Generative AI Fundamentals Map
Map/Loops/reinforcing

Cheaper means more

reinforcing loop · 3 steps · Trace on the map →

The cycle

Capability getscheaperUsage and new usesgrowVolume funds capacityand efficiencyR
  1. 01Capability gets cheaperCapability price deflation
  2. 02Usage and new uses growWorkflow redesign
  3. 03Volume funds capacity and efficiencyCompute supply

What drives it

Falling prices open uses that were not worth it before, and the extra volume pays for more capacity and efficiency work.

What breaks it

Satya Nadella called it the Jevons paradox: as AI gets cheaper and more accessible, use rises faster. Power and chip supply cap how far volume can grow.

What to watch

Price per unit of fixed capability. Total tokens served.

Also feeds it

Sources

  1. 01Why Satya Nadella thinks the Jevons paradox will shape AI
  2. 02Epoch AI: LLM inference price trends