Framework
AI Scores, Humans Decide
The judgment boundary Zero Hiring enforces.
How it works
- 1The AI recruiter drafts the job description; a human approves it before it goes to market.
- 2The AI ranks applicants and explicitly does not eliminate or nominate anyone.
- 3Human recruiters verify rankings and can go back and grade recorded AI screens.
- 4Rationale: AI is powerfully literal and does not know what it does not know, which is why judgment never gets delegated.
Hear it on the podcast
Hiring Is an Operations Problem, Not an HR ProblemListen to the episodeMore from this episode
The Electricity ModelZero Hiring's pricing philosophy.The Open/Close SplitHow the fee is staged across the search.Faster, Better, Cheaper, All ThreeShar's rebuttal to the classic constraint.One Purpose Per InterviewThe FreeMarkets-derived interview loop.Hiring Is an Operational FunctionShar's reframe of where hiring belongs in a company.Mission Alignment Over CompensationWhy pay stopped being the deciding factor.
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