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Media outlet covering the future of work, publishing research and reporting on AI's impact on hiring, careers, and workplace practices.
Stanford and King's College London researchers found senior roles at AI-adopting firms grew 6.7% over five years while junior roles fell 3%. Junior development is now a leadership decision, made on evidence that so far amounts to a newsletter summary of one paper.
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Nearly two-thirds of professionals say they are covering more than one role, and half blame AI tools for part of the added load. The remedy on offer from Google's executive productivity advisor starts with a blank printed calendar.
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HiBob asked 1,200 business leaders how AI proficiency enters talent decisions. Two-thirds link it to promotion and half to performance ratings, while 36 percent of those counting on managers to coach it call them highly prepared.
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The Census Bureau study puts that hit on a par with graduating into a large recession. A separate study of 393 employees finds the productivity gains coming back to staff as a higher performance bar.
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Entry-level hiring can be switched back on in a quarter. The repetitions juniors used to earn on the way to competence cannot, and the shortfall will only be legible when this year's cohort should be running things.
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Gates says technology executives are privately worried about AI's labor effects and are telling each other to stay quiet to protect fundraising, which leaves the people who must staff 2027 planning without a policy timetable.
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BCG's managers caught fewer errors and passed more of them along once identical work was labelled an AI employee, which turns the org chart question into a question about who answers for an agent's mistakes.
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Applicants can now produce a resume in seconds and employers screen them by keyword, so the throughput failure sits with whoever designs the top of the funnel rather than with a campus career office.
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A telecom moving workloads off frontier vendors, a Big Four firm inventing "agent economics," and a widening youth employment gap all point at the same unglamorous work.
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