Three years into the AI boom, the evidence isn’t pointing towards mass collapse or miracle productivity — only a powerful new tool reshaping work, markets, hardware, power and trust unevenly.

Artificial intelligence has been sold as both a cure for everything and the machine that will ruin everything: the office, the classroom, the entry-level job, the small business, the power grid, the human imagination. But three years into the generative-AI boom, the evidence points to a less cinematic and more consequential reality. AI is not a panacea, and it is not Pandora’s box. It is a tool — powerful, uneven, expensive, sometimes overhyped, sometimes genuinely useful — and the clearest way to understand where it is going is to look at where people and markets are actually putting it to work.

The AI Panic Is Real. It Is Not a Map.

The public mood around AI is not irrational.…