AI and the End of Productive Friction
On what AI automates, what friction teaches, and why better output is not the same as deeper capability.
The writing
On performance, capability, culture, and the conditions that produce excellence.
On what AI automates, what friction teaches, and why better output is not the same as deeper capability.
On capacity, reserve, and the difference between what we can do and how we should live.
On how invisible competence and care create the ease we often take for granted.
On why fair attention follows need, why competence should earn freedom, and why access to help must remain open.