The Expensive-Loop Problem

Published 14 October 2026

Real-world work often involves slow, costly, and limited feedback. Succeeding in these expensive-loop domains requires theory-building, proxy management, resource budgeting, and diagnosing failures that cheap, deterministic training loops do not teach.