AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Conditional Residual Prediction (CRP), a simple recipe for reducing a model's reliance on a condition: the model first predicts the target without the condition, and the condition may only add a residual on top of this prediction.
EvoCoCo is a multi-agent framework that realizes automatic tensorization for MOEAs as semantics-guided computational restructuring and develops Evolutionary Code Conversion (EvoCoCo), a multi-agent framework that realizes this formulation.
Results show that long-horizon software development can be organized around a persistent project rather than a persistent agent, and EvoX Genesis is introduced, which instead makes the software project persistent while allowing local agents to remain finite-lived.
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