International AI Safety ReportSystemic risks§2.3.1

AI reshapes jobs, starting with early-career workers

Outside what we measureNo matching case files yet.

The warning

AI can do tasks in a large share of jobs. Early data shows little change in overall employment but fewer jobs for early-career workers in the most exposed occupations.

Paraphrased from the source. Source: International AI Safety Report 2026, Feb 3, 2026, section 2.3.1, page 84. Summary by International AI Safety Report: internationalaisafetyreport.org.

What the registry shows

An economic risk, outside what a security incident registry measures.

A risk that a security incident registry cannot measure.

Status history

Date	Status	Matching case files	Change
Oct 18, 2026	Outside what we measure	0	Tracking starts

Tracked since Oct 18, 2026. A line is added when the status changes, when the first real-world case is linked, and once a month, so the record shows when a warning moved from research to reality. research_history.json

All matching case files

No matching case files yet.

Other warnings in this group

Early signs Relying on AI companions harms some users

Research vs reality · International AI Safety Report →

How we match: a case file is linked to a warning when what happened is a real-world instance of the risk the source describes, judged by the editors from the facts in the case file. A match means the case fits the warning, not that it proves the source's wider argument. Allegations in lawsuits are labelled as allegations. Statuses are editorial and reviewed as new cases arrive. The matching is recomputed on every update. Data: Systematic coverage in the registry starts in 2025, so a first-case date shows when the registry first recorded the risk, not when it first happened. research.json (CC BY 4.0)