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Tech5 min readFebruary 21, 2026

Will AI Replace Your Job? Prediction Markets Have a Probability for That

The most consequential economic question of the decade has a prediction market. How do you price the timeline for AI labour market disruption?

The AI Labour Market: A Prediction Market Exists for This

The question "will AI replace X% of current jobs by [date]?" is genuinely uncertain enough to be a meaningful prediction market. Economists disagree significantly: McKinsey Global Institute estimates 15% of current work is automatable in the next decade; others suggest 30-40%; AI researchers like Dario Amodei speak of AI potentially performing the work of "almost all cognitive workers" within a few years. That range of expert opinion is exactly what prediction markets are designed to price.

How to Think About This Prediction Market

  • The "task" vs "job" distinction matters: AI automates specific tasks within jobs, not usually entire jobs. Prediction markets need to be carefully scoped.
  • Sector-specific timelines: coding, customer service, and data analysis face much shorter disruption timelines than plumbing or nursing
  • Labour market adaptation: past automation (ATMs didn't eliminate bank tellers) shows the economy creates new roles even as tasks are automated
  • Regulatory friction: employment law, liability frameworks, and union agreements significantly extend the timeline between technical capability and economic deployment
  • Human preference: some tasks will remain human-performed even after automation is possible, because customers or regulations prefer human interaction

"The real prediction market question isn't "will AI replace jobs?" — it's "in which sectors, on what timeline, with what regulatory response?" Those are tractable questions."

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Boromarket's AI labour market prediction series includes sector-specific markets (legal, finance, creative, technical) with different resolution dates and conditions.

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