CONCEPT
Intrinsic Growth
Toyama's term for the slow, structural development of human capacity — education, mentoring, institutional strengthening, cultural formation — that determines what technology deployments produce. The alternative to packaged interventions, and the investment the technology industry cannot make.
Intrinsic growth names the kind of development that cannot be accelerated by distributing products. It is the growth of a student's cognitive capacity over years of mentored engagement with increasingly complex material; the growth of a teacher's judgment over a career of practice and reflection; the growth of an institution's
culture over decades of deliberate cultivation; the growth of a society's cultural norms over generations of shared experience. Intrinsic growth is what actually produces the foundations that technology amplifies, and Toyama's fieldwork demonstrated that without intrinsic growth, technological interventions produce nothing durable. The term is set against
packaged interventions — the technology-industry default of distributing pre-designed solutions — and the two concepts form the analytical frame of the second half of
Geek Heresy.
In The You On AI Field Guide
The concept inverts the standard development sequence. The usual approach is to identify a problem, design an intervention, deploy it at scale, and measure outcomes. Intrinsic