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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

Raja-Elie E. Abdulnour

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Oct 2026

Theory-informed redesign of clinical reasoning education in the era of generative artificial intelligence.

Clinical reasoning is a foundational competency that develops over the course of training and comprises two sub-components. Diagnostic reasoning classifies a patient's condition and assigns a diagnostic label, whereas management reasoning weighs multiple defensible plans with consideration of patient preferences and co...

Verity Schaye, Andrew S. Parsons, Andrew P. J. Olson et al. · 0 citations
Jun 2026

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning

Large Language Models (LLMs) achieve strong results on many medical benchmarks, but their clinical reasoning remains difficult to evaluate reliably. A central risk is an evaluation illusion: fluent and well-structured explanations can appear clinically convincing even when the final diagnosis is incorrect. We introduce...

Abin Roy, Afthab Salam Kanniyan, Jawadh Abdul Kabeer et al. · 0 citations

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