A Wild Ride

Speculation about the economic impact of AI is everywhere. From economists to technologists to the barista at your local coffee shop, everyone has an opinion about what the future holds. Just this week we saw two sharply contrasting perspectives: one from Alap Shah and Citrini Research projecting widespread job loss and severe economic fallout, and another from Citadel pushing back on the logic behind the Citrini thesis.

Few technologies have generated this level of speculation and fear. Even Citrini’s admittedly fictional portrayal of the next two years had an immediate, very real impact on markets, sending stocks sharply lower. Forecasts about a future in which AI reaches its full potential swing wildly from dystopian to utopian. Investors do not know what to believe.

Take Nvidia. Imagine Jensen Huang huddled with his executive team before an earnings call: “Great work, everyone. With this historic performance, the stock should respond positively.” And then it drops 9 percent. The numbers are strong, yet the reaction is negative. That is not about earnings. It is about nerves. Investors want to believe in an AI-driven future, but the doomsday narrative is hard to ignore. What if the pessimists are right?

Uncertainty is the defining theme of this moment. That likely makes it one of the most opportunistic periods in modern economic history. It is a time when a bold bet could generate enormous gains or painful losses. There appears to be little middle ground. The stakes feel binary.

My view is that the future sits well above most of our pay grades, certainly mine. Most of us are too far removed from the underlying data and too unfamiliar with the technical architecture to see what the builders see. We experience AI through consumer outcomes, which are undeniably impressive and advancing quickly. More recently, we have begun hearing about agentic systems and breakthroughs from tools like Claude and Moltbot. Yet for all the progress, AI adoption in everyday life has not fully crossed into game-changing territory.

This is a wild ride. Buckle up. The future feels more uncertain than at any point I can remember.