CONCEPT
The Democratization Gap
Smil's quantitative test of AI's most morally significant claim: the distance between the software promise that AI makes capability universally accessible and the infrastructure reality that reliable access requires electricity, bandwidth, devices, and purchasing power distributed with extreme inequality across the globe.
The most compelling argument in
[YOU
] on AI is also the one most vulnerable to quantitative scrutiny. The claim that a developer in Lagos can now access the same coding leverage as an engineer at Google operates at the software layer, where it is substantially correct: the same AI tools exist, the same interface is available, the same natural-language capability is offered. At the infrastructure layer, the claim encounters a gap that
Smil's method—follow the claim to its physical requirements, then measure whether those requirements are met—reveals with uncomfortable specificity. The developer in Lagos requires, at minimum, four things: reliable electricity, sufficient bandwidth with acceptable latency, a device capable of running the AI interface, and the financial capacity to pay for the service. Sub-Saharan Africa's available electrical capacity translates to roughly 20 to 25 watts per person; the United States provides roughly 3,800 watts per person—more than 150 times as much. Average