Special Edition Report: The AI Power Law

“Every technological revolution has two halves: the bubble and the golden age that follows.”

Carlota Perez, economist and author of Technological Revolutions and Financial Capital (2002)

The stock market is at all-time highs, but inflation remains sticky and the job market is weakening. Ask around and you’ll hear the same refrain: the labor market feels tougher than ever. At the same time, the first wave of AI agents is “joining the workforce”. Imagine a software engineering agent capable of performing most tasks of a mid-level developer. Now imagine thousands. Extend that across every knowledge field, and the implications for productivity, and potential displacement, are profound.

What happens when the next round of layoffs hits? Add tariffs on top, and ask what happens if consumption weakens. Even the Federal Reserve admits it is unsure of what comes next.

Against this backdrop, venture capital in 2025 is not in recovery but in recalibration. The illusion of recovery is powered almost entirely by AI. Capital is flowing, but to fewer companies than ever. Outside AI, down rounds are rising, and nearly half the unicorn population hasn’t raised since 2022.

We are living in an AI bubble. Just four megacaps, Nvidia, Meta, Microsoft, and Broadcom, accounted for 60% of the S&P 500’s gains, with Nvidia alone responsible for more than a quarter. It’s a paradox. Yes, we’re in a bubble, but it’s also the future. We are witnessing what may be the most important technological shift in a generation. It’s hype layered on top of something undeniably real.

Uncertainty is the name of the game; not one single path forward, but divergent scenarios. Alpha will be earned through selectivity, by navigating volatility rather than avoiding it.

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Happy reading,

8alpha.ai’s Research & Investment Team