Demo · Eco Foundry ConsoleWatch a class get compute,
Watch a class get compute,
without spending a watt of yours.
The console replays the routing, power-capping, carbon-aware scheduling, and structured-tutoring decisions behind Eco Foundry. It runs hands-free, or you can take the controls. Telemetry is simulated and labelled illustrative; every figure is cited on the evidence page.
fleet
Browser iGPUyour device · on-device
TuringM4 Max · edge
FeynmanDGX Spark GB10 · edge
LaplaceRTX 3080 Ti · 250 W cap
Noether2× TITAN Xp · queued
Lambda H100external cloud · burst
routing log
~5%Africa's AI talent with the compute it needs
<2%of world datacenter capacity, in Africa
~540×less datacenter energy per capita vs US
$foundry status --region compute-south
capacity < 2% of world datacenters in Africa
talent ~5% have the compute they need
energy 540× less per capita vs US
→the bottleneck is compute, not talent
structured tutoring
Scaffolded · well-designed≈2× learning
Unguided · raw chatbot−17% grades
250Wh
energy / class-hour0.12kg
CO₂ / class-hourroutedatacenter · 840 W
power-cap250 W · −0.0% energy · +0.0% time
carbon-shiftoff · running now
learning per watt
1.47× the learning of lecturing, at a fraction of the watts
Less than 2% of the world's datacenter capacity sits in Africa. The bottleneck is compute, not talent.
Illustrative simulated telemetry, not a live cluster. Hardware watts are published envelopes; every savings % and gap figure is cited on the evidence page.