2 papers
cs.AI2026
Model Organisms of Collusion: Corrective Transfer in Untrusted Monitors
Juan-Pablo Rivera, Ari Spiesberger, Juan J Vazquez +6
AI control protocols aim to get useful work from models that may be misaligned by monitoring their behaviour. One approach uses a second copy of the same model as the monitor. This…
cs.AI2026
Improving Evaluation Realism with Inference-Time Compute and Deployment Scaffolds
Axel Ahlqvist, Richard Guan, Juan-Pablo Rivera +6
A core obstacle to alignment evaluation is evaluation awareness: capable models can tell when they are being tested rather than deployed, weakening the conclusions a safety evaluat…