Reporting archive
Evidence on AI and work
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Bengio’s 2026 safety report shows juniors squeezed, seniors hold steady
A sober safety report reframes the jobs story: stable headcounts masking vanishing entry roles—and a potential snap-accelerant when dependable agents start running the handoffs.
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Oracle weighs 30,000 layoffs to unlock $8–$10 billion for AI buildout
Oracle’s AI push is turning payroll into power lines, using layoffs and asset sales to finance gigawatts and GPUs.
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AP survey finds AI a layoff alibi, not automation
AP’s audit of “because of AI” layoffs finds more investor theater than automation—and shows what real AI-driven cuts would actually look like.
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Early-career engineers face 24.4 week searches as teams flatten
The AI boom is trading rungs for margins—flattened orgs, fewer entry paths, and a job market where résumés fight models instead of showcasing skill.
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Dow targets $2B uplift with AI and 4,500 fewer roles
A 126-year-old industrial bellwether just made AI the lever, not the backdrop, and 4,500 roles are the counterweight.
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Whitehall’s new KPI is layoff‑to‑payment time
UBI just jumped from seminar talk to a Whitehall tool—cash first, classes later—as the UK readies a soft-landing for AI’s fast displacement.
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Cisco signals fewer agents as adoption leaves pilot
Cisco’s CEO says the AI wave will be bubble and breakthrough at once, with the first cuts in customer service as procurement shifts from pilot to standard and dollars flow from seats to systems.
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Pinterest’s SEC filing makes AI the layoff rationale
Pinterest just put its AI refactor in permanent ink—trading headcount and leases to make the model the chassis, not a feature.
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Revere Health cuts 177 billing roles as AI handles claims
Automation crossed from slide decks into hospital payroll, and the first casualties were the people who turned charts into cash.
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UK’s 27% job-loss risk, 1,587% surge, first rung missing
UK employers are racing to orchestrate AI while automating away the practice reps that build judgment—leaving a missing first rung no one budgeted to replace.