo , Charlotte Stix

The potential for advances in information-age technologies to undermine nuclear deterrence and influence the potential for nuclear escalation represents a critical question for international politics. One challenge is that uncertainty about…

Computers and Society · Computer Science 2019-12-28 Michael C. Horowitz , Paul Scharre , Alexander Velez-Green

This paper contributes to the nascent debate around safety cases for frontier AI systems. Safety cases are structured, defensible arguments that a system is acceptably safe to deploy in a given context. Historically, they have been used in…

Computers and Society · Computer Science 2026-03-11 Shaun Feakins , Ibrahim Habli , Phillip Morgan

Current regulations on powerful AI capabilities are narrowly focused on "foundation" or "frontier" models. However, these terms are vague and inconsistently defined, leading to an unstable foundation for governance efforts. Critically,…

Computers and Society · Computer Science 2024-09-27 Ritwik Gupta , Leah Walker , Rodolfo Corona , Stephanie Fu , Suzanne Petryk , Janet Napolitano , Trevor Darrell , Andrew W. Reddie

Frontier AI regulations primarily focus on systems deployed to external users, where deployment is more visible and subject to outside scrutiny. However, high-stakes applications can occur internally when companies deploy highly capable…

Artificial Intelligence · Computer Science 2026-02-17 Joe Kwon , Stephen Casper

Recent events surrounding the relationship between frontier AI suppliers and national-security customers have made a structural problem newly visible: once a privately governed model becomes embedded in military workflows, the supplier can…

Computers and Society · Computer Science 2026-04-24 Peng Wei , Wesley Shu

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…

Computers and Society · Computer Science 2024-03-25 Lukas Pöhler , Valentin Schrader , Alexander Ladwein , Florian von Keller

Frontier AI developers are increasingly deploying highly capable models internally to automate AI R&D, but these deployments currently face limited external oversight. It is essential, therefore, that developers provide evidence that…

Computers and Society · Computer Science 2026-04-28 Jacob Charnock , Raja Mehta Moreno , Justin Miller , William L. Anderson

This second update to the 2025 International AI Safety Report assesses new developments in general-purpose AI risk management over the past year. It examines how researchers, public institutions, and AI developers are approaching risk…