Blog

AI Transition and Social Absorption

12 minute read

Agents and robots are entering the economy unevenly. The social challenge is the speed gap between technical capability and society's capacity to absorb change.

Scaling Autonomous Work

13 minute read

Long-running agents and parallel collaboration are already appearing. The open question is how to organize them into a scalable general-purpose production system without exhausting human attention.