May 9, 2026
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Coding

Spot the bug a model just shipped.

A model writes 'if x = 5:' in Python. Good subcontractors flag this in seconds. The work is a stream of small, fast, high-volume judgements like this.

Spot the bug a model just shipped.

The example

A model writes if x = 5: in Python. What's wrong?

Good subcontractors flag this in seconds. The mistake — single equals instead of double equals — is the kind of error a model produces, looks plausible doing it, and won't reliably catch on review.

Why this is the work

The actual subcontractor work in Coding is a stream of judgements like this. Small, fast, high-volume, and impossible for a model to reliably check itself. We test for the disposition that catches them.

What qualifying looks like

Pass the Coding Cognition Test (60 questions, 78% pass mark) and you're qualified for AI subcontractor work at the Coding tier — up to $100/hr.

Jobpeak Editorial

Jobpeak Editorial

Platform team

A model writes 'if x = 5:' in Python. What's wrong? Good subcontractors flag this in seconds. The work is a stream of judgements like this — small, fast, high-volume, and impossible for a model to reliably check itself.

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