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Latest / The New Physician: Today’s Difficult Problem

AI Can Make You Fast Before It Makes You Good

AI can make a new employee dramatically faster before they have developed the judgment to know whether the output is actually good.

Andrew Wang, CEO and co-founder of Valon, has taken a deliberately cautious approach: new hires first learn the job, then earn more freedom to delegate work to AI once they can recognize bad outputs, catch mistakes, and know when human judgment is still required.

The framework is simple:

LEARN

Understand the job, what good looks like, where mistakes happen, and what the important exceptions are.

EARN

Show that you can judge the output, catch errors, and know when…

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