Commentary
If upskilling is being touted as the bridge to an AI future, it must lead somewhere, says Catherine Thorbecke for Bloomberg Opinion.
Will AI trigger a white-collar jobpocalypse? Current data gaps leave everyone guessing. (Photo: TODAY)
07 Jun 2026 06:00AM
TOKYO: No one knows whether artificial intelligence will trigger a white-collar jobpocalypse. The loudest warnings still come from people building and selling the technology, whose predictions often double as hype-mongering or cover for unrelated cost-cutting with investor-friendly language. Think-tank and analyst forecasts are no less vertiginous.The honest answer is that current data gaps leave us all guessing.But we do know the script that’s already creeping up as displacement begins to trickle: “retraining”, “upskilling” and the hollow language used to make dislocation politically palatable. We cannot allow it to become the next comforting lie, or a way to sell the future while abandoning the people forced to live through it.Policymakers and tech leaders shouldn’t wait for mass disruptions. They should also stop pretending retraining is much more than a slogan. America already ran this experiment after deindustrialisation. Manufacturing losses were relatively concentrated, but the damage spread through families, communities and politics for generations. The payoff from the retraining policy during this era was weak at best.
