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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

Duchen Li

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Conference 2026

When Verification Hurts: The Cost of Overriding Abstention in Two-Stage Web Agents

This study cautions against transplanting verification into grounding pipelines and identifies calibrated abstention as a property worth preserving and proposes an abstention-aware verifier that intervenes only under sufficient candidate coverage and confidence.

Duchen Li · 0 citations

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