CONCEPT
Corollary of Amplification
Toyama's uncomfortable addendum: <em>problematic technology cannot be fixed with more technology</em>. The underlying human forces must be changed through law, culture, and social norms — the investments the industry does not know how to make.
The corollary is the analytical hinge on which Toyama's critique of solutionism turns. If technology amplifies existing capacity, then adding more technology to a dysfunctional context amplifies the dysfunction. The response must therefore operate at the level of the forces being amplified: educational systems, institutional design, cultural norms, regulatory frameworks. These are the domains where the technology industry has no comparative advantage and in which it has shown remarkable reluctance to invest. The corollary is what transforms Toyama's law from a description into a prescription — and what makes the prescription so commercially inconvenient that it is routinely ignored even when the description is accepted.
In The You On AI Field Guide
The corollary encodes an intellectual discipline that the development literature learned the hard way. When an agricultural information kiosk failed, the default response was to add a monitoring system. When the monitoring system failed, add a reporting dashboard. Each layer was a technological response to the failure of the