Fighter's World

Jun 19, 2026 · Industry Insights

Recursive Self‑Optimization: Solving AI Infra’s Speed‑Scale‑Complexity Triangle

The article argues that AI infrastructure faces an impossible triangle of rapid expansion, gigawatt‑scale capacity, and heterogeneous DAG orchestration, and shows that only recursive self‑optimization—compressing chip design, software development, and model creation cycles—can simultaneously satisfy speed, scale, and complexity constraints.