AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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For scientific progress, we need benchmarks that test the limits of state-of-the-art models, and evaluation methods that inform us about failure cases. As models get stronger, standard benchmarks for machine translation are approaching saturation. Further, automatic translation metrics are unreliable, opaque, and vulne...
Coding agents author commits, open pull requests, and push code in production repositories. Who is accountable is settled in two places that do not refer to each other: the platform controls that gate what an agent may do, and the provider terms that allocate responsibility for what it produces. We read both against th...
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