"Waze" didn't eliminate driving. It eliminated all the routine navigation work
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"Waze" didn't eliminate driving. It eliminated all the routine navigation work


The AI job crisis everyone gets wrong Most “AI and jobs” conversations are built on the wrong fear. The fear is: “AI will eliminate jobs.” The shift is: AI will eliminate the bottom layer inside most jobs - the routine layer. That’s a very different transformation: Not “people disappear.” But “jobs compress.” The same outcomes will be delivered by fewer people, operating at a higher level of judgment. And here’s the part most companies are underestimating: This isn’t primarily a technology challenge. It’s a leadership + operating model challenge. Because once the routine layer is removed, every team faces new questions: Who owns the decision? What’s the right human/agent handoff? How do managers lead execution when “doing the work” is no longer the bottleneck? If you’re a leader, the question isn’t whether AI will change your org. It’s whether you’ll redesign work intentionally, or let the org drift into chaos. Curious: what’s the most “routine” part of your job you’d happily give to AI tomorrow?