AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Two consistent dissociations between representation-level alignment and behavioral expression are reported, plus a common failure under position perturbations, characterize representation-behavior dissociation in a high-signal setting rather than establishing universality across models or persona pairs.
A novel cross-domain steganography framework for hiding images within videos, namely VSHI-Net is proposed, and a Noise-Based Invertible Neural Networks backbone is designed to improve resistance against perturbations during lossy transmission.
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