Do Managers Actually Understand AI? (I’m Not So Sure.) | AI Reality Check

What It Covers

Cal Newport analyzes a New York Times article on SAP's AI strategy, challenging business executives' casual confidence that AI is eliminating jobs, while tech leaders like Jensen Huang and Sam Altman publicly contradict those claims.

Key Questions Answered

• •Executive AI Literacy Gap: Many business leaders base AI predictions on LinkedIn-circulated narratives rather than technical understanding. Newport identifies a pattern where executives claim AI drove layoffs to appear forward-thinking, even when the technology at that time was too immature to support those claims.
• •Job Market Reality Check: Software development job openings reached a three-year high in 2026, directly contradicting narratives of AI-driven displacement. Even Sam Altman publicly acknowledged his predictions of entry-level white-collar job losses were wrong, calling the actual impact lower than anticipated.
• •Misattributed Layoffs: SAP's 2024 restructuring of 10,000 jobs was framed as AI-driven, but spring 2024 AI tools were limited chatbots with no mature coding agents deployed at scale. Marc Andreessen attributes similar tech cuts to COVID overhiring corrections and rising interest rates instead.
• •Apply Political Journalism Standards to AI Reporting: Newport proposes treating AI coverage with the same adversarial skepticism used in political reporting — cross-checking executive claims, citing dissenting experts, and refusing to accept confident assertions without verification, rather than treating them as established fact.