infrastructure

If AI makes cognition cheap, portable, and good enough, services lose margin and geopolitical advantage shifts toward players that pair industrial scale with commoditized intelligence.

A framework for building institutions that compound under pressure: treat time as information, preserve loop integrity, and focus on domains where repetition improves judgment.