The initiative
LowRes.AI asks how AI can remain useful when connectivity, compute, literacy, data, support and institutional capacity are constrained.
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.
LowRes.AI asks how AI can remain useful when connectivity, compute, literacy, data, support and institutional capacity are constrained.
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.
Audiopedia Foundation contributes a decade of practical experience building knowledge systems around real-world access conditions.
We welcome exchange with researchers, implementers, funders and organisations working on AI in constrained environments.
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