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cs.AI2026
Propensity Inference: Environmental Contributors to LLM Behaviour
Olli Järviniemi, Oliver Makins, Jacob Merizian +2
Motivated by loss of control risks from misaligned AI systems, we develop and apply methods for measuring language models' propensity for unsanctioned behaviour. We contribute thre…
cs.AI2025
Auditing Games for Sandbagging
Jordan Taylor, Sid Black, Dillon Bowen +10
Future AI systems could conceal their capabilities ('sandbagging') during evaluations, potentially misleading developers and auditors. We stress-tested sandbagging detection techni…