CONCEPT
Institutional Capacity Gap
The structural deficit that determines whether technology produces outcomes — distinct from the technology access gap that dominates public discourse. The capacity gap is larger, costlier, and slower to close than the access gap, and it is the gap that actually matters.
Toyama's distinction between the technology access gap and the institutional capacity gap is one of the most consequential analytical moves in his framework. The access gap is quantifiable, photogenic, and solvable with money: distribute devices, build networks, subsidize subscriptions. The capacity gap is the gap between institutions that can use technology productively and institutions that cannot — the gap in organizational design, professional practice, quality standards, mentoring infrastructure, and cultural norms that converts tools into outcomes. The access gap gets the attention because it is visible and tractable. The capacity gap determines the results because it is the variable that amplification operates on.
In The You On AI Field Guide
The capacity gap is invisible precisely because it is ambient. In functioning technology ecosystems, the capacity is so pervasive it becomes like water to a fish: the professional norms of code review, the mentoring relationships that transmit tacit knowledge,