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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

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Heng-Tong Zhang

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#artificial intelligence Preprint Sep 2026

Beyond Approved Actions: Runtime Validation of Persistent Outcomes in Agent Workflows

EffectMatch is presented, a runtime that collects persistent changes within a controlled execution boundary and compares them with what the application approved for the current state and execution and blocks the silent acceptance and downstream propagation of persistent outcomes inconsistent with application approval.

Hao-Ran Zhang, Heng-Tong Zhang, Zhi-Yu Liang et al. · 0 citations

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