惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Latest news
Latest news
G
GRAHAM CLULEY
P
Privacy International News Feed
Know Your Adversary
Know Your Adversary
N
Netflix TechBlog - Medium
C
CERT Recently Published Vulnerability Notes
O
OpenAI News
T
Tenable Blog
Attack and Defense Labs
Attack and Defense Labs
S
Schneier on Security
The GitHub Blog
The GitHub Blog
M
MIT News - Artificial intelligence
PCI Perspectives
PCI Perspectives
博客园 - 司徒正美
Microsoft Azure Blog
Microsoft Azure Blog
MyScale Blog
MyScale Blog
Martin Fowler
Martin Fowler
S
Secure Thoughts
博客园 - 三生石上(FineUI控件)
小众软件
小众软件
T
The Exploit Database - CXSecurity.com
U
Unit 42
The Register - Security
The Register - Security
Google DeepMind News
Google DeepMind News
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
WordPress大学
WordPress大学
B
Blog
Project Zero
Project Zero
NISL@THU
NISL@THU
Cloudbric
Cloudbric
TaoSecurity Blog
TaoSecurity Blog
C
Cyber Attacks, Cyber Crime and Cyber Security
MongoDB | Blog
MongoDB | Blog
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
Security Archives - TechRepublic
Security Archives - TechRepublic
I
Intezer
L
Lohrmann on Cybersecurity
Webroot Blog
Webroot Blog
P
Proofpoint News Feed
C
Check Point Blog
Schneier on Security
Schneier on Security
D
Darknet – Hacking Tools, Hacker News & Cyber Security
Hugging Face - Blog
Hugging Face - Blog
I
InfoQ
Recent Commits to openclaw:main
Recent Commits to openclaw:main
T
Threatpost
Apple Machine Learning Research
Apple Machine Learning Research
Spread Privacy
Spread Privacy
The Hacker News
The Hacker News

Fortune | FORTUNE

One man can kill Bill Ackman’s $64 billion bid for Universal Music Group—and no one knows what he’ll do | Fortune Poppi’s cofounder pitched her startup on Shark Tank while 9 months pregnant and landed a $400,000 deal—now it's worth $2 billion | Fortune Teen boys are choosing AI girlfriends over real ones for 'maximum control, zero rejection'—experts say it could make them unemployable | Fortune A United American merger is by no means impossible given the president 'loves big deals' | Fortune Reed Hastings’s planned exit from $455 billion Netflix ‘had nothing to do with’ the failed deal for Warner Bros., says Ted Sarandos | Fortune Meet Joe McCann: The high-flying crypto trader held in Tanzania after sudden death of his influencer fiancée Ashly Robinson | Fortune Gen Z is carving a different path in the housing market by doing it alone | Fortune U.S. Catholic leaders criticize Trump for ‘disparaging words’ about the pope as Vatican clash risks alienating Catholic voters | Fortune China has ‘nearly erased’ America’s lead in AI—and the flow of tech experts moving to the U.S. is slowing to a trickle, Stanford report says | Fortune Self-made millionaire behind $5 billion Skims Emma Grede says it all began with a cold call to Kris Jenner: Emma Grede—the self-made millionaire behind the $5 billion Skims empire—says it all began with an audacious cold call to Kris Jenner: ‘The difference between me and someone else is, I made it happen’ | Fortune Americans have never been this gloomy about the economy. Wall Street has never cashed in harder | Fortune ‘The college grading system [is] almost meaningless’: People see the Ivy League as an easy A and with flawed admissions standards | Fortune The CEO of $8.5 billion Japanese car giant Nissan plays the drums in a band and hits the tennis courts to destress from the top job | Fortune New York governor's take on a millionaires tax: fancy pied-à-terre second apartments worth over $5 million | Fortune Pope Leo XIV: A ‘handful of tyrants’ are ravaging earth with war and exploitation | Fortune Trump has no plan to cut the $39 trillion national debt, but he does want to cut childcare. His budget director is scrambling to clarify | Fortune China's economy grows 5% in first quarter, surprising economists to the upside | Fortune Everyone was wondering what Trump wanted more: Warsh smoothly seated at the Fed, or for Powell to pay. We have our answer | Fortune Palantir exec: the biggest mistake retailers are making with AI? Trying to do it all with one agent | Fortune American YouTuber who calls himself a 'troll' sentenced to 6 months in Korean prison for literally dancing on wartime graves | Fortune BBC plans to cut up to 2,000 jobs to save 10% of annual budget | Fortune Canva debuts a new suite of agentic tools, as the design app quietly becomes one of the world’s most used AI services | Fortune Moody's CEO: AI has a trust problem – better models won’t fix it | Fortune Top New York surgeon: Americans have better data for choosing restaurants than surgeons. That has to change | Fortune The Iran war’s fertilizer shock is hammering American farmers, and 70% can’t afford what they need for this year’s growing season | Fortune Education experts to Mamdani: Why are you foisting AI on our kids? | Fortune This CEO pirated video games as a teen and became a hacker for the Air Force. Now he’s built a $3 billion cyber firm | Fortune Teacher, blame thyself: Yale report savages Ivy League schools for destroying American trust in higher education | Fortune Fed chair nominee Kevin Warsh is worth more than $100 million and has stakes in SpaceX and Polymarket | Fortune From wool sneakers to GPUs: Allbirds’ desperate AI pivot and 600% stock surge, explained | Fortune The Sam Altman attack is putting two anti-AI groups under scrutiny—but the story is more complicated | Fortune Elizabeth Warren on her proposal to bring back IRS Direct File: ‘For just one day of bombing Iran, we could pay for 20 years’ | Fortune ‘I am certain’: Harvard policy expert warns the true cost of the Iran war to U.S. taxpayers will exceed $1 trillion | Fortune The CEO of a $24 billion Dutch lender has sandwiches once a week with the staff to hear their views and get them on side with cost cuts | Fortune Why insurance giant Travelers' CTO is placing fewer, bigger bets on AI | Fortune Current price of oil as of April 15, 2026 | Fortune The dirty secret behind Big Tech’s AI arms race: Massive hardware investments that are obsolete in 3 years | Fortune Dow’s CEO handoff elevates an insider and seasoned operator | Fortune Anthropic faces user backlash over reported performance issues with its Claude AI chatbot | Fortune Stock futures sink while oil spikes as the U.S. Navy looks to squeeze Iran's economy and break its grip on the Strait of Hormuz | Fortune A major U.S. gasoline production hub is in such a severe drought that its refineries may be hobbled. 'We are actively praying for a hurricane' | Fortune U.K. won’t take part in Trump’s planned blockade of Hormuz strait | Fortune Hungarian voters oust Viktor Orbán, a close ally of Trump and Putin, despite late campaign push from JD Vance | Fortune Blazing hot IPOs, an AI agent craze, and a new word for ‘token’: Here’s what’s happening in the world of Chinese AI | Fortune Iran’s crumbling economy is the regime’s greatest weakness with prices up 40% since the war began while authorities worry about making payroll | Fortune Here’s how a U.S. naval blockade of the Strait of Hormuz could work. ‘This is a big task, and it’s a big gamble’ | Fortune Intuit was an AI pioneer. Why its stock became a SaaSpocalypse casualty | Fortune Artemis III will practice docking Orion with lunar landers in Earth orbit next year while Musk’s Starship and Bezos’ Blue Moon compete for Artemis IV | Fortune Oil tankers U-turn in Hormuz as U.S.-Iran talks break down Saudi Arabia says East-West pipeline restored to full capacity In 2011, Barack Obama said it was time to ‘pivot’ to Asia. But 15 years later, the U.S. is still at war in the Middle East Trump says U.S. Navy to impose Hormuz blockade after Iran ceasefire talks end with no deal. ‘No one who pays an illegal toll will have safe passage’ This TikTok sensation sold her startup for $2 billion. Now Pepsi is letting ‘Poppi be Poppi’ ‘Almost unmanageable’: Raising a child in the U.S. now costs more than $300,000 As Iran peace talks fail, Trump and Joe Rogan watch a hobbled fighter triumph in a brutal cage match Haiti stares down starvation as Iran War drives 200,000 into acute food emergency status ‘I just keep seeing a lot of different aspects of life getting more expensive’: New car prices are up 30% over 6 years America is not ready for its own longevity crisis — and 2026 is the wake-up call | Fortune JD Vance leaves Pakistan after marathon talks with Iran end without a deal as Tehran refuses U.S. demand not to develop nuclear weapons | Fortune Average price of new cars nears $50,000 as automakers focus on big pickups and SUVs while cheaper sedans get phased out | Fortune Navy tests Hormuz blockade as expert says U.S. military prepares for round 2 and could degrade Iran’s hold over the strait to a ‘manageable level’ | Fortune Pakistan sends military force to Saudi Arabia as part of pact | Fortune Three oil supertankers sail through the Strait of Hormuz | Fortune Trump downplays talks for ceasefire deal with Iran, claiming military victory. 'It doesn’t matter. From the standpoint of America, we win' | Fortune Boeing’s moon rocket faces uncertain future under Trump’s NASA | Fortune Appeals court says national security implications of halting White House ballroom construction must be weighed | Fortune Some of cheapest fuel can be found on Native American reservations as tribes are exempt from state gas taxes | Fortune JD Vance begins talks with Iran in Pakistan while Trump claims U.S. has begun 'clearing out' the Strait of Hormuz | Fortune 'This is the last warning.' Iran threatens U.S. warships after they throw down the gauntlet for winner-take-all Strait of Hormuz | Fortune U.S. Navy ships transit Hormuz ahead of mine-clearing mission | Fortune Over a third of Ireland's fuel stations are empty and truck and tractor drivers are protesting nationwide | Fortune Some communities are enduring unprecedented long waits on federal disaster requests, and Democrat-led states say they're being denied | Fortune These niche AI startups are trying to protect the Pentagon’s secrets | Fortune Former Tesla president reveals the ‘single most important thing’ you can do for your career—it’s a habit Elon Musk and Warren Buffett share too | Fortune Ingersoll Rand CEO: here's how employee ownership helped drive more than 8x enterprise value growth | Fortune The petrodollar faces increased risk, but a petroyuan is ‘far-fetched’ as fears of U.S. losing superpower status are overhyped, strategist says | Fortune Palantir CEO says AI ‘will destroy’ humanities jobs, but there will be ‘more than enough jobs’ for people with vocational training | Fortune Warren Buffett says 'accumulating great amounts of money' doesn’t achieve greatness—He still lives in a $31,500 Nebraska home and clipped coupons | Fortune Starbucks' game plan to roll out AI chatbots at cafes could serve as a 'litmus test' for the industry, analyst says | Fortune Data centers and gas demand make boring pipelines great again | Fortune The 'Tuscan Mom' aesthetic is taking over TikTok as Gen Z glamorize McMansions and reject millennial gray | Fortune Man's best friend may soon live a little longer thanks to a new pill promising to extend your pup's lifespan | Fortune Danantara CIO: Indonesia can anchor the AI and energy economy—if governance keeps pace | Fortune OpenAI’s TBPN deal shows how talent, media, and influence are collapsing into one | Fortune AI promises to free workers from grunt work, but psychologists say those mindless tasks are exactly what our brains need to recover | Fortune The 'affordability economy' has created a housing market nobody predicted: Prices collapsing in the Sun Belt, soaring in the Rust Belt | Fortune 'It’s 13 minutes of things that have to go right': Artemis II splashes down despite faulty heat shield | Fortune Fed seeks details on U.S. banks' exposure to private credit firms | Fortune The Navy confirmed an ‘abundant amount’ of Uncrustables when the Artemis II crew lands. Smucker’s just offered them a lifetime supply | Fortune Meet ‘trendslop,’ the new, AI-fueled scourge of workplace consultants everywhere | Fortune Amazon is still paying Jeff Bezos an $80,000 yearly salary—but $1.6 million for travel and security | Fortune Trump-backed World Liberty Financial crypto tokens reach all-time low on reports of insider loans | Fortune Iran is demanding tankers in the Strait of Hormuz pay tolls in crypto: What we know so far | Fortune First they went after medtech, then Kash Patel. Iranian hackers’ next target is likely ‘low-hanging fruit’ in water, energy, and tourism, experts say | Fortune The AI that found 27-year-old vulnerabilities no human ever caught before just forced an emergency meeting with every major Wall Street CEO | Fortune Inflation goes up by a whopping monthly rate of nearly 1%—and it’s hitting you at the grocery store and gas station | Fortune H&R Block is betting it can be more than a tax company | Fortune The real engine of innovation is trust | Fortune Huntington is powering digital growth—by opening a branch almost every 2 weeks, says CFO | Fortune How the 173-year-old glass-maker behind Edison's light bulb and iPhone screens became a Silicon Valley darling | Fortune
Microsoft researchers have revealed the 40 jobs most exposed to AI—and even teachers make the list | Fortune
Preston Fore · 2026-04-28 · via Fortune | FORTUNE

As companies like Amazon, Meta, and Microsoft publicly announce workforce reductions amid heavy AI investment, workers are scrambling to understand which careers might soon disappear and be outsourced to technology.

A report from Microsoft researchers studying the occupational implications of generative AI offers some clarity.

Translators, historians, and writers are among the roles with the highest AI applicability score, meaning the job’s tasks are most closely aligned with AI’s current abilities, according to the 2025 report that ranked professions. Customer service and sales representatives—which make up about 5 million jobs in the U.S.—will also have to compete with AI. 

Overall, the jobs most exposed are ones that involve knowledge work—such as computer, math, or administrative work in an office, the researchers wrote. Sales jobs are also high on the list, since they often involve sharing and explaining information.

While Microsoft said high applicability doesn’t automatically mean those jobs will necessarily be replaced by AI, the list of roles quickly went viral—with professionals deeming them “most at risk.” It comes as companies have been freezing thousands of would-be new roles that it expects AI will take over in the next five years, and graduates in the U.K. are facing the worst job market since 2018 as employers pause hiring and use AI to cut costs, according to Indeed.

Of course, there are some jobs that are unlikely to be touched by AI: Dredge operators; bridge and lock tenders; and water treatment plant and system operators are among the jobs with virtually no generative AI exposure, thanks in part to their hands-on equipment requirements.

Still, business leaders like Nvidia CEO Jensen Huang have said every job will be touched by AI in some way, and so it’s best to embrace it. 

“Every job will be affected, and immediately. It is unquestionable,” Huang said at the Milken Institute’s Global Conference in 2025. “You’re not going to lose your job to an AI, but you’re going to lose your job to someone who uses AI.”

A degree won’t save you from the AI job revolution

Many of the jobs with high chances of getting upended by AI soon, like political scientists, journalists, and management analysts, are all ones that typically require a four-year degree to land a job. And as the researchers point out, having a degree—which was once considered a surefire path to career advancement—is no longer a safeguard against the changing tides. 

“In terms of education requirements, we find higher AI applicability for occupations requiring a bachelor’s degree than occupations with lower requirements,” wrote the researchers, who studied 200,000 real-world conversations of Copilot users and cross-compared the AI’s performance with occupational data.

On the flip side, there are some career paths with low AI exposure that are growing in demand. The health care sector, in particular, is an area that is experiencing this heavily. The home health and personal care aid industry is expected to create among the greatest number of new jobs over the next decade, according to the U.S. Bureau of Labor.

At the same time, the researchers recognized even their findings don’t capture the full scope of the AI revolution—and there could be further automation caused by more than just generative technology: “Our measurement is purely about LLMs: Other applications of AI could certainly affect occupations involving operating and monitoring machinery, such as truck driving.”

Kiran Tomlinson, a senior Microsoft researcher, told Fortune the study focused on highlighting where AI might change how work is done, not take away or replace jobs.

“Our research shows that AI supports many tasks, particularly those involving research, writing, and communication, but does not indicate it can fully perform any single occupation. As AI adoption accelerates, it’s important that we continue to study and better understand its societal and economic impact,” Tomlinson said.

Gen Z’s big bet on education might not be all glam

After seeing the roller coaster of layoffs across the tech industry over the past few years, many Gen Zers have turned to seemingly steadier fields like education.

The sector was the fastest-growing industry among recent U.K. graduates last year, and it was similarly a top career choice for American graduates. And while the profession can provide further work-life balance and decent benefits, the ability for AI to do the work may cause further headaches. The report singles out farm and home management educators—as well as postsecondary economics, business, and library science teachers—as roles with relatively high AI applicability.

While it’s unlikely that schools will roll out AI teachers en masse, the report’s findings underscore how quickly the technology could reshape the education profession—and many others.

The top 10 least affected occupations by generative AI:

  1. Dredge Operators
  2. Bridge and Lock Tenders
  3. Water Treatment Plant and System Operators
  4. Foundry Mold and Coremakers
  5. Rail-Track Laying and Maintenance Equipment Operators
  6. Pile Driver Operators
  7. Floor Sanders and Finishers
  8. Orderlies
  9. Motorboat Operators
  10. Logging Equipment Operators

The top 40 most affected occupations by generative AI:

  1. Interpreters and Translators
  2. Historians
  3. Passenger Attendants
  4. Sales Representatives of Services
  5. Writers and Authors
  6. Customer Service Representatives
  7. CNC Tool Programmers
  8. Telephone Operators
  9. Ticket Agents and Travel Clerks
  10. Broadcast Announcers and Radio DJs
  11. Brokerage Clerks
  12. Farm and Home Management Educators
  13. Telemarketers
  14. Concierges
  15. Political Scientists
  16. News Analysts, Reporters, Journalists
  17. Mathematicians
  18. Technical Writers
  19. Proofreaders and Copy Markers
  20. Hosts and Hostesses
  21. Editors
  22. Business Teachers, Postsecondary
  23. Public Relations Specialists
  24. Demonstrators and Product Promoters
  25. Advertising Sales Agents
  26. New Accounts Clerks
  27. Statistical Assistants
  28. Counter and Rental Clerks
  29. Data Scientists
  30. Personal Financial Advisors
  31. Archivists
  32. Economics Teachers, Postsecondary
  33. Web Developers
  34. Management Analysts
  35. Geographers
  36. Models
  37. Market Research Analysts
  38. Public Safety Telecommunicators
  39. Switchboard Operators
  40. Library Science Teachers, Postsecondary

A version of this story originally published on Fortune.com on July 31, 2025.

More on artificial intelligence: