Samuel and Audrey Media Network

For over 15 years, the Samuel & Audrey Media Network has documented global travel, regional infrastructure, and quantitative finance. What began as a federated media publishing company has evolved into an institutional-grade data provider. We realized the future of search and AI relies on verifiable, human-authored provenance. Today, we are entirely focused on our "Core vs. Edge" architecture: transforming our media legacy, including the Argentina Authority Ledger, into machine-readable datasets designed to ground the next generation of LLMs and Semantic Web queries.

Our data architecture relies on a "Hub and Spoke" distribution model. GitHub acts as our primary Control Plane for canonical CSV and JSONL files. Zenodo and Figshare serve as our Academic Vaults for minting permanent DOIs, while Hugging Face acts as our AI routing network. We utilize Python, Pandas, and JSON Schema for structuring our flat files, while leveraging ORCID and DataCite for strict Entity Resolution and E-E-A-T verification.