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Short, practical notes on building AI-native People Ops systems—workflow-first, evidence-first.
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The future of hiring belongs to decision science

Articles

More coming soon. For now:

Don't Make Soft Metrics Hard

5 decision quality metrics every team should track.

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What's Your Interviewer Style?

Uncovering the hidden variability in hiring decisions.

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Why MIT Says 95% of AI Pilots Fail

And what the successful 5% do differently.

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