News Oct 31 LABOR

Census Data Show AI Spreading Inside Firms Before It Shows in Layoffs

Aggregate layoff headlines understate how artificial intelligence is entering the economy. A U.S. Census Bureau working paper on the microstructure of AI diffusion reports that 18% of firms used AI in at least one business function during late 2025 and early 2026, rising to 32% when weighted by employment; 66% of adopters used AI primarily to augment existing tasks, and AI-related employment decreases appeared in only 2% of firms. The binding constraint for macro productivity may be workflow redesign and adoption breadth—not yet displacement visible in monthly job cuts.

Census Data Show AI Spreading Inside Firms Before It Shows in Layoffs

ashington, Oct. 31 — Headline layoffs at a handful of technology employers dominate the AI-and-jobs debate; firm-level surveys describe a slower, messier diffusion. A U.S. Census Bureau working paper, The Microstructure of AI Diffusion (CES-WP-26-25R), reports that 18% of U.S. firms used artificial intelligence in at least one business function during late 2025 and early 2026. Weighted by employment—so large employers count more—the share rises to 32%. The same paper finds that among adopters, 66% used AI primarily to augment existing tasks rather than replace workers outright, while AI-related employment decreases showed up in only 2% of firms in the survey window. The economically important margin is therefore task redesign and uneven adoption across firm sizes, not yet aggregate job destruction visible…

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Longer reads in Economy & Labor

Australia's Jobs Shock Meets a Rate-Hike Tape
News Oct 15 STATE

Australia's Jobs Shock Meets a Rate-Hike Tape

Australia's seasonally adjusted unemployment rate reached 4.7 percent in September as employment fell by 39,300 people, the Australian Bureau of Statistics reported on 15 October. The same follow-the-sun window brought U.S. consumer prices at 3.7 percent year on year, enough to lift Fed hike expectations and pressure regional risk assets before Sydney traders could finish repricing the labour print.

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The End of India's IT Bargain

India's technology-led mobility model faces a structural test: AI weakens the link between headcount and technical output just as student protests demand fairer exams and honest rolls. The majors are reorganising hiring, H-1B volume has collapsed under policy, and government may inherit the transition.

Singapore's Luxury Grand Prix Meets an Environmental Problem Money Cannot Fix
News Oct 9 STATE

Singapore's Luxury Grand Prix Meets an Environmental Problem Money Cannot Fix

The Formula 1 Singapore Grand Prix opens October 9–11 as the year's densest concentration of ultra-wealth hospitality—Marina Bay Sands is charging S$100,000 for a five-night Scuderia Ferrari package for two, and the official promoter reports most premium tiers sold out online—while transboundary smoke has pushed Singapore's Pollutant Standards Index above 180 and forced the FIA to monitor air quality alongside heat and humidity. Organizers insist the race will run; the open question is whether outdoor concerts and corporate after-parties survive the same air the Paddock Club cannot filter.

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Oct 5 STATE

Full Employment Isn't Enough Anymore

America enters the November 3 midterms with 4.2% unemployment, a level economists call full employment, yet the administration is expanding tax-exempt diesel access after prices near $6.50 a gallon, funding Alaska transmission as JD Vance campaigns, and watching long Treasury yields near two-decade highs. The headline economy says stimulus is unnecessary; the political economy says relief is urgent—and the bond market is raising the price of both.

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Madison Avenue's Fall Gallery Walk runs October 3 from East 57th to East 86th Streets, pairing free gallery visits with registered talks and Sotheby's Open House. The route makes the art market unusually visible while preserving the advisory, auction and collector relationships that determine who ultimately buys.

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The Qatar Prix de l'Arc de Triomphe returns to ParisLongchamp on October 3 and 4 with a €5 million purse, 35,000 expected spectators and hospitality tiers ranging from course-edge viewing to private enclosures. The weekend exposes the capital, labor and access system behind elite thoroughbred racing.

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