AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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The Lucid World Model (LucidWM) is proposed, which learns doubt from experience and propagates trust through imagination, which accumulates multiplicatively along imagined trajectories to reweight returns for policy learning and guide action selection.
The T2ID is proposed, a multimodal diagnostic framework, which adaptively completes missing modalities and explicitly models cross-modal interactions while maintaining trustworthiness and robustness against missing modality scenarios.
GlobeReady is developed, a deployment-oriented platform powered by the RetiGlobe model and local feature augmentation that evaluates domain generalisability, Bayesian uncertainty quantification, out-of-distribution (OOD) detection, and feature-based case retrieval in medical imaging diagnostics.
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