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Human Contribution Quotient (HCQ)

The value a person adds beyond AI-generated work. Distinguishes genuine human value from polished AI output and supports fairer talent decisions.

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What it measures

  • Original framing
  • Independent insight
  • High-value corrections
  • Novel synthesis
  • Risk identification

What you get

  • Hiring
  • Performance evaluation
  • Development
  • Gives credit for original insight, meaningful correction and accountable contribution.

More in AI-era capability

AI Oversight Quotient (AOQ)People take what the AI gives them and use it without checking.AI Work Quotient (AIWQ)We cannot tell who gets real work done with AI and who just has the tool open.Judgment Quotient (JQ)When the AI gives two different answers, someone still has to decide.AI Trust Quotient (ATQ)Some people trust the AI too much. Others waste hours re-checking work it got right.
Human Contribution Quotient (HCQ)~25 minutes
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