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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

Wen-Zhi Zhang

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Open access Sep 2026

Compression Remembers the Detour: How Context Compression Amplifies Off-Task Content and Derails LLM Agents

This work formalizes CIGD via the drift amplification ratio (DAR), evaluates six compression strategies on a controlled injection benchmark ( per cell), and proposes Goal-Anchored Compression (GAC): a pinned goal anchor, a negation ledger, status-aware retention scoring, and drift re-anchoring.

Zhan Zhang, Wen-Zhi Zhang · 0 citations

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