AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Equivalent probability requests can lead to different decisions even when both reports are valid. We introduce probability contracts, a benchmark that connects exact finite-world posteriors, validated event alignment, interface coherence, and failure-aware decision evaluation. Across four model-interface configurations...
Under this setup, learned planning is a weak relevance signal rather than a replacement for strong retrieval, and packing-order and score-flatness analyses did not identify a stable mechanism.
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