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ResearchOctober 23, 2026

Model Organisms of Collusion: Corrective Transfer in Untrusted Monitors

arXiv:2610.30582v1 Announce Type: new Abstract: 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 avoids relying on a weaker reviewer the model…

Juan-Pablo Rivera, Ari Spiesberger, Juan J Vazquez, Arun Jose, Axel Ahlqvist, Adeline Kassler, Meru Gopalan, Sandy Tanwisuth, John Hughes·arXiv — cs.AI
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  • 01.arXiv:2610.30582v1 Announce Type: new Abstract: AI control protocols aim to get useful work from models that may be misaligned by monitoring their behaviour
  • 02.One approach uses a second copy of the same model as the monitor
  • 03.This avoids relying on a weaker reviewer the model…

This material is provided as an extended analytical summary.

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