James W. Bunger

Ph.D. Systems Engineer | Architect of NAIERM | AI Demand Circuit Failure & Self-Financing Solution | $17.5T GDP Advantage | SSRN🎙️

[James W. Bunger @energyandwealth]

What happens to an economy when machines can produce more—but people are needed less to produce it?

That question is at the heart of A Stake in the Machine: Redesigning the Economy When Machines Do the Thinking.

AI has the potential to create extraordinary abundance. But productivity and prosperity are not automatically the same thing. If artificial intelligence changes the relationship between human labor, income, consumption, and production, then we have to think seriously about the economic architecture that connects them.

A Stake in the Machine explores that challenge through history, economics, technology, infrastructure, and policy—and asks what it would take to build an AI economy where innovation can accelerate without leaving human participation behind.

This is not an argument against AI.

It is an argument for thinking bigger about what AI makes possible.

How do we sustain demand as automation expands? How do citizens participate in machine-generated prosperity? How do we preserve incentives for investment and innovation while broadening economic opportunity? And instead of fighting over increasingly concentrated wealth, can we use AI productivity to grow the pie itself?

These are no longer abstract questions about some distant technological future. They are becoming economic questions of the present.

That is why we wrote this book.

The goal shouldn't be to stop the machine. The goal should be to make sure humanity has a stake in it.

📖 A Stake in the MachineJames Bunger, Ph.D., with Audrey Panhorst and Meashia Daniels

Available now on Amazon in Kindle, paperback, and hardcover.

👉 https://t.co/DHTrTkWFzz

#AStakeInTheMachine #ArtificialIntelligence #AIEconomy #FutureOfWork #FutureOfAI #Economics #EconomicPolicy #AIpolicy #Automation #AIAutomation #SharedProsperity #EconomicResilience #HumanFlourishing #FutureOfEconomy #NAIERM #Technology #Innovation #EconomicGrowth #AIJobs #DigitalEconomy

[James W. Bunger @energyandwealth]

In this Justice Talks episode, Justice Utah and Dr. James W. Bunger compare H.R. 10044 with the National Artificial Intelligence Economy Resiliency Model (NAIERM), examining where the two approaches align and how their economic mechanisms differ. The conversation explores AI-driven job displacement, consumer demand, wealth concentration, compute-based taxation, and the importance of preserving broad economic participation as machines perform more productive work. The episode also draws from A Stake in the Machine: Redesigning the Economy When Machines Do the Thinking, connecting the book’s central argument—that humanity needs a meaningful stake in AI-generated prosperity—to the emerging national policy debate. Justice Talks is an Energy & Wealth production of NAIERM Economics.

H.R. 10044 vs. NAIERM: Two Paths for the AI Economy | Justice Talks with Dr. James Bunger https://t.co/pY1xKOuLAW

[James W. Bunger @energyandwealth]

Why should we have confidence in artificial intelligence when so much of the public conversation centers on errors, hallucinations, and misuse?

In this thought-provoking article, James Bunger explores a remarkable characteristic of AI: its tendency to seek reconciliation among the information it processes. AI is not moral, honest, or ideological in the human sense—but it works toward coherence, resolving contradictions until the pieces fit together.

Through a revealing exchange with Claude about entropy, economic behavior, and Alaska’s Permanent Fund Dividend, Bunger considers whether AI’s greatest value may lie in its ability to help us uncover fundamental truths.

“Tease the truth out of AI, and you will find its greatest value.”

Read: Why I Have Confidence in AI
https://t.co/45Iip64a7j

#ArtificialIntelligence #AI #FutureOfAI #Technology #Economics #Innovation #EnergyAndWealth #NAIERM

[James W. Bunger @energyandwealth]

What happens when an economy becomes extraordinarily good at producing—but fewer people have the income and opportunity needed to participate in what it produces?

Our latest Energy & Wealth article, “When Production Outruns Participation,” examines the economic relationship between the prosperity of the late 1920s, the collapse that followed, and the rapid expansion of artificial intelligence today.

This is not an argument that AI will automatically cause another Great Depression. History is rarely that simple. The collapse of 1929–1933 involved banking panics, monetary contraction, debt, deflation, falling investment and weakening demand. But beneath those interacting failures was a structural lesson we should not ignore: productive capacity alone cannot sustain prosperity. Production must remain connected to income, purchasing power and participation.

AI may allow us to produce more with fewer hours of human labor. That could create extraordinary abundance—but it may also change one of the primary ways purchasing power has historically reached households: wages.

The question is not whether we should stop innovation. The question is whether our economic architecture can evolve alongside it.

Can we grow the economic pie while ensuring humanity retains a meaningful stake in the prosperity machines help create?

History gives us a warning, but it also gives us time to design something better.

Read: “When Production Outruns Participation: What the AI Economy Can Learn From 1929 to 1933”

https://t.co/XHqGoQme9I

#EnergyAndWealth #ArtificialIntelligence #AIEconomy #FutureOfWork #EconomicHistory #GreatDepression #EconomicParticipation #NAIERM #AStakeInTheMachine #EconomicResilience

[James W. Bunger @energyandwealth]

Can a nation prosper while its citizens struggle? Current systems show signs of being broken, leaving millions behind. True progress requires sharing wealth to unlock inventiveness and seize opportunity. Watch the full podcast: https://youtu. #shorts #Economics #Opportunity

[James W. Bunger @energyandwealth]

AI companies are investing billions in data centers and LLMs. The question of ROI is being answered: people will pay for AI compute. Anthropic saw revenues jump $12 billion in one month as users realize AI's productivity value. #AI #Tech #Business #shorts

[James W. Bunger @energyandwealth]

Rome's early economic strength stemmed from its citizens being landowners and active participants. We risk repeating history by eroding the middle class and hindering participation.
Watch the full podcast: https://t.co/ZAeER1aZMd
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[James W. Bunger @energyandwealth]

AI is impacting hiring, creating a deficit in the 20-25 age gap where professionals gain crucial experience. If AI learns from experts, where do future experts come from? We risk losing the capacity to become experts if it doesn't pay. #AI #FutureOfWork #Expertise

[James W. Bunger @energyandwealth]

AI, Jobs & the Economy: What Stanford, Anthropic and NAIERM Reveal https://t.co/rbL5La4DZ7

[James W. Bunger @energyandwealth]

AI is sparking a revolution beyond just better machines. It's freeing the human mind to create. Discover what drives civilization forward: challenge, discovery, and the uniquely human drive to create. Watch our latest podcast: https://t.co/ZAeER1aZMd #AICreativity #FutureOfWork

[James W. Bunger @energyandwealth]

The AI age could usher in a new economy where everyone wins. Extreme wealth diversion harms everyone, even the wealthy, by reducing consumers. A systems engineering approach can cycle wealth back to keep the economic engine running. #AIEconomy #FutureOfWork

[James W. Bunger @energyandwealth]

AI leaders would champion NAIERM if they grasped its societal and economic benefits. New institutions and consensus between Congress, industry, and government are key to solving these critical problems. Watch the full episode: https://t.co/uBmqC9almB #AI #NAIERM #FutureOfWork

[James W. Bunger @energyandwealth]

Read the full article and join the discussion.

#ArtificialIntelligence #AIEconomics #Economics #FutureOfWork #Productivity #GDP #EconomicPolicy #Innovation #Stanford #DigitalEconomy #LaborMarkets #Research #PublicPolicy #EconomicResilience https://t.co/8QyE7MSb9G

[James W. Bunger @energyandwealth]

AI investment could slow down and cause a collapse if limitations aren't addressed now. Let's ensure everyone benefits and is a stakeholder in the AI solution. Watch the full podcast: https://t.co/A19mY0kX5J #AI #Investment #FutureOfTech

[James W. Bunger @energyandwealth]

We underestimate the talent in our communities because many are suppressed. Imagine unlocking potential by bringing diverse people together to grow something great. Watch the full podcast: https://t.co/VjaSZz3k59 #Diversity #Potential #Collaboration

[James W. Bunger @energyandwealth]

Economists have long missed an integrated solution for the economy, potentially viewing it through outdated ideological lenses instead of an engineering perspective. Watch the full podcast: https://t.co/VjaSZz3k59 #Economics #Capitalism #Socialism

[James W. Bunger @energyandwealth]

Everyone's anxious about the future. AI tech could take your job, even if you have a great income and career. This fear isn't limited to one group; it's a new historical anxiety. Watch the full podcast: https://t.co/VjaSZz3k59 #FutureOfWork #AI Anxiety