Clouded Judgement: The AI Innovator's Dilemma

The article analyzes how compute scarcity has become the primary organizational constraint for large AI companies, forcing difficult resource allocation decisions between protecting profitable existing products and pursuing emerging growth vectors. This mirrors the classic innovator's dilemma but with hardware constraints, creating structural advantages for focused startups that can operate efficiently across cloud providers without internal resource battles.