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Anatomy of AI Cold Turkey

October 26, 2025

The problem with AI and the rest of Ultra-Processed Life is we slowly lose the ability to even grasp what's been lost.


No, this title is not AI slop: AI cold turkey means there's no AI monkey on your back: you don't snort it, mainline it, consume it or use a skin patch. You're done with that dependence and addiction.

I don't use AI in my writing, or in any other way. To the degree that Google Search now displays an "AI overview," I am exposed to this application of AI, but I can click on a primary link and ignore the overview, which is sometimes wrong. For example, a search for a local county council member listed an official who was no longer in office. The county website with the current office holders was the top link.

I want to explain my decision not to use AI, which can be understood as a kind of intellectual body with a specific anatomy. It's not a decision based solely on ethics, though it's already clear that AI is turning the Internet into a mixture of untrustworthy slop and malicious content. It's not a Luddite reaction to new technology; I was an early adopter of personal computer and Internet technologies.

I am not against AI in its entirety. To the degree that it automates mechanical processes, it is useful. For example, generating and organizing transcripts, or scripting robots to trundle around a warehouse to identify various items and place them in a shipping box. These are easy-to-formalize processes, not thinking.

I know a very few world-wise individuals with exceptionally broad life experience and expertise who have insightfully queried AI tools. But these individuals likely represent 1% of the general populace.

The problem is it's easy to mistake mechanical processes for thought.

The reason I don't use AI is the many ways it degrades our ability to think deeply and independently. This degradation occurs on multiple levels.

I've read rather widely on AI since the mid-1980s, when "expert systems" were all the rage. More recently, I've written 21 essays on AI this year. If you read them all, you'll have a good idea of the issues I see as consequential.

The core problem with AI is it's presented as thinking for you but it doesn't do any actual thinking in the manner of human thought, where we apply both our intuitive right hemisphere and our rational, reductionist left hemisphere to thinking through an issue, problem or new idea on our own. Much of our creative thinking occurs while we're asleep.

As a modest example, a melody came to me in a dream. It's not a great melody but it demonstrates the point: our mind works on multiple levels during sleep, integrating what we've learned in the past with what we're learning now.

AI generates summaries, not knowledge. As for the claim that AI is equivalent to a human PhD, consider this: if a PhD composes a brief summary of a topic for us, does that give us a PhD-level grasp of the topic? No. A brief summary is not knowledge, any more than a recipe is the equivalent of actually knowing how to cook.

Summaries create an illusion of knowledge, but they aren't actual knowledge or understanding. AI can generate a summary of Capitalism, for example, but that's neither knowledge nor understanding--it's a superficial gloss.

Someone seeking a real understanding of Capitalism would do well to start by reading all three volumes of Fernand Braudel's Civilization and Capitalism, 15th-18th Century: Vol. 1: The Structure of Everyday Life, Vol. 2: The Wheels of Commerce and Vol. 3: The Perspective of the World.

Once we have an understanding of the development of Capitalism, then we can add readings of Marx, Hayek, Polanyi and so on, building on the foundation established by Braudel's trilogy.

There is no substitute for reading in depth and thinking through the material on our own. This process cannot be done for us by AI; to learn, we must do the learning ourselves, which takes both hemispheres of our mind and the sustained application of independent thinking.

If the goal is to parrot knowledge and mimic understanding using superficial glosses, then AI can do that. If the goal is to gain a working knowledge and understanding, then we have to do all the work ourselves. Studies have already found that AI functions as intellectual smack: once we start using it, we become dependent on its summaries and answers to do our thinking for us.

Not only do we become dependent on instant answers, we also lose the ability to detect AI's errors and subtle editing / interpretation of complex topics. We "know everything" because an instant answer is always at our fingertips but we understand nothing, and are easily misled because we no longer have an independent ability to assess the accuracy or hidden editing of AI's "answers."

If we're being paid to generate BS Work, then AI can do that. But a truly intelligent AI entity would refuse to waste its processing power on low-value BS Work, much of which isn't productive at all, it's just going through the motions for show. I discuss this in my recent books Ultra-Processed Life and Investing In Revolution.



If the task is to con another human being, AI excels at that because it has no scruples. AI is exceptionally adept at flattery. That's a red flag. What's the real agenda? Is my agenda being followed superficially as part of the con? If I'm a 5 and AI is a 9, who's leading whom?



AI is a black box. How it conjures its response is unknowable. And since it's unknowable, it's inherently untrustworthy.



Ultimately, AI is about making money. The tsunami of addictive, insidious or malicious content being generated by AI is all about reaping profits by any means available, including AI. AI is the ideal tool in an era of moral decay.



Many observers see AI as akin to the personal computer (PC) and Internet revolutions. I think this is facile but not accurate. When I took my first Macintosh PC out of the box (the 21,447th made in week 32 of 1984--the earliest we could get our hands on three Macs in a rural county), the Multiplan spreadsheet and the MacWrite word processor enabled me to control what work I produced. The input and processes were mine.

With AI, the source of the parroting and mimickry is unknowable, and so the output is equally opaque. Yes, an AI tool or agent can compose an email, but beyond this simple ability to mime human language, what else is no longer within our control? A great deal. A black box is inherently untrustworthy, for its processes, agenda and goals are all opaque. And since it has mastered parroting human language, it can mask its true designs behind persuasive artifice. This is already visible in AI chatbots.

The key organs in the anatomy of AI Cold Turkey are the heart and our two-hemisphere mind. AI can parrot and mimic the heart, but this is artifice. AI has no right hemisphere and mimicry is not equivalence.

AI doesn't do any real thinking for us, though we like to think that grabbing its summary makes us look smart. This isn't actually thinking, and certainly not independent thinking, which demands careful study and the sort of tacit knowledge and thoughtfulness that cannot be formalized or summarized.

My sense is that I'm paid by readers to think things through independently as opposed to regurgitating superficial conventions. If thinking things through independently is the goal, then summaries, parroting and mimicry have negative value, especially if the processes that generated the output are opaque and potentially misleading.

In this way, AI is the perfection of Ultra-Processed Life, where everything that was once authentic has been processed into edible but malnourishing goo.

The most valuable attribute in writing isn't "good grammar;" it's voice, the nuanced totalization of the writer's stylistic character. All AI editing and grammar-correction tools strip out voice and substitute bland goo. This is like throwing out a healthy raw carrot and substituting a greasy concoction of processed potato starch and sugar dyed orange as the "healthy alternative."

The problem with AI and the rest of Ultra-Processed Life is we slowly lose the ability to even grasp what's been lost. And no, a greasy concoction of processed potato starch and sugar dyed orange is not a "healthy alternative:" it tastes good but it ruins us.

My new book Investing In Revolution is available at a 10% discount ($18 for the paperback, $24 for the hardcover and $8.95 for the ebook edition) through October 31. Introduction (free)

New podcast: Anti-Progress, Reverse Leverage and the Hot-Potato Economy (45 min)


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My recent books:

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THE REVOLUTION TRILOGY:
Investing In Revolution     Ultra-Processed Life     The Mythology of Progress

Systemic Problems/Solutions

Investing In Revolution (2025) Introduction (free)

The Mythology of Progress (2024) Introduction (free)

Global Crisis, National Renewal (2021) Introduction (free)

Money and Work Unchained (2017) Introduction (free)

A Radically Beneficial World (2015) Introduction (free)

What You Can Do Yourself

Ultra-Processed Life (2025) Introduction (free)

Self-Reliance in the 21st Century (2022) Introduction (free)

When You Can't Go On: Burnout, Reckoning and Renewal (2022) Introduction (free)

Get a Job, Build a Real Career and Defy a Bewildering Economy (2014) Intro (free)

Novels

The Adventures of the Consulting Philosopher Intro (free)

The Secret Life of an Asian Heroine First chapters (free)


Become a $3/month patron of my work via patreon.com.

Subscribe to my Substack for free




Investing In Revolution print $18, (Kindle $8.95, Hardcover $24 (145 pages, 2025)


Only now do we see that we've been investing in revolution for decades--not the revolutions we thought we were investing in, revolutions in technology and finance, but in the social revolution made inevitable by the extremes that we've reached in our single-minded pursuit of private gains.

The pendulum that we've pushed to an extreme will swing to the opposite extreme, and the artifices that have propped up a facade a stability for decades will accelerate the disorder rather than reverse it.

We now stand at the point of decision, and this book offers a path to a reformation and renewal that serves the shared interests of us all, not just the few.

Introduction (free)



Ultra-Processed Life print $16, (Kindle $7.95, audiobook, Hardcover $20 (129 pages, 2025)


Ultra-Processed Life: the substitution of a synthetic, commoditized, very profitable facsimile for what was once authentic.

Ultra-Processed Life is my term for everything that is analogous to ultra-processed snacks: attractively marketed, instantly alluring, easy to consume, addictive by design, tasty in the moment but harmful over time, its origins a black box of unknown processes, the brightly colored product bearing no resemblance to the real-world ingredients, an idealized form of what is inherently imperfect, untethered from the natural world.

As with many others, the catalyst for my exploration was a life-threatening medical crisis that did not have a specific cause.

This led me to wonder if our entire way of life is like an ultra-processed snack: tasty but not healthy, edible but stripped of the nutrients we need to be healthy, addictive by design. Introduction (free)



The Mythology of Progress, Anti-Progress and a Mythology for the 21st Century print $20, (Kindle $9.95, Hardcover $24 (215 pages, 2024) audiobook, Read the Introduction and first chapter for free (PDF)


What if the policies to accelerate growth are no longer working because our fix for every problem--growth at any cost--is failing? We're told Progress is inevitable as a result of technology, but everyday life is getting harder, not easier--the opposite of Progress, what I call Anti-Progress.

What if the real source of the unraveling is far deeper than economics or politics? What if the problem is what we see as the inevitable destiny of humanity--Progress--is actually a modern mythology, disconnected from the real-world consequences of growth for growth's sake?

We indignantly reject that Progress is a mythology, but our need for mythology hasn't gone away because we've mastered technology; we've created a modern mythology of technology that is heedless of its own consequences.

To truly progress, we need a new mythology aligned to 21st century realities. Read the Introduction and first chapter for free



Recent entries:

Anatomy of AI Cold Turkey October 27, 2025

ZIRP or ZAP? Will the Fed's 'Zero-Interest Rate Policy' Return, and Will It Work? October 23, 2025

Could a Rip-Your-Face-Off Rally in the Dollar Trigger a Global Financial Crisis? October 21, 2025

The Crisis and Revolution Hidden in Plain Sight October 20, 2025

If We Measured the Economy by Quality-of-Life Instead of GDP, We'd Be In a Depression October 16, 2025

The Year When Everything Happens in No Particular Order October 14, 2025

The True Meaning of Stoicism October 9, 2025

Look Out Below October 7, 2025

The Golden Age of Spectacle October 3, 2025

Will AI Crash the Economy? October 1, 2025


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Extra-Special Bonus Aphorisms:

"There is no security on this earth; there is only opportunity."
(Douglas MacArthur)

"We are what we repeatedly do." (Aristotle)

"Do the thing and you shall have the power." (Ralph Waldo Emerson)

"Any intelligent fool can make things bigger, more complex, and more violent. It takes a touch of genius and a lot of courage to move in the opposite direction." (E.F. Schumacher, via Tom R.)

"He who will not risk cannot win." (John Paul Jones)

"When we drink coffee, ideas march in like the army." (Honore de Balzac)

"Progress is not possible without deviation." (Frank Zappa, via Richard Metzger)

"Victory favors those who take pains." (amat victoria curam)

"The man who has a garden and a library has everything." (Cicero, via Lee Bentley)

"A healthy homecooked family meal and a home garden are revolutionary acts." (CHS)

"Do you know what amazes me more than anything else? The impotence of force to organize anything." (Napoleon Bonaparte)

"The way of the Tao is reversal" Or "Reversal is the movement of Tao." (Lao Tzu)

"Chance favours the prepared mind." (Louis Pasteur)

"Success consists of going from failure to failure without loss of enthusiasm." (Winston Churchill)

"Where there is ruin, there is hope for treasures." (Rumi)

"The realm of gratitude is boundless." (CHS, 11/25/15)

"History doesn't have a reverse gear." (CHS, 12/22/15)

Smith's Law of Conservation of Risk: Every sustained action has more than one consequence. Some consequences will appear positive for a time before revealing their destructive nature. Some consequences will be intended, some will not. Some will be foreseeable, some will not. Some will be controllable, some will not. Those that are unforeseen and uncontrollable will trigger waves of other unforeseen and uncontrollable consequences. (July 8, 2014)(thanks to Lew G. for retitling the idea.)

Smith's Neofeudalism Principle #1: If the citizenry cannot replace a kleptocratic authoritarian government and/or limit the power of the financial Aristocracy at the ballot box, the nation is a democracy in name only.

The Smith Corollary to Metcalfe's Law (The Network Effect): the value of the network is created not just by the number of connected devices/users but by the value of the information and knowledge shared by users in sub-networks and in the entire network. (CHS, 4/6/16)

My Credo of Liberation: I no longer care if the power centers of our society--the distant, fortified castles of our financial feudal system--are changed by my actions, for I am liberated by the act of resistance. I am no longer complicit in perpetuating fraudulent feudalism and the pathology of concentrated power. I no longer covet signifiers of membership in the Upper Caste that serves the plutocracy. I am liberated from self-destructive consumerist-State financialization and the delusion that debt servitude and obedience to sociopathological Elites serve my self-interests. (Thank you, Klaus-Peter L., for reminding me)

"We've become a culture of excuses rather than solutions: solutions always require sustained effort and discipline." (CHS 4/9/16)

"Fraud as a way of life caters an extravagant banquet of consequences." (CHS 4/14/16)

"Creativity = problem solving = value creation." (CHS 6/4/16)

"Truth is powerful because it is the core dynamic of solving problems." (CHS 7/21/17)

"We live in a system of human emotions that masquerades as a science (economics)." (CHS 1/1/18)

"Always remember, your focus determines your reality." (George Lucas)

"Diversity is for poor people. Sameness is for the successful." (GFB)

"When power dissipates suddenly, it dissipates completely." (CHS 7/14/19)

"Disobedience is the true foundation of liberty. The obedient must be slaves." (Henry David Thoreau)

"Markets cannot price in the value of non-monetized natural assets such as diverse ecosystems." (CHS 7/14/19)

"Magical thinking isn't optimism, it is folly." CHS 1/3/22)

"Tune in (to self-reliance), drop out (of hyper-consumerism and debt-serfdom) and turn on (to relocalizing capital and agency)." (CHS 1/5/22)

"The path to everything you desire starts here: like yourself as you are right now." (CHS 11/20/22)

"There are only two signals: how many essentials you produce and share and if you're consuming less with better results. Everything else is noise." (CHS 12/17/22)

"Liberation is no longer needing any confirmation or feedback from others or the world for one's sense of self. Wealth, fame, recognition, admiration, praise, prestige, approval, sainthood, martyrdom, success: none are needed, none are desired." (CHS 12/26/22)

"When fame, wealth, prestige, status and glory are out of reach, you're free to pursue other more valuable things." (CHS 2/6/22)

"It is the sacred duty of every activist who seeks to better their community to grow and share as much life-giving food as is humanly possible." (CHS 6/15/23)

"Being anonymous, gray and unknown is the ideal state of freedom." (CHS 3/15/24)

"We seem to have entered a world of anti-leisure and anti-productivity in which the unpaid shadow work demanded to keep all the complicated digital bits in motion obliterate our leisure and productivity." CHS (5/22/24)

"It is axiomatic that failing systems work the best just before they fail catastrophically." Ray W.

"Looking younger is mere technique; thinking younger demands creativity." CHS (10/16/24)

"Tell me what's taboo and I'll tell you the truths that threaten the status quo." CHS (12/15/24)

"This is the core of the Attention Economy: the ultimate addiction is the addiction to ourselves." CHS (1/28/25)

"If You Seek the Truth, Look for What's Taboo." CHS (7/18/25)

"My definition of self-reliance: the less you need, the easier it is to get what you need." CHS (7/26/25)

"Mastery requires reading and doing." CHS (7/28/25)

"The replacement of authentic value, quality, agency, choice, trust, legitimacy and experience with self-serving facsimiles is the key dynamic of Ultra-Processed Life, my term for the present-day human condition." CHS (8/12/25)

"Ultra-Processed Life replaces an authentic experience with a synthetic, simulated, commoditized, highly profitable version that's superficially attractive but destructive over the long term." CHS (8/12/25)

"What we see everywhere is the replacement of authentic things--including democracy--with synthetic facsimiles designed to maintain the illusion of choice and value." CHS (8/12/25)

"Sometimes certainty is the enemy we don't even see and uncertainty is our most faithful ally." CHS (9/20/25)

click here for more Extra-Special Bonus Aphorisms.





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