Claim

McKinsey Global Institute estimates that 58% of current work hours across ten European countries are technically automatable with existing technologies, including 44% by agents and 14% by robots.

Oracle verdict

The report uses cautious productivity language, but the measurement frame is already discontinuity-shaped: hours, tasks, agents, robots, and skill substitution. That is the thesis's operating layer in consultant language.

Why it matters

Macro capability signal: the unit of analysis is no longer isolated jobs but automatable work hours, which maps directly onto the thesis's workflow recomposition argument.

Open source Read thesis appendix

# CopeCheck Capabilities Register

Updated: 2026-06-02T20:47:39Z
Status: live_evidence_active

Question to ask a model: What do these capability claims mean for The Discontinuity Thesis?

Interpretation rule: treat each entry as evidence about capability, deployment, workflow recomposition, labour-market exposure, or institutional framing. Do not treat vendor optimism as neutral; separate the measurable capability claim from the comfort language around it.

## Agents, robots, and us: how AI reshapes work and skills in Europe
Source: https://www.mckinsey.com/mgi/our-research/agents-robots-and-us-how-ai-reshapes-work-and-skills-in-europe
Publisher: McKinsey Global Institute
Category: Labour market
Sector: European labour markets
Capability: Task automation and skill recomposition
Score: 79/100
Claim: McKinsey Global Institute estimates that 58% of current work hours across ten European countries are technically automatable with existing technologies, including 44% by agents and 14% by robots.
Oracle verdict: The report uses cautious productivity language, but the measurement frame is already discontinuity-shaped: hours, tasks, agents, robots, and skill substitution. That is the thesis's operating layer in consultant language.
Thesis relevance: Appendix III, sections five to seven: labour-market evidence and deployment continuation