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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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Jongsul Moon

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#artificial intelligence Preprint Sep 2026

SAGE: Symbolic Action-Gating and Editing for LLM Task Planners

SAGE (Symbolic Action-Gating and Editing), a single-LLM planner built from two lightweight mechanisms: a domain-agnostic symbolic gate that blocks precondition-violating actions with typed reasons as a runtime safety monitor, and a local edit that regenerates only the failed sub-goal's suffix, keeping completed and unt...

T. Bui, Jongsul Moon, Youngouk Kim et al. · 0 citations

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