Skip to content
Search

Latest Stories

Top Stories

Artificial Intelligence Series, Part 1: Productivity and Opportunity

Artificial Intelligence Series, Part 1: Productivity and Opportunity
Getty Images

Leland R. Beaumont is an independent wisdom researcher who is seeking real good. He is currently developing the Applied Wisdom curriculum on Wikiversity.

This article is adapted from the previously published article Who owns the Productivity dividend?


Let’s consider this simple story.

Hans Schumacher is a kind man who has owned the family shoe business for many years. Shoe manufacturing technology continues to improve, and it is time to replace his obsolete Mark II shoe machine with a new Mark V model.

Today, the Mark II Shoe machine manufactures 10,000 shoes each day requiring 10 workers to operate it.

The new Mark V machine is twice as fast. It can manufacture 20,000 shoes each day with 10 operators, or 10,000 shoes each day with only 5 operators.

The new machine is arriving, and Hans faces a difficult choice[1]. He can:

1. Retain his 10 employees, manufacture 20,000 shoes each day and hope to find enough customers, perhaps by reducing prices and increasing marketing, to sell all those shoes. Here the productivity dividend —the benefits resulting from increased productivity—is shared between Hans, who is selling more shoes, and the customers who are getting shoes at a lower price. Hans knows that the number of feet in the world remains relatively constant, so he is concerned that it may be difficult to sell so many more shoes.

2. Layoff 5 employees, retain 5 employees, and manufacture 10,000 shoes each day with only half the number of employees. Here the productivity dividend goes to Hans, and the 5 employees laid off become unemployed. Hans would feel bad for the loyal employees he would layoff but sometimes that’s just business.

3. Some blend of these options, such as 16,000 shoes each day with 8 employees.

4. Retain all 10 employees, but have them work half-time, and continue to manufacture 10,000 shoes each day. He now has choices in how to pay the employees. Based on hours worked, it would be fair to pay them half what they were getting earlier. Based on productivity, he could afford to pay them the same as they were making earlier. He liked that idea.

This inspired him to imagine another option. What if he could find 5 employees who would volunteer to leave in return for receiving ongoing severance payments? With the money saved by this reduced workforce he could create a productivity dividend fund. This fund is the direct result of the increased productivity. The resulting savings could go into the fund, and the employees that volunteered to leave would receive payments from the fund as their share of the productivity dividend.

[1] I recognize this analysis neglects the purchase price of the Mark V machine, material costs, cost of sales, and other costs not related to manufacturing labor. Presenting this simple model as a thought experiment allows us to focus on alternatives for distributing the productivity dividend.

The new Mark V Shoe machine manufactures 10,000 shoes each day requiring only 5 workers to operate it. The savings could go into the productivity dividend fund and be distributed to the displaced workers.

This raised several important questions he needed to consider:

  • Would this undermine the work ethic?
  • Has anything like this been done before?
  • Is this starting down the slippery slope toward socialism, or even communism?
  • How would the displaced workers spend their free time?
  • Would this be fair?
  • Would the business become uncompetitive?

Hans had serious issues to deliberate before making his decision.

This is the first in a three-part series exploring the future of productivity. Re-visit The Fulcrum for the next installment in this series on Friday, August 18, where we dive into the difficult concept of deliberation on the effects of increased productivity.

Read the introduction to this series here.

Read More

Why Doing Immigration the “White Way” Is Wrong

A close up of the Immigration and Customs Enforcement badge.

Getty Images, Tennessee Witney

Why Doing Immigration the “White Way” Is Wrong

The president is granting refugee status to white South Africans. Meanwhile, he is issuing travel bans, unsure about his duty to uphold due process, fighting birthright citizenship, and backing massive human rights breaches against people of color, including deporting citizens and people authorized to be here.

The administration’s escalating immigration enforcement—marked by “fast-track” deportations or disappearances without due process—signal a dangerous leveling-up of aggressive anti-immigration policies and authoritarian tactics. In the face of the immigration chaos that we are now in, we could—and should—turn our efforts toward making immigration policies less racist, more efficient, and more humane because America’s promise is built on freedom and democracy, not terror. As social scientists, we know that in America, thinking people can and should “just get documented” ignores the very real and large barriers embedded in our systems.

Keep ReadingShow less
Insider trading in Washington, DC

U.S. senators and representatives with access to non-public information are permitted to buy and sell individual stocks. It’s not just unethical; it sends the message that the game is rigged.

Getty Images, Greggory DiSalvo

Insider Trading: If CEOs Can’t Do It, Why Can Congress?

Ivan Boesky. Martha Stewart. Jeffrey Skilling.

Each became infamous for using privileged, non-public information to profit unfairly from the stock market. They were prosecuted. They served time. Because insider trading is a crime that threatens public trust and distorts free markets.

Keep ReadingShow less
Supreme Court Changes the Game on Federal Environmental Reviews

A pump jack seen in a southeast New Mexico oilfield.

Getty Images, Daniel A. Leifheit

Supreme Court Changes the Game on Federal Environmental Reviews

Getting federal approval for permits to build bridges, wind farms, highways and other major infrastructure projects has long been a complicated and time-consuming process. Despite growing calls from both parties for Congress and federal agencies to reform that process, there had been few significant revisions – until now.

In one fell swoop, the U.S. Supreme Court has changed a big part of the game.

Keep ReadingShow less