AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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CleanScore, a black-box audit using scored outputs only, is presented, a black-box audit using scored outputs only that reports an interval for the public-form advantage rather than a verdict, and a private negative-control bank with an explicit transport radius separates exposure from ordinary form mismatch.
SynthGuard-ReleaseBench is introduced, an audit framework that locks the use, candidate panel, tolerances, and audit schedule before evaluation, and is a reproducible workflow for use-specific release evidence, not a claim that any generator is private, safe, or deployment-ready.
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