AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Results support the Tool-Call Scaffold Hypothesis: in current thinking-with-images distributions, the active signal is the structured text emitted at tool-call time; the returned image is a redundant carrier.
An Adaptive Gated Dual-Stream Contextual GAT that separates dense geometric features and semantic CLIP embeddings, performs edge-guided message passing, and adaptively fuses complementary semantics is introduced that separates dense geometric features and semantic CLIP embeddings, and adaptively fuses complementary sem...
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