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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

Sergey M. Plis

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Open access Sep 2026

Message in a Bottleneck: Interpretable Deep Learning for Dynamic Effective Brain Connectivity.

A novel approach for deep extraction of causally informed features via restricted architecture (DECIFRA), designed for multivariate time series modeling that captures functionally grounded brain connectivity patterns, with certain dynamics associated with age or schizophrenia classification tasks and others consistentl...

P. Popov, Cristian Morasso, Giorgio Dolci et al. · 0 citations
Preprint Aug 2026

Confident but Unreliable: A Behavioral Safety Audit of Vision-Language Models on Brain MRI

It is argued that medical-image VLM evaluation should report verbalized-confidence reliability, confident error, hallucination, and abstention alongside accuracy, and that medical adaptation improves tumor-presence detection without improving confidence reliability.

Amir Sabbaghziarani, Mohammadsajad Abavisani, Sergey M. Plis · 0 citations

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