AI and Jobs: Fear is Real. But So is the Pattern.
The anxiety is real. Across industries and geographies, people are worried about their jobs. Companies are projecting productivity gains, reducing headcount, and pointing to AI as part of the reason. The uncertainty that follows is not imaginary - it is showing up in careers, households, and conversations everywhere. Over the past year, I have watched AI complete tasks that once took hours. Creating presentations, summarizing research, drafting requirements, analyzing data, generating code, and producing content - all in minutes. The capability jump is undeniable. At the same time, I have also seen organizations struggle to realize the value they expected. Not because the technology was lacking, but because the hard part was never just the technology. It was aligning people, processes, incentives, governance, and decision - making around it. This is why the current conversation about jobs deserves a more nuanced view. Because history keeps telling us something we tend to forget in the ...
