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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

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Lurong Pan

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Open access Jul 2026

∑0–EvoCell: An AI-Native Ontology that Unifies Evolutionary and Cell Biology in Latent Space

Foundation models for biology achieve impressive pattern recognition on molecular sequences and single-cell transcriptomics, yet they fail to outperform simple linear baselines for predicting genetic perturbation effects, exposing a gap between statistical correlation and mechanistic understanding. This gap is compound...

Lurong Pan · 0 citations

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