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Will Some Programmers Become "AI Babysitters"?

Maggie Johnson, a Google.org Global Head and Code.org founder, argues that AI's ability to generate code at scale is forcing programmers into a new role as technical auditors who verify AI output for safety, efficiency, and security. The piece notes that companies are already struggling to recruit enough engineers to review the explosion of AI-written code, creating growing demand for this verification-focused specialty.

"Babysitter" sounds demeaning, but the job being described is actually more valuable than what it replaces. When AI writes code at scale, the bottleneck moves to the people who can look at a diff and spot where it will silently break production. That is judgment work, and it scales with experience, not speed. For business leaders, the lesson travels well beyond software. Every role that currently involves creating something is splitting into a creation layer — where AI handles the mechanics — and a verification layer, where humans who know the domain catch what the AI got wrong. The winners of the next decade are going to be the people staffed on the verification layer, regardless of industry.
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