The costs of automation and AI are becoming known

The John Henry of the 21st century will be the legions of workers losing their jobs to robots.

Before there were urban legends, there were American folklore legends. And while many of them have been forgotten, some strongly etched characters like John Henry are still an important part of Americana.

According to the legend, John Henry was a “steel drivin’ man” who worked for the railroad, carving tunnels through any solid rock that blocked the way. He used a sledgehammer to drive a hard steel drill into a rock wall so that an explosive charge could be inserted. When the charges were detonated, the rock wall would crumble and the tunneling could progress.

As the legend tells us, one day a salesman showed up at the worksite, selling a steam-powered drill that would replace all of the steel drivers. John Henry, as the best of them, issued a challenge to the salesman and his steam driver and it was quickly accepted. The stage was set for a classic duel, man vs. machine.

The contest went on all of one day and into the next. And at the end, John Henry was the clear winner. Sadly, though, he died shortly after from his exertions.

We are today engaged in a duel with a machine technology that involves not just a single champion like the legendary John Henry but all of us.

In the latest Economic Letter, researchers Silvain Leduc and Zheng Liu at the Federal Reserve Bank of San Francisco reported on this conflict in an Economic Letter entitled, “Are Workers Losing to Robots”? They conclude that that the answer is “yes.”

Of course, since it’s economics, we’ll have to define losing and winning. In this case, the researchers focused on labor share as the defining indicator. Labor share is the proportion of national income that ends up in labor’s hands, and, over the past 20 years, the authors note that the labor share “… has declined from about 63% in 2000 to 56% in 2018.” It is interesting that the 63% labor share in 2000 had been unchanged for the previous 15 years. Something happened in 2000, but economic research has not been able to pin down exactly what that change was.

The authors believe that automation is the most likely suspect for causing the change. Automation allows the substitution of capital for labor and increases labor productivity. The reason for the increase is in the arithmetic of how productivity is calculated: Labor productivity equals output divided by units of labor; for example, hours worked.

What the authors found, though, is that while it increased productivity, “the threat of automation has also weakened workers’ bargaining power in wage negotiations and led to stagnant wage growth.”

This is a possible explanation of why wages did not increase as the U.S. economy recovered from the Great Recession in 2008, or even as the economy expanded rapidly beginning in 2017. Up until now, most economists attributed the wage sluggishness to our difficulties in calculating or even estimating the total size of the labor force — including potential workers as well as those currently working or seeking work.

The workforce size was also complicated by the influx of record numbers of immigrants, who arrived legally and illegally, that took place over the past two decades. Some economists believe they had an impact on labor supply and tended to keep wage levels down.

The stagnation of wages and labor share have already been the subject of much economic analysis and speculation. As a result, the findings in this most recent report on automation’s effect on wages has to share space in the list of causes – along with lackluster post-recession economic growth, immigration and the reduced influence of labor unions on overall wage growth.

The threat to labor of automation is very real. Just in this past week we have seen machines, controlled by Artificial Intelligence, moving into jobs that have traditionally been held by humans. A Seattle company, Picnic, has developed an AI-driven system for making pizzas untouched by human hands. A Houston firm has invented a similar system to make salads. And UPS has now received approval from the FAA for drone flights to deliver supplies to medical campuses across the country.

Adam Smith, the father of economics, observed in 1776 that the prime mover of productivity and economic growth was what he called the “Division of Labor”— dividing work into more efficient specialized functions. Ever since then we have been trying to figure out its impact on labor and on the total economy. Division of Labor has morphed into automation, and now that is morphing into robots. Finding by finding, analysis by analysis, thought by thought, we are making progress in understanding it.

Talk to us

> Give us your news tips.

> Send us a letter to the editor.

> More Herald contact information.

More in Business

Image from Erickson Furniture website
From couch to coffee table — Local favorites await

Style your space with the county’s top picks for furniture and flair.

Nichole Webber: Drawing up plays for athletes and politics

The communications director for the city of Everett believes leadership is rooted in honesty, integrity and selfless commitment to others.

2025 Emerging Leader DeLon Lewis (Olivia Vanni / The Herald)
DeLon Lewis: Helping students succeed

Program specialist for Everett Community College believes leadership is about building bridges.

2025 Emerging Leader Natalie Given (Olivia Vanni / The Herald)
Natalie Given: Building trust and communicating concerns

Everett Police Department’s Public Information Officer builds relationship and better communication.

2025 Emerging Leader Scott Hulme (Olivia Vanni / The Herald)
Scott Hulme: Standing up for downtown

Business development manager for the Downtown Everett Association brings property owners, tenants and city leaders together.

2025 Emerging Leader Anthony Hawley (Olivia Vanni / The Herald)
Anthony Hawley: Creating friendships and filling pantries

Since 2021, Hawley has increased donations to Lake Stevens Community Food Bank through fundraising and building donor relationships.

2025 Emerging Leader Rick Flores (Olivia Vanni / The Herald)
Rick Flores: Learning lessons from marching band

Directs the Mathematics, Engineering, Science Achievement program at WSU Everett helps underrepresented students with tutoring, specialized courses, mentorship and support networks.

2025 Emerging Leader Melinda Cervantes (Olivia Vanni / The Herald)
Melinda Cervantes: Making sure every voice is heard

Prolific volunteer facilitates connections between Spanish-speaking public representatives and community members.

2025 Emerging Leader Megan Kemmett (Olivia Vanni / The Herald)
Megan Kemmett: Seeking solutions to any problem or obstacle

Executive director of Snohomish Community Food Bank overcomes obstacles to keep people fed.

2025 Emerging Leader Kellie Lewis (Olivia Vanni / The Herald)
Kellie Lewis: Bringing community helpers together

Edmonds Food Bank’s marketing and communications director fosters connections to help others.

2025 Emerging Leader Christina Strand (Olivia Vanni / The Herald)
Christina Strand: Helping people on the move

Community engagement specialist believes biking, walking and public transit can have a positive impact.

Support local journalism

If you value local news, make a gift now to support the trusted journalism you get in The Daily Herald. Donations processed in this system are not tax deductible.