Framework
Technology-to-Capability Model
An early hypothesis connecting tools to civilizational capability via complements, interfaces, and fallback conditions—not via gadget glamour.
Problem
Public discourse treats technology as automatically equal to progress, ignoring the conversion path from tool availability to durable capability.
A technology raises civilizational capability only through a conversion chain: affordance → complementarity (skills/institutions) → interface quality → normal performance → degraded-condition performance → optionality retained.
Model
Problem
"We invented X" is not the same as "we can reliably do Y under stress." Civilization theory needs the conversion path made explicit.
Model
Early hypothesis: technology becomes capability only after complements, interfaces, and institutions turn demos into durable performance—including when the tool is wrong or offline.
If that conversion fails, you get dependency, theater, or brittle abundance.
Limitations
This framing can become a counsel of hesitancy. It can also be gamed with endless "complements needed" excuses. It remains an early hypothesis: useful for auditing claims, insufficient as a complete theory of innovation.
Assumptions
- Peak demo performance is not capability.
- Complements and institutions are part of the technology system.
- Degraded-mode performance is a civilizational metric, not a niche safety concern.
Evidence
- Electrification and IT both show delayed productivity realization pending organizational redesign.
- Automation accidents often involve mode confusion and skill fade.
Predictions
- AI tools without verification complements will raise output and lower trust simultaneously.
- BCIs and robotics will under-deliver where interfaces ignore human learning dynamics.
Limitations
- Conversion chain is hard to measure in historical cases.
- May undervalue pure curiosity-driven science with delayed complements.
Counterarguments
- Market adoption already reveals true capability; extra theory is idle.
- Resilience requirements can block necessary speed.
Sources
- 1. The Nature of Technology — W. Brian Arthur (2009)
- 2. The Glass Cage — Nicholas Carr (2014)