How this page evolved

Every published version is kept. Each entry shows what changed and why. Earlier versions can be restored by moderators, but only if the material they rely on is still available.

1. Revision 3Oct 4, 2026, 3:59 PMLiveAI-organised, reviewed

   Added newer evidence on LLM exposure and job precarity, robot adoption and worker health, invulnerability bias in risk perception, and ageing immigrants' livelihood security. Expanded uncertainty and open questions to reflect that no source measures aggregate employment or wage effects directly.

   • · The main finding was rewritten.
   • · Updated “Exposure is not the same as displacement”.
   • · Added section “Health effects of automation”.
   • · Updated “Risk perception and who bears the downside”.
   • · 4 new sources cited.
   • · The note on uncertainty changed.
   • · The key takeaways were revised.
   • · 2 new pieces of guidance for specific situations.
   • · 2 new open questions.
2. Revision 2Oct 3, 2026, 6:21 PMAI-organised, reviewed

   AI-prepared Starting Map from live research.

   • · First published version.