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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

Pritam Deka

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Preprint Aug 2026

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification

Bio-GRACE shows that retrieval utility is source-dependent, motivates selective retrieval, and exposes why retrieval recall and lexical evidence overlap are insufficient for biomedical fact-checking, and introduces Bio-GRACE, a gold-reference-normalized diagnostic for measuring whether retrieved evidence recovers the d...

Pritam Deka, Prabhjot Singh · 0 citations
Jul 2026

Same Facts, Different Diagnosis: Measuring and Mitigating Narrative Anchoring in Clinical Language Models

NarrativeShield, a three-agent pipeline that structurally extracts and verifies clinical facts before diagnostic reasoning begins, reducing the Narrative Anchoring Gap to near-zero and achieving the lowest rate of severely unstable decisions of any method across all models, at a modest and mechanistically expected accu...

Prabhjot Singh, Pritam Deka, V. Chennareddy · 0 citations

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