TLDR Dev · OPINIONS & ADVICE

THE 2026 GLOBAL INTELLIGENCE CRISIS

citadelsecurities.com11 min read

Summary from the TLDR Dev newsletter

Real-time data shows stable AI adoption and rising software engineer job postings, refuting claims of rapid labor destruction. Technological diffusion follows S-curves, with economic deployment bounded by physical, regulatory, and organizational limits, making AI's integration slower than often predicted. AI is a productivity shock that will likely complement labor and offset other macroeconomic headwinds, rather than leading to a sustained negative demand shock or rendering human work obsolete.