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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Long, Leon Calvin, II

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#software testing Open access Oct 2026

Dual Mesh Benchmark DeepSeek Column: 20/20 Conforming Resolutions, 8.5 s Median, by a Previously Non-Conforming Engine After Preregistered Repair

Preregistered benchmark leg, not a certification. DeepSeek v4-pro (via OpenRouter, model_returned verified per call) resolved the first 20 instances of the frozen CORPUS_B1.json synthetic anomaly corpus (sha256 13295d19...), the identical selection rule as every prior B1 baseline leg, one stateless request per instance...

Long, Leon Calvin, II · 0 citations

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