AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Agent Skills package procedural guidance and resources for reuse, but a relevant Skill does not necessarily improve task performance. Existing studies characterize Skill content and evaluate downstream performance, yet provide limited explanations of how utility depends on content, execution configuration, and multi-Sk...
Despite rapid progress, world models still lack explicit, persistent structural memory, making it difficult to preserve consistent world structure during continual scene expansion and cross-view revisits. To address this limitation, we present WorldWeave, a world generation framework that decouples world-state maintena...
A persistent gap is revealed between how current repair agents assess issue conditions and how they perform during repair, highlighting the need for judgment-aware and correction-aware agent design.
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