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How Work Got Good: Safer, More Interesting, More Intense

Blog Post | Labor & Employment

How Work Got Good: Safer, More Interesting, More Intense

Overall, jobs have become safer, more interesting, and more intense.

Steve Jobs recruited Pepsi’s John Sculley to Apple by asking him if he wanted to spend his life selling sugared water or if he wanted “a chance to change the world.” Sculley took the chance. In all his enterprises, Jobs offered his employees the same. They were on an intense mission, where much was asked of them. The work was hard, and they were expected to care about it and devote themselves to it. But they could grow and be justly rewarded for their contributions. They were expected to question their boss, who would sometimes change his mind based on the questioning.

Some of the rewards were intangible—the “flow” of losing oneself in an important and challenging but doable activity. Other rewards were tangible. When the first Macs were shipped, Jobs took the Mac team to the parking lot, called each by name, and handed him or her a Mac with the signatures of the 46 main team members engraved inside.

Many of the higher needs that move us in pursuit of a good life are the same higher needs that move us in pursuit of a good job. The psychologist Abraham Maslow famously observed that after we satisfy physiological needs such as food, clothing, and shelter, we seek to satisfy higher needs, such as fulfillment, meaning, control, and creativity, through the choice and pursuit of challenging, meaningful projects. Too often a life of leisure does not allow sufficient satisfaction of the higher needs. It is telling that Europeans have much more leisure than Americans, but Europeans report being much less happy.

Having a challenging job where you are in control of your time is not only important for satisfying the higher needs; it also is important for satisfying the basic need for good health. One cause of constant long-term stress is boredom, which has been shown to adversely affect hormone levels and heart rates. For men, another cause of constant long-term job stress is lack of control over what projects to pursue or tasks to prioritize. According to a 2011 study published in the journal Health Psychology, men who lacked control in their work had a greater risk of death.

At first glance, it is surprising that among retirees with $1 million to $5 million in assets, 33 percent retire from one job only to then transition to working in a new one. Even among retirees with more than $5 million in assets, 29 percent continue to work. At second glance, these findings are not so surprising in a labor environment where a growing percentage of jobs are good jobs: creative, challenging, satisfying.

A skeptic might object that these findings only apply to the rich. But jobs in construction and trucking are increasingly hard to fill, suggesting that poorer workers who otherwise might build and drive also are finding better alternatives: safer, less physically exhausting, less routine.

Farm to Factory

Innovative dynamism, sometimes less aptly called creative destruction or entrepreneurial capitalism, has a long history of creating new, better jobs and also of nudging old jobs toward the challenging, meaningful peak of the hierarchy of needs. In much of human history, the powerful have been tempted to force slaves to do the most dangerous, exhausting, and boring work. But then inventors created machines that could do these tasks, reducing the temptation to enslave and hugely bettering the work lives of some of the worst off.

An early specific example of innovative dynamism improving jobs happened when kerosene replaced whale sperm oil for high-quality lighting. Collection of sperm oil required the collectors to spend days scraping spermaceti from the brain cavity of the decomposing carcass of a huge whale. Work in oil fields was far from perfect, but it was better than work in decomposing brain cavities.

Some have suggested that some of the early machines of the Industrial Revolution mainly hurt workers by replacing skilled artisans with unskilled factory workers. But most of those who worked in the factories had earlier worked on farms, not as skilled artisans. Victorian-era economist Nassau William Senior observed that the Industrial Revolution’s factory system had improved the conditions of these former farm workers. He described their new conditions as “the comparatively light labor which is exerted in the warm and airy halls of a well-regulated factory.” Charles Dickens, famous for defending the poor in his bestselling novels of the mid-1800s, praised the clean, comfortable working conditions of former farm girls in a Boston textile factory. Before they had the option of mill work, their labor on the farm would have been dirty, physically exhausting, and often dangerous and lonely.

Around 1858 in England, one 8-year-old girl did farm work 14 hours a day; she later testified that “it was like heaven to me when I was taken to the town of Leeds and put to work in a cotton factory.” By today’s standards, the conditions of the early factories were awful, but they were still better than the even more awful conditions that had prevailed in the countryside. The factory was progress, a stepping stone but not a stopping point. In the 1800s a great many people of all ages and genders voted with their feet for the factory over the farm.

Innovative dynamism also eventually greatly improved the conditions of work for those who remained on the land. Railroads opened up the possibilities for farming at a greater distance from the cities. On the fertile and less rocky fields of the Midwest, farmers could now grow more with less effort. Their work, pain, and danger were also reduced by farm innovations such as the McCormick reaper.

Today, many farmers have drones for monitoring crops, computers for calculating yields, air-conditioned tractors for comfortable plowing, and the internet for information and entertainment.

Office to Home

Over the last six decades, more and more workers have been employed in jobs emphasizing expert thinking or complex communications tasks, while fewer have been employed in jobs emphasizing routine or manual tasks.

Nobel Prize winner Edmund Phelps noted that innovative dynamism “has so far been an extraordinary engine for generating creative workplaces” where workers can discover and explore in the pursuit of challenging projects. Walt Disney Productions was once such a place while its founder was in charge, but it declined after cancer took him. Decades later, officials at the Walt Disney Company offered John Lasseter significantly higher pay to work for them. He declined, choosing to stay at then-independent Pixar, which, though strapped for funding, had become a new exemplar of a creative workplace. Computer-enabled innovations gave Lasseter a job at the challenging, meaningful peak of the hierarchy of needs, where he had the freedom to create a new kind of film, starting with Toy Story.

In the past, home workers were paid significantly less than in-office workers because it was harder for firms to measure and manage home workers’ productivity. The internet made this much easier, and the at-home wage penalty substantially fell between 1980 and 2000.

Another example of gains from technology is Amazon Mechanical Turk. The original Mechanical Turk in 1770 was a chess-winning “robot” eventually revealed to cleverly conceal a human chess master within the box allegedly holding the robotic mechanism. Amazon’s version is an internet platform that allows firms to hire participating workers from around the world to perform various online tasks. The surprising punchline is that Amazon Mechanical Turk was rated by its workers as treating them slightly more honestly and fairly than in-person employers in the workers’ home countries.

Almost everyone would like work that is satisfying and doable but challenging; that is in the upper meaningful peak of the hierarchy of needs. Besides that, some people want a difficult project that they can throw themselves into with intensity—what strategy gurus Jim Collins and Jerry Porras call “big, hairy, audacious goals.”

Big, intense projects appeal to our desire for exhilaration and total engagement. They are especially appealing to those who feel that their lives will be worthwhile only if they “make a ding in the universe.” Many breakthrough innovations are more dangerous at their early stages. But some workers enjoy the adventure of risky jobs, take pride in their ability to get those jobs done, or feel satisfaction at being a part of an important project.

When Joe Wilson committed his little Haloid Photographic Company to develop xerography, it was a big, intense project. Horace Becker led the team tasked to produce the first commercial Xerox machine: the model 914. His account captures something of what it feels like to be part of such a project. By the time they tried setting up their first 914 assembly line, he says, everyone was fully immersed in the project, forgetting grievances and performance ratings. All workers, from engineers to assemblers, were indistinguishable in pulling toward the common goal. They would even sneak in on Sundays to make adjustments or to admire the progress.

Big, risky dreams do not appeal to everyone. But an advantage of innovative dynamism is that it allows everyone to be intense without forcing intensity on anyone. And even though many of us will prefer a more relaxed life, we often benefit from the fruits that the intense create.

This first appeared in Reason.

The Keyword | Employment

AI Is Helping Workers Across Jobs, but Not Replacing Them

“Google is launching the first iteration of the AI & Economy ATLAS (Activity, Task, Landscape, and Adoption Study), an ongoing, large-scale, de-identified study of how people are using Google’s AI products and tools…

Here a few of the most interesting observations so far:

  • AI use at work is broad but shallow: Workplace adoption spans all industry sectors and also 68% of all occupations that collectively represent 90% of total U.S. employment. However within jobs, people are using AI selectively: in a typical job AI is used for only ~21% of tasks.
  • At work, most AI use is focused on collaboration and assistance with tasks, and so far task automation is uncommon: ATLAS data shows the vast majority of AI interactions at work focus on collaborative uses such as ideation, strategy, information retrieval, and learning. Tasks like creative design and hypothesis testing (categorized in ATLAS as “non-routine cognitive”) show up in AI work interactions at a much higher rate than in the economy as a whole (65% vs 35%). Less than 10% of those interactions fully automate tasks.
  • AI use is not limited to white collar workers, it’s also assisting workers in predominantly physical and manual occupations with adjacent tasks: AI use for work is not limited to jobs traditionally seen as knowledge work. While not as prevalent, workers in manual and technical trades (e.g., auto technicians, industrial mechanics) are using conversational AI as a live collaborator for real-time diagnostics, troubleshooting, and on-the-fly learning. When workers in these areas use our AI tools, they’re 2x more likely to use multimodal AI (i.e. using AI to create images or video). For example, automotive technicians and industrial mechanics use AI to interpret complex test results, debug electrical wiring, and inspect machinery for wear.
  • AI is delivering value at home that may be missed in standard economic metrics, particularly around high-friction administrative tasks: Over 86% of interactions with AI tools in ATLAS occur outside of work. People are using AI in new and interesting ways not captured in standard economic metrics including productive household activities (e.g. researching purchases, help with using appliances, and tools) and high-friction administrative tasks (e.g. navigating government services like taxes, licensing, and fines).”

From The Keyword.

Blog Post | Employment

Evolving Markets Drove the Remote Work Revolution

Free choices—not mandates—have made flexible work a lasting reality.

Summary: Remote and hybrid work have become a durable feature of the modern workplace, with most remote-capable employees choosing flexible arrangements that benefit both workers and employers. Evidence suggests these models can improve productivity, job satisfaction, health, and employee retention while reflecting voluntary market decisions rather than government mandates. As with many past workplace improvements, adoption has largely preceded legal recognition, suggesting that policy should remove barriers to flexible work instead of attempting to direct it.


Back in 2020, I noted, “The dramatic rise in telework amid the pandemic is a radical experiment, but its effects will be long-lasting.” I was right. Rates of full-time, in-office work plummeted during the pandemic, and while many employers have since shifted from fully remote work to hybrid work schedules, hybrid work levels have remained stable since 2022. In 2025, 78% of full-time remote-capable U.S. employees are either hybrid or fully remote, with hybrid as the most common arrangement.

What is sustaining this transformation of the workplace? The inconvenient answer for those who see government action as the source of progress is that this transformation is thanks to freely chosen, mutually beneficial decisions by employers and employees rather than any top-down mandate. 

The proof is in how durable these patterns have been. Millions of workers and employers continue to choose them because they work. Roughly half of the U.S. workforce consists of employees who are capable of working remote or hybrid jobs. The most common arrangement sees workers commute two days a week and work remotely the other three. Most workers appreciate the flexibility, with a mere 6% of remote-capable workers saying they prefer to work on-site full-time.

An analysis from the Bureau of Labor Statistics found that across industries, the rise in remote work and total factor productivity growth may be positively correlated, and many employees report higher productivity at home. Some research also suggests that hybrid and fully remote work may have positive effects on individual employee productivitysatisfaction, and physical health, as well as employee retention.

Historically, most improvements for workers have followed a similar pattern—wherein the market dictates employer-employee relationships, not government—despite a popular narrative to the contrary. The economist Benjamin Powell observed that legal labor standards, working-hour limits, and the introduction of a minimum wage in the United States and other wealthy countries after industrialization largely mirrored policies that employers had already implemented of their own accord. Legislation merely codified preexisting norms instead of prompting a change in industry practices. 

Economist Price Fishback similarly noted, for example, “State laws limiting the number of working hours for women … passed after many employers had substantially reduced hours for women. Recent studies have found that the laws had relatively little effect.” 

A century ago, the Ford Motor Company pioneered limiting the workweek to five days. Ford’s example soon inspired manufacturers across the country and around the world to adopt the Monday-to-Friday workweek. That occurred because employers discovered that productivity increased, while employees valued the extra leisure time. As the economist Ludwig von Mises put it, “The nineteenth century’s labor legislation by and large achieved nothing more than to provide ratification for changes which the interplay of market factors had brought about previously.”

Today, remote and hybrid work often benefits both employers and employees, and this work flexibility rise occurred in spite of many outdated government rules that hinder such arrangements. These rules are in desperate need of reform. For example, various federal tax rules discriminate against remote work arrangements, while differing state rules can subject remote workers to double taxation, and occupational licensing rules limit workers’ options to move between states. If anything, the government has stood in the way of the great workplace transformation toward remote and hybrid work.

Calls to legally mandate remote or hybrid work are a misguided attempt to give the government credit for a shift that has already happened independently of government action. Premier Jacinta Allan of Victoria, Australia, announced that her state government will enshrine a legal right for employees, in both the private and public sectors, who can perform their job from home to do so at least two days a week. The law comes into effect in September.

The legal change will benefit few employees, as 65% of Victorians are already hybrid or remote, but it will create more bureaucratic headaches by adding unnecessary red tape for employers and employees alike. “WFH [work from home] is already happening, and there is no reason to legislate a one-size-fits-all approach,” cautioned Andrew McKellar, the chief executive of the Australian Chamber of Commerce and Industry.

This represents perhaps the first example of a legal entitlement to work from home, coming long after the market has already made such arrangements widespread. “If you can do your job from home, we’ll make it your right—because we’re on your side,” said Allan. In reality, it is employers and employees exercising their freedom in the market, not political mandates, that have made the flexibility of remote and hybrid work widely available today.

This article was originally published at RealClearMarkets on 6/23/2026.

Wall Street Journal | Employment

The New Jobs Being Created by AI

“Artificial intelligence has sparked fears it will become a job killer. It’s also fueling a crop of new careers.

AI created 640,000 jobs between 2023 and 2025 in the U.S., according to an analysis by LinkedIn of job posting data, including new white-collar positions such as head of AI and AI engineer. That tally doesn’t include the huge number of temporary construction jobs tied to building the mammoth data centers AI relies on…

The fast-emerging new jobs help train AI to improve its performance and take on more tasks, and help train humans to use AI in their work. The jobs run the gamut from high-level careers in AI strategy to hourly work. Many of these new employees work directly for AI companies, but other industries including finance, healthcare and manufacturing are also snapping up such workers as they seek to capitalize on the technology.”

From Wall Street Journal.

World Bank | Quality of Government

Côte D’Ivoire’s Land Reforms Are Unlocking Jobs and Growth

“Secure land tenure transforms dormant assets into active capital—unlocking access to credit, encouraging investment, and spurring entrepreneurship. These are the building blocks of job creation and economic growth.

When landowners have secure property rights, they invest more in their land. Existing data shows that with secure property rights, agricultural output increases by 40% on average. Efficient land rental markets also significantly boost productivity, with up to 60% productivity gains and 25% welfare improvements for tenants…

Building on a long-term partnership with the World Bank, the Government of Côte d’Ivoire has dramatically accelerated delivery of formal land records to customary landholders in rural areas by implementing legal, regulatory, and institutional reforms and digitizing the customary rural land registration process, which is led by the Rural Land Agency (Agence Foncière Rurale – AFOR).

This has enabled a five-fold increase in the number of land certificates delivered in just five years compared to the previous 20 years.”

From World Bank.