2026-08-09•5 min readInvert the AI Scaling Consensus: Four Constraints, One Real FragilityFour constraints could break AI scaling. Three have engineering workarounds. The fourth, capital structure, is the one lacking an engineering response.#ai-economics#scaling#risk-analysis#inversion#capital-markets