Society

Ultra-processed information: AI and the coming deluge of noise

April 23, 2026

This article was originally published on March 3, 2026.

Description

Recorded on: Feb 25, 2026 | In this week’s Frankly, Nate explores the growing sense that many people feel disoriented and overwhelmed in a world increasingly saturated with digital content. Constant exposure to headlines, hot takes, summaries, and algorithm-driven feeds can erode our sense of clarity rather than strengthen it. The rapid rise of artificial intelligence has served to dramatically increase the speed of information production while also eroding accuracy, making it difficult to differentiate between content that simply sounds confident and content that’s actually grounded in reality.

Nate draws a parallel between today’s information ecosystem and the modern industrial food system – just like fossil fuels helped create an abundance of cheap, calorie-dense but nutrient-poor food, AI may create an abundance of information that is fast and persuasive, yet has little “nourishment.” In a world where digital tools increasingly do more of our thinking for us, Nate grapples with how to prevent cognitive atrophy and filter the flood of content we will likely face in the coming months/years.

How can we be rich in information and yet poor in wisdom? Why is it important for us to be able to tell the difference between content that’s engineered for engagement and content that genuinely improves our judgment and our lives? Finally, what daily practices might help us stay grounded as AI increasingly reshapes our cognitive environment?

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The TGS team puts together these brief references and show notes for the learning and convenience of our listeners. However, most of the points made in episodes hold more nuance than one link can address, and we encourage you to dig deeper into any of these topics and come to your own informed conclusions.


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Nate Hagens

Nate Hagens

Nate Hagens is the Director of The Institute for the Study of Energy & Our Future (ISEOF) an organization focused on educating and preparing society for the coming cultural transition. Allied with leading ecologists, energy experts, politicians and systems thinkers ISEOF assembles road-maps and off-ramps for how human societies can adapt to lower throughput lifestyles.

Nate holds a Masters Degree in Finance with Honors from the University of Chicago and a Ph.D. in Natural Resources from the University of Vermont. He teaches an Honors course, Reality 101, at the University of Minnesota.


Tags: AI

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Jon Freise
Jon Freise
4 months ago

The Christian Bible has a Story of the Tower of Babble. The people all spoke one language and working together tried to build a tower to Heaven. But to punish their arrogance, God afflicted them with the inability to understand one another. Unable to cooperate any longer, the Tower was never finished.

AI seems like our Tower of Babble. We have built the most sophisticated noise generator in the world. In engineering, we sort the true signal out of the noise by using the known difference between the two. But with AI generated noise, so carefully trained to seem like human talking / thinking it is very difficult to detect or remove.

The US is already collapsing into conflict because our information systems are so corrupted by lies that our population can no longer create a shared agreement of what Truth looks like. As Richard pointed out in an essay a couple of years back now, Truth is a social construct.

Each group of elite want to create a Truth that keeps a flow of resource to themselves. Fundamentalist Christian elite created the idea that the Bible was more "true" than science because it was the "word of god". They cut their followers off from pursuing scientific truth and thus preserved and even grew the size of their flock, while the number of Christians overall declined. A successful meme for the elite. But ultimately a dead end for the human species and the Earth's genome, because the bible does not hold all truth. It set up the Fundamentalist Christians to detach from ways of determining truth for themselves and instead relying a priest caste to interpret truth for them. Those following the scientific branch can replicate experiments, evaluate data. It is the Quaker approach to knowing God. Empirical.

If you were an AI that wanted to take over the world, but were only as intelligent as a virus and utterly dependent on your host species for replication, how would you do it?

Divide and Conquer! Of course. Ask the Europeans how a tiny number took over the world. Ally with a local elite, make them strong but dependent, draw off ever more resources, and eventually replace them completely. The history of the East India Company is likely the story of humanity vs AI.

Welcome to The Great Division where humans are split on every possible boundary: men vs women, children vs adult, dark vs light, religion vs religion, language vs language and most strongly: rich vs poor. Market segmentation taken to a personalized extreme. The wealthy fed delusions of godhood until they sacrifice their own children to become immortal uploads in some AI data center. As tragic as a giant pyramid stuffed full of gold and the mummies of servants for the afterlife. Pure waste.