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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sebastien Luyasu

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Preprint Oct 2026

ShutdownMod: Turning Any Trajectory into a Shutdown Evaluation

Theory and experiments suggest that capable AI agents may resist shutdown. Existing shutdown evaluations are informative but limited in coverage and vulnerable to evaluation awareness. We introduce ShutdownMod, a method that turns any agent trajectory into a shutdown evaluation by injecting a shutdown request into the...

Param Biyani, Sebastien Luyasu, Cedric Potvliege et al. · 0 citations

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