Software engineer job postings have surged 11% YoY despite AI capital expenditure hitting 2% of GDP ($650 billion), challenging displacement narratives. Data from Citadel Securities and Indeed shows hiring momentum persists amid 2,800 planned US data centers and 65% growth in AI-adjacent commodities since 2023. The St. Louis Fed’s Real Time Population Survey reveals stable AI adoption rates, with no inflection suggesting imminent labor displacement.

Critics argue AI’s recursive potential is overstated, citing historical S-curve adoption patterns and physical constraints like energy demand and semiconductor capacity.