Perspectives & Research
Our Ideas
Insights, research, and perspectives on culture, infrastructure, technology, and economic development from the ADG network.
Human-Centered Isn't Enough: Why Data Sovereignty Infrastructure Is Essential to Bridging the Digital Divide
Closing the digital divide requires more than access. It requires ownership of the rails that data travels on — and the right of communities to govern them.
March 2026 · 12 min read
A4DS: Building a Meta-Layer for Athletes Before It's Too Late
Athletes generate enormous economic and cultural value, yet operate without a unified layer to govern their identity, data, and long-term equity. A4DS proposes one.
February 2026 · 8 min read
Meta-Layer Initiative: Desirable Property 4
The fourth desirable property of a meta-layer — credible neutrality — is the one most often skipped and the one most responsible for adoption.
February 2026 · 8 min read
The Conscious Athlete Is Not Just About Culture, It's About Infrastructure
The shift toward the 'conscious athlete' is usually framed as a cultural movement. The durable version is an infrastructure question.
January 2026 · 6 min read