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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

Saratsuhas Vijayababu

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May 2026

State Compression in Two-Agent LLM Relays: A Closed-World Study of Constraint Preservation

Results show that hand-off representation strongly affects downstream feasibility under a small decision model, indicating that constraint checking benefits from structured and auditable hand-off representations rather than relying on brevity alone.

Anantha Sharma, Sheeba Elizabeth John, K. Kumar et al. · 0 citations

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