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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

Daniel Commey

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Review Oct 2026

Names Are Not Objects: Object-Bound Confinement for Compromised AI Coding Agents

Coding agents read repositories and web pages that anyone can write, and then act with their user's authority. Prompt-injection defenses make it less likely that the model is steered but do not prevent it, so the system around the model must contain an agent that is already compromised. Many exploits against deployed c...

Daniel Commey · 0 citations
Review Jul 2026

Who Does Withholding Delay? A Game-Theoretic Model of Open-Weight AI Release Under Asymmetric Proliferation

This work model a laboratory choosing among controlled access, a defender-first window, safeguarded open weights, and minimally restricted open weights and identifies the quantities a release review should estimate: actor-specific substitution times, marginal capability gains, deployment rates, defensive reach, newly e...

Daniel Commey · 0 citations

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