Torsten Slok: AI hasn’t delivered on productivity hype, and it means 'painful repricing' of markets

Key Points:

• Apollo Global Management’s chief economist Torsten Slok highlights a widening productivity gap driven by AI, with significant gains visible mainly in tech companies, while most Fortune 500 firms face slow adoption due to regulatory, data, and integration challenges.
• Despite rising profit margins for leading tech firms, broader sectors show stagnant margins, raising concerns that market expectations for AI-driven earnings may be overly optimistic and could lead to a painful market repricing if returns do not materialize quickly.
• Major companies like Ford and IBM demonstrate that effective AI deployment still requires substantial human expertise and oversight, with AI costs currently exceeding human labor expenses, challenging assumptions about immediate productivity improvements.
• Studies and expert analyses reveal that many firms underestimate the complexity and cost of integrating AI, with some experiences showing high upfront investments and slow ROI, emphasizing the gap between AI's theoretical potential and practical implementation.
• The phenomenon of "tokenmaxxing"—using AI tools extensively without clear goals—has led to wasted resources and limited strategic benefit, prompting companies to reconsider their AI strategies and focus on targeted, value-driven deployment.