
Microsoft just learned the hard way what smart companies are figuring out : "AI only" is expensive.
Uber deployed Claude Code to ~5,000 engineers and saw per-engineer API spending hit $500–$2,000/month.
They burned through their entire AI coding budget in 4 months.
A 2024 MIT analysis found AI automation only pencils out as cheaper than human labor for roughly a quarter of the jobs people thought it would replace.
The winning formula isn't "replace humans with AI." It's hire humans who know how to use AI efficiently. Lower cost, better judgment, controllable spend.
The most valuable person in the job market right now isn't the AI, it's the human who knows exactly when to use it and when not to.

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