The 2028 Intelligence Crisis: Macro-Financial Spillovers

3. The 2028 Intelligence Crisis: Macro-Financial Spillovers

The "2028 Global Intelligence Crisis" thesis continues to dominate macro-AI discussions. The core concern is "displacement without demand." As agents become capable of autoresearch and autonomous engineering (as seen in the Karpathy and Cursor/Claude Code developments), the pace of labor displacement may exceed the economy's ability to create new, high-value roles for humans.

Unlike the software boom of the 2010s, which created millions of developer jobs, the agentic boom of the 2020s may be net-destructive to total labor hours. This creates a "consumption vacuum" where the products of AI-driven efficiency have fewer human buyers with disposable income.

Why it matters:

• Investors are beginning to look beyond the "AI winner" narrative toward "macro-resilience" strategies
• The timeline for Universal Basic Income (UBI) discussions has accelerated from "decades" to "years"
• Success in AI (hitting AGI-level efficiency) is ironically the biggest risk factor for global financial stability

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