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THE LEDGER
SECTION 10
ISSUE 001
PROJECTIONinstitution1-3yconfidence / medium
Portable AI Transition Accounts
Projection: workers will carry funded transition accounts across employers, drawing on them for accredited training, income smoothing, equipment, and career navigation. Contributions could rise when a company automates whole task bundles, connecting a private deployment decision to the public and personal costs of occupational adjustment.
Why this idea is here
What the evidence establishes.
ILO–World Bank evidence shows cross-country exposure differences; OECD emphasizes that training changes reported performance and working-condition outcomes.
Source ledger
Read the sources.
- S01Uneven Global Impact of Generative AI on Jobs
ILO–World Bank research / dated 2026 / retrieved 2026-07-09
- S02AI and Skills: What We Know So Far
OECD report / dated 2026 / retrieved 2026-07-10