AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work reconstructs a coupled-fact graph as reconstructing a coupled-fact graph: at each edit, a required fact comes from recent context or parametric memory, and the facts covered by neither form coherence debt.
Large language models (LLMs) can implement row-level semantic transformations over tabular data, but a general-purpose model reserves the same accelerator resources even when every row uses one fixed prompt. IOLM-DB compiles that recurring prompt–column pair into an operator sized to the work it actually does. It sampl...
The irreversibility budget is proposed, a cumulative account of residual value-at-risk that a trusted runtime maintains for each principal across agents, workflows, and tenants.
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