How can safety cases be used to help with frontier AI safety?
Explains how safety cases, structured arguments linking claims and evidence, can help frontier AI developers check whether systems meet the thresholds in their safety frameworks.
Research / Sources
UK AI Security Institute
The UK government’s AI Security Institute: evaluations, red-teaming and research on frontier AI risks. aisi.gov.uk
Organisation (36)Red Team (13)Science of Evaluations (11)Cyber & Autonomous Systems (10)Engineering (6)Human Influence (5)Control (4)Societal Resilience (4)Safety Cases (3)Chem-Bio (2)Model Transparency (2)Strategic Awareness (1)
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Safety case template for ‘inability’ arguments
Proposes a safety case template for arguing that an AI system lacks offensive cyber capabilities, combining existing techniques as a proof of concept for frontier AI assurance.
Safety cases at AISI
AISI announces planned research sketching safety cases, structured arguments that frontier AI systems are safe, focused on loss-of-control and autonomy risks for future models.