Ideas & experiments
from the causal frontier

We optimized markets for speed, efficiency, and scale—and quietly lost control over causation. In a machine-run economy, actions propagate faster than oversight, and outcomes emerge without clear authorship. Optimization still works, but responsibility dissolves. The next economic infrastructure won't be built on better prediction, but on causal control.