4 papers
Exploring Systems-Thinking Approaches to Loss of Control Risk
Aurelio Carlucci, Sean P. Fillingham, James Walpole +1
Internal deployment of agentic AI systems for coding and research creates a sociotechnical control problem that extends beyond model behaviour. We treat internal-deployment Loss of…
Fingerprinting All AI Cluster I/O Without Mutually Trusted Processors
Naci Cankaya, Jakub KryÅ, Jonathan Ng +2
In preparation for potential international agreements on artificial intelligence, the development of verification infrastructure for AI data centres is vital. We propose a method f…
Toward Quantitative Modeling of Cybersecurity Risks Due to AI Misuse
Steve Barrett, Malcolm Murray, Otter Quarks +17
Advanced AI systems offer substantial benefits but also introduce risks. In 2025, AI-enabled cyber offense has emerged as a concrete example. This technical report applies a quanti…
Distributed and Decentralised Training: Technical Governance Challenges in a Shifting AI Landscape
Jakub KryÅ, Yashvardhan Sharma, Janet Egan
Advances in low-communication training algorithms are enabling a shift from centralised model training to compute setups that are either distributed across multiple clusters or dec…