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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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Mark Chumack

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#software testing Open access Oct 2026

Escaping the Enclave: Format-Faithful Synthetic Data for Open, Reproducible Medicare Claims Pipelines

Developing and testing software for regulated patient data such as Medicare claims is structurally expensive. Tooling work must occur inside credentialed, audited computing enclaves, where libraries and tools require approval before they can even be tried. This makes pipeline development and debugging far slower and mo...

Pavel Belakurski, Dmitry Etin, Mark Chumack et al. · 0 citations

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