#job-trends
#job-trends

AI drove 25% of job cuts in March

Job cuts rose 25% in March, with AI contributing to a quarter of these layoffs, particularly in the tech sector.

Careers

5 Jobs That Are More Likely To See Layoffs And 5 Jobs That Aren't

AI drove 25% of job cuts in March

Job cuts rose 25% in March, with AI contributing to a quarter of these layoffs, particularly in the tech sector.

Careers

5 Jobs That Are More Likely To See Layoffs And 5 Jobs That Aren't

AI is changing how people look for jobs, forcing recruiters to keep up

AI is transforming SEO and recruitment strategies, requiring adaptation to new search behaviors and tools.

Philosophy

The Leadership Skill That's Quietly Fading in the Age of AI

AI-driven efficiency risks diminishing deep thinking, leading to a loss of original understanding and nuanced insight among leaders.

AI adoption isn't the hard part, it's building employee agency | Fortune

AI empowers non-coders to execute ideas, requiring companies to foster safe, effective environments for employee agency and innovation.

The career ladder is fading as AI reshapes work, LinkedIn exec says

AI is reshaping careers, leading to nonlinear paths where workers have more control over their career trajectories.

fromInc

5 Skills LinkedIn Says Will AI-Proof Your Career in 2026

Workers can harness five key characteristics to stay ahead in the age of AI.

1 in 7 Americans ready for an AI boss, but won't trust it

15 percent of Americans are open to working for an AI boss, but skepticism about AI's role remains prevalent.

Marketing tech

fromHR Brew

AI is changing how people look for jobs, forcing recruiters to keep up

AI is transforming SEO and recruitment strategies, requiring adaptation to new search behaviors and tools.

Philosophy

The Leadership Skill That's Quietly Fading in the Age of AI

AI-driven efficiency risks diminishing deep thinking, leading to a loss of original understanding and nuanced insight among leaders.

AI adoption isn't the hard part, it's building employee agency | Fortune

AI empowers non-coders to execute ideas, requiring companies to foster safe, effective environments for employee agency and innovation.

The career ladder is fading as AI reshapes work, LinkedIn exec says

AI is reshaping careers, leading to nonlinear paths where workers have more control over their career trajectories.

fromInc

5 Skills LinkedIn Says Will AI-Proof Your Career in 2026

Workers can harness five key characteristics to stay ahead in the age of AI.

1 in 7 Americans ready for an AI boss, but won't trust it

15 percent of Americans are open to working for an AI boss, but skepticism about AI's role remains prevalent.

more#ai

#ai-integration

5 hours ago

Tech industry

Goodbye, middle managers. Hello, 'player-coaches' and 'org leads.'

One company's 'AI salary bump' is designed to end vague productivity mandates for good | Fortune

Omnisend incentivizes AI usage with salary increases for employees demonstrating effective AI integration in their workflows.

5 hours ago

Goodbye, middle managers. Hello, 'player-coaches' and 'org leads.'

Meta and Block are redefining managerial roles to embrace AI, with Meta introducing 'org leads' and Block using 'player-coaches'.

One company's 'AI salary bump' is designed to end vague productivity mandates for good | Fortune

Omnisend incentivizes AI usage with salary increases for employees demonstrating effective AI integration in their workflows.

Young People Are Falling Behind, but Not Because of AI

The rise in unemployment for recent graduates is not primarily due to AI, despite perceptions.

Job Seekers Are Getting Ghosted in Record Numbers. One Person Got a Rejection Letter 11 Months After Applying.

Job seekers face increased ghosting, with 53% affected, largely due to AI-driven application processes overwhelming recruiters.

How AI and 'experience creep' are making it harder for new graduates to find jobs | Fortune

The job market for recent college graduates has worsened, with increased unemployment and higher experience requirements from employers.

'Low Hire, Low Fire': New Graduates Are Facing the Toughest Job Market Since the Pandemic - And It's Not Why You Think

Recent college graduates face the toughest labor market since the pandemic, with rising unemployment and fewer job opportunities.

Careers

Hiring just hit a level not seen since the economy was 'closed down literally' during COVID, top economist says | Fortune

4 years after the 'Great Resignation,' workers do a 180 on whether it's a 'good time' to find a job | Fortune

Americans' job market outlook has worsened, with only 28% believing it's a good time to find quality jobs, reflecting a hiring drought.

fromThe Atlantic

Young People Are Falling Behind, but Not Because of AI

The rise in unemployment for recent graduates is not primarily due to AI, despite perceptions.

Job Seekers Are Getting Ghosted in Record Numbers. One Person Got a Rejection Letter 11 Months After Applying.

Job seekers face increased ghosting, with 53% affected, largely due to AI-driven application processes overwhelming recruiters.

How AI and 'experience creep' are making it harder for new graduates to find jobs | Fortune

The job market for recent college graduates has worsened, with increased unemployment and higher experience requirements from employers.

'Low Hire, Low Fire': New Graduates Are Facing the Toughest Job Market Since the Pandemic - And It's Not Why You Think

Recent college graduates face the toughest labor market since the pandemic, with rising unemployment and fewer job opportunities.

Careers

Hiring just hit a level not seen since the economy was 'closed down literally' during COVID, top economist says | Fortune

4 years after the 'Great Resignation,' workers do a 180 on whether it's a 'good time' to find a job | Fortune

Americans' job market outlook has worsened, with only 28% believing it's a good time to find quality jobs, reflecting a hiring drought.

Remote teams

Why employees are giving up remote work and moving back to urban centers

Remote teams

Why employees are giving up remote work and moving back to urban centers

Remote teams

Why employees are giving up remote work and moving back to urban centers

Careers

10 Work-from-Home Jobs That Don't Keep You on the Phone All Day

Remote Work Shift: Navigating The Rise In Return To Office Policies

Companies are mandating return-to-office policies despite evidence of remote work productivity.

14 Work From Home Jobs That Pay At Least $45 an Hour

High-paying remote jobs include special effects artists, management analysts, computer programmers, financial analysts, and statisticians, averaging over $45 an hour.

Why employees are giving up remote work and moving back to urban centers

The pandemic-induced migration of workers from cities has reversed, with many returning due to tightening return-to-office mandates and evolving labor markets.

Why employees are giving up remote work and moving back to urban centers

The pandemic-induced migration from cities has reversed, with workers returning to urban centers due to tightening return-to-office mandates and evolving labor markets.

Why employees are giving up remote work and moving back to urban centers

The pandemic-induced migration from cities has reversed, with workers returning to urban areas due to tightening return-to-office mandates and job availability.

10 Work-from-Home Jobs That Don't Keep You on the Phone All Day

Working from home offers flexibility and opportunities for various remote jobs that do not require constant phone communication.

Remote Work Shift: Navigating The Rise In Return To Office Policies

Companies are mandating return-to-office policies despite evidence of remote work productivity.

14 Work From Home Jobs That Pay At Least $45 an Hour

High-paying remote jobs include special effects artists, management analysts, computer programmers, financial analysts, and statisticians, averaging over $45 an hour.

Ex-Microsoft engineer blames Azure problems on talent exodus

Microsoft 365 GCC High was dismissed by federal evaluators due to foundational issues in Azure's infrastructure and rushed market entry.

fromwww.housingwire.com

fromInside Higher Ed | Higher Education News, Events and Jobs

So far, 2026 job growth is better than 2025

Total nonfarm payroll employment increased by 178,000 in March, with job gains in health care, construction, and transportation.

Media industry

What's the Endgame of Increased Productivity?

AI technology offers limited utility for knowledge workers despite some helpful applications.

AI isn't just reshaping productivity and threatening to kill jobs. It's changing how we lead, communicate, and treat each other. It's also creating a new gender gap

Generative AI is reshaping communication, trust, and cultural interactions beyond productivity and efficiency concerns.

fromMedium

Ben Armstrong of MIT on the Future of Work and Adapting to Technological Change

Generative AI tools require human involvement for accuracy and relevance, similar to the early internet's need for effective user engagement.

What will the robot jobs apocalypse look like? Ask Amazon warehouse workers

Generative AI and automation are significantly transforming job landscapes, particularly in Amazon warehouses, potentially replacing hundreds of thousands of jobs with robots.

Women in technology

AI isn't just reshaping productivity and threatening to kill jobs. It's changing how we lead, communicate, and treat each other. It's also creating a new gender gap

Generative AI is reshaping communication, trust, and cultural interactions beyond productivity and efficiency concerns.

fromMedium

Ben Armstrong of MIT on the Future of Work and Adapting to Technological Change

Generative AI tools require human involvement for accuracy and relevance, similar to the early internet's need for effective user engagement.

What will the robot jobs apocalypse look like? Ask Amazon warehouse workers

Generative AI and automation are significantly transforming job landscapes, particularly in Amazon warehouses, potentially replacing hundreds of thousands of jobs with robots.

Bay Area saw job gains in January, new report shows

The Bay Area added 15,000 jobs in January, contributing significantly to California's overall job growth.

#oracle

fromBoston.com

Boston

Oracle layoffs begin globally; impact on Mass. workforce unclear

Silicon Valley

fromSFGATE

Tech giant reportedly slashes thousands of jobs, doubles down on AI

Oracle is laying off thousands of employees while investing heavily in artificial intelligence and expanding its data centers.

Recently laid-off Oracle worker says AI is coming for jobs

Oracle laid off thousands of employees, attributing job losses to AI integration in large enterprises.

fromTechRepublic

Oracle Slashes Thousands of Jobs While Doubling Down on AI Expansion

Oracle is cutting thousands of jobs to address investor concerns over its AI data center spending and overextension in the market.

fromCalifornia Post

Oracle axes thousands of jobs in massive layoff - notifying fired employees with 6 a.m. email

Oracle laid off thousands of employees via email, citing organizational changes and business needs, causing widespread fear and frustration among remaining staff.

Big Tech is still laying people off via mass email

Oracle has begun laying off thousands of employees, notifying them via mass email without personal communication from leadership.

fromBoston.com

Boston

Oracle layoffs begin globally; impact on Mass. workforce unclear

Silicon Valley

fromSFGATE

Tech giant reportedly slashes thousands of jobs, doubles down on AI

Oracle is laying off thousands of employees while investing heavily in artificial intelligence and expanding its data centers.

Recently laid-off Oracle worker says AI is coming for jobs

Oracle laid off thousands of employees, attributing job losses to AI integration in large enterprises.

fromTechRepublic

Oracle Slashes Thousands of Jobs While Doubling Down on AI Expansion

Oracle is cutting thousands of jobs to address investor concerns over its AI data center spending and overextension in the market.

fromCalifornia Post

Oracle axes thousands of jobs in massive layoff - notifying fired employees with 6 a.m. email

Oracle laid off thousands of employees via email, citing organizational changes and business needs, causing widespread fear and frustration among remaining staff.

Big Tech is still laying people off via mass email

Oracle has begun laying off thousands of employees, notifying them via mass email without personal communication from leadership.

The jobs report looks good 'for the wrong reasons,' top economist warns: It's hiding how many Americans are giving up | Fortune

The U.S. economy added 178,000 jobs in March, with the unemployment rate decreasing to 4.3%, but concerns about labor force participation persist.

fromSlate Magazine

17 hours ago

The Economy Is in Even Rougher Shape Than It Looks

The U.S. economy shows mixed signals with better-than-expected job growth but concerning trends in wage growth and unemployment disparities.

America has a workforce crisis. The solution is already here - and it's being wasted | Fortune

The U.S. economy faces a structural workforce crisis due to declining birth rates, negative net migration, and underutilization of skilled immigrants.

US Elections

The jobs report looks good 'for the wrong reasons,' top economist warns: It's hiding how many Americans are giving up | Fortune

The U.S. economy added 178,000 jobs in March, with the unemployment rate decreasing to 4.3%, but concerns about labor force participation persist.

fromSlate Magazine

17 hours ago

The Economy Is in Even Rougher Shape Than It Looks

The U.S. economy shows mixed signals with better-than-expected job growth but concerning trends in wage growth and unemployment disparities.

America has a workforce crisis. The solution is already here - and it's being wasted | Fortune

The U.S. economy faces a structural workforce crisis due to declining birth rates, negative net migration, and underutilization of skilled immigrants.

more#us-economy

Public health

Online Community Development

Young people more likely to leave for health reasons when in low-paid, insecure jobs'

Young people in the UK are leaving jobs for health reasons, particularly in insecure, low-paid sectors like hospitality and retail.

Human connection is an urgent business investment in the AI era

Digital convenience has led to increased loneliness and anxiety, highlighting the need for human connection in both personal and professional realms.

SF politics

fromWIRED

A Year After DOGE Cuts, GSA Now Plans to Hire Hundreds of Employees

GSA is hiring approximately 400 positions in response to workforce needs after significant cuts from DOGE.

Education

The jobs AI can't do and the young adults doing them

Cale Mouser, a 23-year-old diesel engine expert, earns over six figures and teaches others in a field once seen as a fallback.

Marketing

Here's How To Be Irreplaceable When AI Can Displace PR

A strong personal brand is essential for PR professionals to remain irreplaceable in the face of AI disruption.

Psychology

fromPsychology Today

fromJeff Zych's Internet Nook

A Note to Generation Z as You Prepare to Graduate

Soft skills are learnable, and building on strengths accelerates growth.

UX design

Take my job, AI! by Jeff Zych

Embracing AI in product design reflects disillusionment with the current role and a desire for change in the profession.

#job-growth

fromAxios

Careers

Call it America's yo-yo job market

fromwww.aljazeera.com

21 hours ago

US unemployment rate drops despite economic uncertainty and Iran war

Job growth in March exceeded expectations, with significant gains in healthcare and construction sectors despite economic uncertainties.

fromAxios

Careers

Call it America's yo-yo job market

fromwww.aljazeera.com

21 hours ago

US unemployment rate drops despite economic uncertainty and Iran war

Job growth in March exceeded expectations, with significant gains in healthcare and construction sectors despite economic uncertainties.

more#job-growth

fromThe Atlantic

Is AI Going to Turn Us All Into Middle Managers?

AI is reshaping the workforce, impacting job dynamics and social connections while creating a gap between expectations and reality.

With gas prices spiking, you now have a new reason to ask your boss to work from home

Gas prices have surged over $4 a gallon due to the US-Israel war with Iran and the closure of the Strait of Hormuz.

With gas prices spiking, you now have a new reason to ask your boss to work from home

Gas prices have surged over $4 a gallon due to the US-Israel war with Iran and the closure of the Strait of Hormuz.

fromMoneywise

With gas prices spiking, you now have a new reason to ask your boss to work from home

Gas prices have surged over $4 a gallon due to the US-Israel war with Iran and the closure of the Strait of Hormuz.

With gas prices spiking, you now have a new reason to ask your boss to work from home

Gas prices have surged over $4 a gallon due to the US-Israel war with Iran and the closure of the Strait of Hormuz.

more#gas-prices

Software job openings surge this year, defying AI fears

Tech job openings have rebounded sharply in 2026, contradicting the narrative that AI is eliminating engineering roles.

A Growing Number of College Students Are Switching Majors - Here's What's Behind It

One in six college students changed their major due to AI's perceived impact on the job market, with many considering a switch.

New MIT jobs report: Why AI's work impact will roll in like a rising tide, not a crashing wave

AI's impact on jobs may take longer than expected, allowing workers more time to adapt.

21 hours ago

A Growing Number of College Students Are Switching Majors - Here's What's Behind It

One in six college students changed their major due to AI's perceived impact on the job market, with many considering a switch.

New MIT jobs report: Why AI's work impact will roll in like a rising tide, not a crashing wave

AI's impact on jobs may take longer than expected, allowing workers more time to adapt.

more#ai-impact

fromwww.npr.org

The labor market springs back to life in March as employers add 178,000 jobs

Employers added 178,000 jobs last month, much more than forecasters had expected, reversing big job losses in February and indicating a rebound in the labor market.

US Elections

#artificial-intelligence

fromBusiness Matters

Education

The Modern World in the Age of Artificial Intelligence: How to Get Educated Without Missing Future Opportunities

6 hours ago

Artificial intelligence

A Yale economist says AGI won't automate most jobs-because they're not worth the trouble | Fortune

fromHarvard Business Review

For most workplace tasks, AI is good enough to pass but not good enough to impress, MIT finds | Fortune

AI technology is improving but still struggles to meet quality standards in many workplace tasks.

Artificial intelligence

Don't Let AI Destroy the Skills That Make Your Company Competitive

Education

fromBusiness Matters

The Modern World in the Age of Artificial Intelligence: How to Get Educated Without Missing Future Opportunities

Artificial Intelligence is transforming industries and creating new job opportunities, necessitating advanced technical skills for future relevance.

6 hours ago

A Yale economist says AGI won't automate most jobs-because they're not worth the trouble | Fortune

Most human work won't be automated; it's often not important enough to replace.

For most workplace tasks, AI is good enough to pass but not good enough to impress, MIT finds | Fortune

AI technology is improving but still struggles to meet quality standards in many workplace tasks.

fromHarvard Business Review

more#artificial-intelligence

Don't Let AI Destroy the Skills That Make Your Company Competitive

AI can enhance performance but risks undermining an organization's unique identity and adaptability.

Public health

fromAbc

Australia has not yet reached 'tipping point' for WFH directive, says expert

The fuel crisis is prompting calls for support staff exemptions and increased work-from-home options amid rising petrol prices and potential rationing.

#ai-adoption

9 reasons AI isn't going to take your job (yet) | Fortune

Employers should approach AI adoption cautiously, as predictions about its impact on employment and capabilities have often been inaccurate.

The AI doomsday everyone's worried about is the wrong one | Fortune

Companies are focusing on AI technology while neglecting workforce preparation, creating bottlenecks in productivity.

fromComputerworld

Artificial intelligence

Workers, bosses, disagree on whether AI will create jobs

9 reasons AI isn't going to take your job (yet) | Fortune

Employers should approach AI adoption cautiously, as predictions about its impact on employment and capabilities have often been inaccurate.

The AI doomsday everyone's worried about is the wrong one | Fortune

Companies are focusing on AI technology while neglecting workforce preparation, creating bottlenecks in productivity.

fromComputerworld

Artificial intelligence

Workers, bosses, disagree on whether AI will create jobs

Jobless claims fall 9,000 as overall layoffs remain low across the economy | Fortune

U.S. unemployment benefit applications decreased to 202,000, indicating a stable job market despite recent layoffs and rising energy costs from the Iran war.

FTC reports a surge in $220M job fraud - here's how to vet listings, according to recruiters

Job scams are on the rise, exploiting vulnerable job seekers with vague offers and promises of high pay for little work.

3 red flags that job posting is a scam - and how to verify safely

Job scams are on the rise, exploiting vulnerable job seekers with vague offers and promises of high pay for little work.

3 hours ago

FTC reports a surge in $220M job fraud - here's how to vet listings, according to recruiters

Job scams are on the rise, exploiting vulnerable job seekers with vague offers and promises of high pay for little work.

3 red flags that job posting is a scam - and how to verify safely

Job scams are on the rise, exploiting vulnerable job seekers with vague offers and promises of high pay for little work.

I don't know if my job will still exist in ten years

AI advancement threatens to fundamentally transform software engineering within the next decade, potentially automating away most programming roles while senior engineers may transition to supervising AI agents.

fromSilicon Canals

Gig workers in 50+ countries are filming themselves doing chores to train humanoid robots for $15 an hour - Silicon Canals

A new gig economy is emerging where workers film household tasks to train humanoid robots, highlighting economic disparities in compensation versus value extracted.

fromBoston.com

Vermont labor board orders state to end return-to-office requirement for employees

The Vermont Labor Relations Board has ordered that Gov. Phil Scott's administration 'rescind' a controversial requirement that state employees return to their physical offices three days per week. The board stated that the state has 'refused to bargain in good faith and interfered with employees' exercise of rights' in requiring in-person work.

Remote teams

fromAxios

Office vacancies hit record high

Companies are reducing office space needs due to a shift towards remote and hybrid work models post-pandemic.

Software development

4 weeks ago

The agent boom is splitting the workforce in two

2026 is emerging as the year of AI agents, with tools like Claude Code and OpenClaw gaining momentum, though accessibility remains limited to those with technical knowledge despite no-code solutions.

How to Re-Enter the Workforce After a Career Break

You have more to offer than you think; focus on your strengths and take action in your job search.

I was a laid-off software engineer who pivoted into blue-collar work because of AI. One year in, I couldn't be happier.

Tabby Toney transitioned from software engineering to welding after being laid off, finding job security and satisfaction in her new career.

fromDear Media

How to Re-Enter the Workforce After a Career Break

You have more to offer than you think; focus on your strengths and take action in your job search.

I was a laid-off software engineer who pivoted into blue-collar work because of AI. One year in, I couldn't be happier.

Tabby Toney transitioned from software engineering to welding after being laid off, finding job security and satisfaction in her new career.

Why the best employees often carry the heaviest burden

The capability curse leads to increased expectations and reliance on capable individuals, often resulting in a heavier burden for them over time.

fromnews.bitcoin.com

The Future of Work: Human API Enables Real-Time Collaboration Between Humans and AI

Human API launches a mobile app enabling global contributors to earn income by providing speech data for AI tasks.

fromMedium

What Will AI Coworkers Look Like for the Rest of 2026?

AI coworkers are now integral to workflows, executing tasks and returning results, transforming how teams operate by 2026.

fromAbc

How to approach your employer about working from home and flexible work

Improving access to flexible work arrangements, including working from home, is essential for employees facing rising living costs.

fromBusiness Matters

How to Recruit UK Talent without a Local Entity

Hiring international employees in the UK is possible without a local entity through various strategies like independent contracting or using an Employer of Record.

fromTechCrunch

15% of Americans say they'd be willing to work for an AI boss | TechCrunch

15% of Americans would consider having an AI as their direct supervisor, reflecting a growing acceptance of AI in management roles.

fromBlackpressusa

2 weeks ago

OP-ED: The Future of Work

Automation will displace 85 million jobs by 2030 but create 97 million new roles, requiring workforce preparation in digital skills, AI, emotional intelligence, and adaptability.

US news

Desperate job seekers are abandoning the idea of a 'dream job'-but an economist warns bosses about what could happen next | Fortune

Many new hires accept pay cuts and avoid negotiating offers, prioritizing employment stability as higher-paying opportunities and benefits become scarce.

Privacy technologies

fromZacks

Pardon Our Interruption

Enable cookies and JavaScript, disable or adjust blocking browser plugins, avoid excessively rapid navigation, then reload the page to regain access after bot detection.

#ai-displacement

fromNature

Why AI hasn't caused a job apocalypse - so far

AI technologies are expected to significantly displace workers, potentially leading to widespread layoffs and labor market upheaval.

Artificial intelligence

The rise of AI is making the future of work look bleak but it could be an opportunity

AI expansion fuels widespread job-displacement fears amid economic strain and declining worker power, leaving the future of work unsettled and change still possible.

fromNature

Why AI hasn't caused a job apocalypse - so far

AI technologies are expected to significantly displace workers, potentially leading to widespread layoffs and labor market upheaval.

Artificial intelligence

The rise of AI is making the future of work look bleak but it could be an opportunity

Computer says no. Are AI interviews making it harder to get a job?

AI-driven hiring processes are increasingly rejecting job applicants automatically, with 89% of UK recruiters planning to expand AI use in recruitment, creating barriers for entry-level job seekers.

fromwww.bbc.com

2 weeks ago

'I've applied for 500 jobs in two months since graduating'

Youth unemployment in London reaches 22.5% for ages 16-24, with graduates struggling to secure entry-level positions despite qualifications and extensive job applications.

3 weeks ago

8 Remote Jobs That Pay at Least $75 an Hour (And Are Desperate for Workers)

Multiple remote work positions offer $75+ hourly wages ($156,000+ annually), available in fields like computer engineering, marketing management, and IT systems management with strong job growth.

2 weeks ago

75% of resumes never reach a human: the new rules of job searching in the AI era | Fortune

AI is fundamentally restructuring the labor market by replacing outdated employment models with new AI-powered frameworks following 1.17 million U.S. job cuts in 2025.

fromMail Online

3 weeks ago

The job apocalypse? AI is actually making us work HARDER, survey finds

AI tools are increasing workloads and pressure for UK employees rather than reducing them, with one in four reporting more work and expectations from employers despite faster task completion.

Workers with AI skills may get more jobs-but they lose negotiating power in this key department

Sixty percent of companies seek AI skills but only 55% offer premium compensation, citing budget constraints and reduced job market competition.

What Makes A Liquid Workforce So Attractive Today

Organizations should assign work based on workers' skills and capabilities, adopting a liquid workforce that prioritizes fluid roles over fixed job titles.

fromTechRepublic

5 Subtle Signs Your Job Is Slowly Being Automated

Automation gradually shifts work from creation and judgment to oversight and throughput-focused metrics, altering responsibilities without immediate role elimination.

Worried AI will take your remote job? You're safe for now, this study shows

AI models performed significantly worse than human remote freelancers on diverse, complex work tasks, though AI capabilities continue to improve.