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The Concave Relationship Between AI Exposure and Unemployment: Reframing the Supervisory Economy as an Exploratory Moderation Test [version 3; peer review: 1 approved, 1 approved with reservations, 2 not approved]

Name: The Concave Relationship Between AI Exposure and Unemployment: Reframing the Supervisory Economy as an Exploratory Moderation Test [version 3; peer review: 1 approved, 1 approved with reservations, 2 not approved]
Start: 2026-05-14T12:52
End: 2026-05-14T12:52
Location: Local events

Electronic & House Music

When:: May 14, 2026 · 12:52 PM
Source:: F1000Research

Background Rapid advances in general-purpose artificial intelligence are compressing automation timelines and renewing concern about technological unemployment. This article examines whether aggregate AI exposure is associated with unemployment in a cross-country panel, and whether a broad managerial-share proxy provides any evidence for the proposed “supervisory economy” mechanism. Methods Using a balanced panel of 12 economies observed annually from 2014 to 2023, we construct a sector-weighted

Electronic & House Music

The Concave Relationship Between AI Exposure and Unemployment: Reframing the Supervisory Economy as an Exploratory Moderation Test [version 3; peer review: 1 approved, 1 approved with reservations, 2 not approved]

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