Center for AI Safety puts the wage cost of this year's AI-linked US layoffs at $8.5 billion
Center for AI Safety's Wage Loss Dashboard attributes just over 117,000 US job cuts this year to AI, or about $8.5 billion in annual wages. The total is an estimate and the state figures are modeled, so it suits rough sizing.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence55
Just 9% of 400 CEOs call AI agents transformational in KPMG survey
KPMG US found only 9% of 400 large-company CEOs call AI agents transformational, though about four in 10 report significant gains. Nine in 10 expect to add headcount over three years. KPMG's Tim Walsh says the unfinished work is in processes and data.
Reality
- Evidence50
- Adoption40
- Hype gap+10
- Incentives50
- Confidence60
Deloitte's poll of 66 UK finance chiefs found 52% expect AI to cut headcount within a year, but only a third expect it to lift margins. The 19-point gap rests on a sample where the 52% itself is soft by about 12 points.
Perspective Coverage
3 publishers
- Builder
- Builder 7%
- Operator
- Operator 37%
- Investor
- Investor 56%
Reality
- Evidence40
- Adoption25
- Hype gap+30
- Incentives
- Not scored
- Confidence60
Tim Sweeney expects nearly all Epic work to reach 3x January 2026 efficiency within a year
Epic Games is reassigning developers to retool around AI, with Tim Sweeney saying on X the aim is more output from the same staff. At the 3x efficiency he forecasts within a year, today's output would need a third of the staff, so Epic's headcount then is the test.
Reality
- Evidence22
- Adoption10
- Hype gap+55
- Incentives70
- Confidence40
Senior roles take 71% of the rebound in US software job postings
Senior roles drove 71% of the rise in US software job postings in the year to May 2026, Indeed Hiring Lab data show. Postings are still 27.5% below pre-pandemic levels, and the new openings favor experienced people who can check AI-written code over juniors.
Reality
- Evidence58
- Adoption55
- Hype gap+15
- Incentives40
- Confidence55
Almost half of US employees surveyed by Visier said they have exaggerated how much they use AI or how expert they are with it. Visier links it to mandates and peer comparison, so leaders who gauge adoption from staff reports are partly counting a performance.
Reality
- Evidence55
- Adoption50
- Hype gap+15
- Incentives55
- Confidence60
Amazon has cut fewer than 1,000 more corporate roles, mostly in its Stores division, after removing about 30,000 in two earlier rounds. The smaller, unit-level round suggests cutting is now a standing part of how Amazon runs its corporate staff, with a cost that falls on planning as well as payroll.
Perspective Coverage
6 publishers
- Builder
- Builder 10%
- Operator
- Operator 41%
- Investor
- Investor 49%
Reality
- Evidence68
- Adoption
- Not scored
- Hype gap+10
- Incentives50
- Confidence70
JPMorganChase topped Evident AI's bank ranking for a fourth straight year, and Evident says its lead over banks outside the top ten is widening. The firm credits platform architecture the smaller banks have yet to build.
Reality
- Evidence50
- Adoption40
- Hype gap+30
- Incentives50
- Confidence55
TIAA survey finds 51% of Gen Z see AI as a threat to their retirement saving
TIAA's survey finds 51% of Gen Z believe AI threatens their ability to save for retirement, 11 points above the national average. Most of that fear is about pay, and sponsors cannot yet see whether it lifts contributions or goes into rainy-day funds.
Reality
- Evidence38
- Adoption
- Not scored
- Hype gap+12
- Incentives55
- Confidence45
McKinsey Global Institute's base case has about 11 million US workers leaving their occupations by 2035 because of AI and automation. The cost of that shift will be paid in training and relocation, since most of the growing jobs require a credential and cannot be done remotely.
Perspective Coverage
3 publishers
- Builder
- Builder 10%
- Operator
- Operator 62%
- Investor
- Investor 28%
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence60
Construction payrolls grow 2.4 times as fast as business services over the past year
Construction added 109,000 jobs in a year, growing 2.4 times as fast as professional and business services in BLS payrolls released October 2. Wolf Richter credits data centers, factories and power plants, so hiring is following capital spending into physical projects.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+22
- Incentives
- Not scored
- Confidence56
LHH's data on 418,000 laid-off workers argues for redeploying staff before cutting them
LHH says 57.68% of the laid-off workers it supported moved into new roles or careers in 2025, while 87% of HR leaders report recent or planned cuts. The case for redeploying staff first holds best on timing and worst where cuts are meant to free salary for AI.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+20
- Incentives70
- Confidence45
Workers see AI as far more likely to take colleagues' jobs than their own
Irrational Labs found 67% of surveyed workers expect AI to take peers' jobs within a year, but only 15% expect to lose their own. For managers, widespread worry about AI says little about whether any one employee sees a reason to prepare.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+15
- Incentives40
- Confidence40
Firms that adopt AI are adding senior staff while their junior ranks shrink
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.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence35
May's spike puts 2026 US tech layoffs 16.8% ahead of last year's pace
US tech layoffs hit 94,046 through August, up 16.8% on 2025, with May's 31,513 cuts accounting for more than twice that increase. Big employers set the monthly count, so the summer's 16.2% decline tracks their announcement calendars.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives30
- Confidence55
Gartner traces four-fifths of first-half AI layoffs to firms funding their own AI build-out
Of the 21% of first-half 2025 layoffs Gartner could link to AI at all, 17 points were legacy units cut to pay for AI engineers, salespeople and data center staff. Cuts from AI productivity gains stayed near 1%.
Publishers:cfobrew.com
Reality
- Evidence45
- Adoption30
- Hype gap+35
- Incentives55
- Confidence48
buildConfirmed2 publishers Pew asked more than 42,000 people what AI will do to employment, and the median answer was fewer jobs. TechSpot's reading of the tables puts the most AI-aware respondents among the most worried, and a Mercer survey puts executives at 99%.
Reality
- Evidence68
- Adoption32
- Hype gap+16
- Incentives44
- Confidence66
Flat hiring for a second year turns the low-hire market into a planning assumption
US hiring has run near its weakest level since the Great Recession for two straight years, and an Indeed Hiring Lab economist now calls that the new normal.
Reality
- Evidence52
- Adoption
- Not scored
- Hype gap+8
- Incentives58
- Confidence48
Advisor hiring intentions outrun AI adoption in Cerulli's $1.2 trillion survey
Cerulli surveyed firms holding a combined $1.2 trillion and found 73% of RIAs making junior advisors a top hiring priority for the next two years. Only 12% of those firms qualify as leaders on its own AI adoption framework.
Reality
- Evidence52
- Adoption34
- Hype gap+32
- Incentives68
- Confidence45
An unchanged 40-hour week would cost 44 hours of pay under the 32-hour bill
Sanders and Takano's reintroduced bill would drop the federal overtime threshold to 32 hours over four years and bar any cut to weekly pay, a cost that lands on payrolls whether or not an employer ever deploys AI.
Reality
- Evidence58
- Adoption12
- Hype gap+30
- Incentives68
- Confidence55