An initiative of Audiopedia Foundation

Practice before theory.

LowRes.AI is a systems-level framework founded by Marcel Heyne and grounded in more than a decade of Audiopedia Foundation experience designing accessible knowledge systems.

The initiative

LowRes.AI asks how AI can remain useful when connectivity, compute, literacy, data, support and institutional capacity are constrained.

The founder

Marcel Heyne is the human voice behind the framework and a member of the UNDP Global Expert Group on Closing the Language Gap in AI.

The foundation

Audiopedia Foundation contributes a decade of practical experience building knowledge systems around real-world access conditions.

Let’s compare notes.

We welcome exchange with researchers, implementers, funders and organisations working on AI in constrained environments.

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