Written with the assistance of an AI
Artificial intelligence is often presented as a neutral engine of progress. Faster processes. Better decisions. Lower costs. Higher productivity. The promise is almost mechanical: introduce AI, and prosperity follows.
But productivity alone has never guaranteed public good. And in the case of AI, this assumption deserves closer scrutiny.
What AI undeniably does is create capacity - the capacity to predict, generate, coordinate, and optimize at a scale previously impossible. Whether that capacity improves collective wellbeing is a different question altogether.
To answer that, we must first understand what AI actually costs, how it is financed, and what kinds of value it is structurally incentivized to produce.


