
The framing figure should appear in more discussions of AI adoption: in the markets under consideration fewer than twenty per cent of people are using AI at all, with benefit concentrated in developed markets. Every debate about economic impact assumes access, and this session concerns the four-fifths for whom the question has not arisen. Digital literacy is named as the representative constraint, and it matters more than infrastructure because the sequence has already run once — mobile reached these markets faster than forecast, and those who missed out were not the uncovered but those who could not use what coverage delivered. The technical description is a distribution argument rather than a product one, and depends on the layers above being built by people with local knowledge, which the same conditions suppress. The operational discipline is what makes it credible: segmented retention reviewed every week or two, because aggregates rise while intended beneficiaries leave.


