For every one-point increase in an occupation's exposure to AI, men's employment grew 6.3%. Women's grew 0.2%. That's the finding from Pew's Nicole Smith, who compared employment before and after generative AI became widely available, and the divide was concentrated among workers without bachelor's degrees. Among college graduates, neither group's employment changed significantly with greater exposure.
Women without degrees often work as receptionists, secretaries and customer-service representatives, where AI can handle more tasks. Their male counterparts are more concentrated in trucking and construction, so the gains Pew found for men without degrees in highly exposed occupations apply to a relatively small share of them. The study doesn't establish that AI caused the employment changes, but it identifies an education divide that wasn't there in the pre-AI data.
A separate look at hiring shows another divide. LinkedIn data NBC News reported in August found that women accounted for a quarter of new hires in AI roles last year and half of new hires in non-AI jobs. AI roles were growing faster and paying more. Maria Flynn, CEO of Jobs for the Future, warned that women missing those opportunities could also miss the experience and advancement that position people for leadership later.
Flynn's organization also co-produced the Gallup job-quality study Axios's Emily Peck summarizes today. Only 41 percent of workers meet Gallup's standards for a quality job, the same share as last year. Those standards include fair pay and benefits, a safe and respectful workplace, and a predictable schedule. Older workers and those with advanced degrees are more likely to have one. The twist Peck flags is that AI use is more common in those better jobs, whose occupants are also worried about being replaced.
The Atlantic turns to men outside the workforce altogether. Keith Humphreys and Brent Orrell write that about one in 10 prime-age men are economically inactive, even as mining, logging, construction and manufacturing have roughly 800,000 openings. They argue that reconnecting these men to work requires addressing addiction and work readiness alongside wages and benefits. Among their recommendations is one aimed at schools: restoring attendance and homework expectations they say slipped during the pandemic.
New York is trying to widen access to the AI jobs themselves. Fortune reports that the city and state are investing $10 million in an AI Jobs Institute in Long Island City, run by the nonprofit Pursuit, with a goal of training up to 40,000 New Yorkers by 2032. Former Education Secretary Miguel Cardona will chair its national advisory council. Pursuit recruits through public housing, libraries and community groups, and says it wants lower-income residents at the front of the line this time. Fortune's Catherina Gioino notes that the announcement sets no placement or wage targets. Hochul's FutureWorks Commission, which is charged with job quality and the safety net alongside training, owes its proposals by the end of December.
— Thomas
K-12 Education
In D.C. Schools, How the Science of Reading Offers a Blueprint for Math - The 74 - October 22, 2026
Why This Under-the-Radar Piece of Literacy Reform Is One of the Most Important - Education Week (subscription model) - October 22, 2026
Opinion: Declining Enrollment Can Be a Crisis — or an Opportunity. 4 Districts Show How - The 74 - October 22, 2026
"Leadership is What Matters Most in a School" - Education Next - October 22, 2026
'Just Stick to Romeo and Juliet': How to Miss the Point About Teaching (Opinion) - Education Week (subscription model) - October 22, 2026
Sold a story: The forgotten experiment - The Hechinger Report - October 22, 2026
Reigniting the joy in reading - The Christian Science Monitor - October 22, 2026
'Top-Down Decisions' Are Out. See What This School District Leader Does - Education Week (subscription model) - October 22, 2026
How One State Is Fixing Bureaucratic Hurdles for English Learners - Education Week (subscription model) - October 22, 2026
Higher Education
College Students Can't Understand Dickens. Is That a Bad Thing? - The Chronicle of Higher Education (subscription model) - October 22, 2026
Should We Shut Down Business Schools? - The New York Times (subscription model) - October 22, 2026
A new national student success effort - Community College Daily - October 22, 2026
Computer Science Is Bleeding Students. It's Not the First Time. - The Chronicle of Higher Education (subscription model) - October 22, 2026
UMaine faculty senate wants more say in upcoming budget amid shortfall - Bangor Daily News - October 22, 2026
TCU chancellor resigns after less than two years at helm - Fort Worth Report - October 22, 2026
How Low Will Harvard's Acceptance Rate Go? Get Ready to Bet on It. - The Chronicle of Higher Education (subscription model) - October 22, 2026
How Today's AP Courses Are Impacting Admissions - University Business - October 22, 2026
University enrollment drops 2% in Michigan, first drop in three years - Bridge Michigan - October 22, 2026
This Campus Is Financially Stable. Why Is It Cutting $250 Million? - The Chronicle of Higher Education (subscription model) - October 22, 2026
Why CEOs Go Back to School After Making It to the Top - The Wall Street Journal (subscription model) - October 22, 2026
Cultivating Data-Driven Policies That Turn Credentials into Meaningful Careers - Higher Education Digest - October 16, 2026
Federal Policy & Politics
Opinion | Government Money, Secular Strings - The Wall Street Journal (subscription model) - October 22, 2026
Education Department gives cosmetology accreditor 1 year to remedy concerns - Higher Ed Dive - October 22, 2026
Students Turn to Private Lenders After Trump's Clampdown on Federal Loans - The Wall Street Journal (subscription model) - October 22, 2026
2026 Elections
In Iowa, a Democratic Star Faces an Uphill Battle on Schools - The 74 - October 22, 2026
Four key November races could push Texas education board further right - Texas Tribune - October 22, 2026
How Young Voters Are Feeling - The New York Times (subscription model) - October 22, 2026
Early Learning & Child Care
Children who attend TK do better on math, reading in 3rd grade, study shows - EdSource - October 22, 2026
Women, Work and Caregiving Through the Arc of Family Life - Pew Research Center - October 22, 2026
Texas' child care quality control measures played a role in enrollment cuts this fall - Texas Tribune - October 22, 2026
Teaching Feelings at Age 4 Pays Off at 21, 20-Year Study Shows - Education Week (subscription model) - October 22, 2026
Preschool, transitional kindergarten deliver big: 11 months ahead in reading, 8 in math - Los Angeles Times - October 21, 2026
State & Local News
California: State test scores: Fresno Unified reaches milestone, Golden Plains makes big jump in math - EdSource - October 22, 2026
California: Sacramento City Unified says it mistakenly reported $1.8M in arts funds as unspent - The Sacramento Bee (subscription model) - October 22, 2026
Connecticut: CT Education Dept. hires special ed attorney to improve complaint process - CT Mirror - October 22, 2026
Illinois: Chicago Board of Education adopts new union contract for lunchroom workers - Chalkbeat Chicago - October 22, 2026
Missouri: Missouri Education Chief Resigns Amid Controversy Over A-F Ratings for Public Schools - The 74 - October 22, 2026
Missouri: Parents ask state to investigate De Soto school district for special ed violations - St. Louis Post-Dispatch - October 22, 2026
New Jersey: Can New Jersey enrollment data prove unconstitutional school segregation? Attorneys debate in court. - Chalkbeat Newark - October 22, 2026
New York: Read Buffalo Schools' closure resolution to be voted on by School Board, plus district's FAQ - The Buffalo News (subscription model) - October 22, 2026
NYC: A proposal to close a Harlem high school could signal wider wave of enrollment-related closures - Chalkbeat New York - October 22, 2026
Oklahoma: Oklahoma State Department of Education requests $4.4 billion budget - Oklahoma Voice - October 22, 2026
Oregon: Portland Public Schools: 100 jobs cut regardless of school closure decision - KATU - October 22, 2026
Pennsylvania: Philadelphia to revamp social studies curriculum amid congressional antisemitism probe - Chalkbeat Philadelphia - October 22, 2026
Pennsylvania: She fought for a Pennsylvania law to help incarcerated students. She says it's not working. - Chalkbeat Philadelphia - October 22, 2026
Rhode Island: Providence School Board postpones vote on president's removal after six-hour meeting - Rhode Island Current - October 22, 2026
Vermont: National education funding expert takes the helm of the State Board of Education - VTDigger - October 22, 2026
Wyoming: Lawmakers propose $11M fix to restore school sports and activities funding - WyoFile - October 22, 2026
Educator Talent & Staffing
Maryland Officials Announce Dramatic Decrease in Teacher Vacancy Rate - The 74 - October 22, 2026
AI & Technology
The education technology debate is missing students with disabilities - Thomas B. Fordham Institute - October 22, 2026
The Trump official who compared ed-tech to the tobacco industry - Chalkbeat - October 22, 2026
Don't Worry About Professors' Rules, AI Executive Tells Students - The Chronicle of Higher Education (subscription model) - October 22, 2026
Three pillars for digital technology in schools, and everything else left to communities - Thomas B. Fordham Institute - October 22, 2026
Student Health, Safety & Nutrition
Meta Sued in Australia Over Alleged Harm to Children - TIME - October 22, 2026
Workforce & Career Pathways
No city employs more tech workers than New York. Now it's spending $10 million to train 40,000 people for AI jobs - Fortune (subscription model) - October 22, 2026
Men Are Experiencing More Job Growth Than Women in AI-Exposed Occupations - Pew Research Center - October 22, 2026
A majority of Americans have low-quality jobs - Axios - October 22, 2026
Why So Many Men Aren't Working - The Atlantic (subscription model) - October 22, 2026
Job Outlook for Recent College Graduates - U.S. News & World Report - October 22, 2026
Want to Build Better Pathways After High School? Look to the States - RealClearEducation - October 21, 2026
Job Opportunities

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