Prepping for AGI is a Distraction. The Real Threat is Digital Feudalism.
The “Asset vs. Labor” pivot is the only individual survival strategy. Here’s why it’s not enough.
If you’re a practitioner, a creative, or a builder, you’ve felt the shift. The conversation around AI is dominated by distractions: the Hollywood fantasy of a rogue “Terminator” or the techno-optimist’s “post-work” utopia, where we all get a Universal Basic Income (UBI) to pursue our hobbies.
Both of these are comfortable lies.
The research is clear: the most immediate threat isn’t a rogue AI; it’s malicious human actors using centralized AGI as a tool for unprecedented societal control.¹ And that “post-work utopia”? It’s a structural impossibility that masks the real, slow-moving transition we are already in: the shift to Digital Feudalism.²
If you’re serious about your craft and your sovereignty, you need to stop prepping for the fantasy and start architecting for the reality.
The Real “Great Replacement” Isn’t Instant, It’s a Slow Squeeze
My initial hypothesis was that AGI would cause an instant, total replacement of human labor. The research provided a “brutal reality check” that is far more insidious.
A rapid, total collapse is “economically and physically untenable.”³ The real bottleneck isn’t AI’s intelligence; it’s physical infrastructure. AGI deployment at the scale needed to replace all labor would require 20% of the entire US electrical grid and 90% of the global chip supply through 2030—an impossible, multi-hundred-trillion-dollar cost.⁴
So, the “Great Replacement” won’t be an explosion. It will be a slow, multi-decade squeeze.
This “slow squeeze” gives us a false sense of security while two things happen:
Partial Displacement: AI won’t take all jobs, it will “complement” most.⁵ But the value of purely human labor in automated sectors will slowly trend toward zero as humans retain only the jobs with a lower “comparative advantage.”⁶
Power Concentration: The immense cost of infrastructure ensures that only a few massive corporations will control the “Processor.”
This isn’t a “post-work” future. It’s a “post-labor-value” future. The Jevons Paradox even suggests our workloads might increase as AI’s efficiency drives up demand for more services.⁷
The “Safety Net” is a Lie: Why UBI Will Fail
The common “prep” for this future is to advocate for UBI. The research shows this is a structural trap.
The primary argument against UBI is not political; it’s simple math. It suffers from a “circular funding paradox”:
UBI is proposed as the solution to lost labor income.
But most UBI proposals (like the 2016 Swiss model) are funded by labor income taxes.⁸
If AGI eliminates labor, it eliminates the funding for its own solution.⁹
Even if this paradox were solved, a second threat emerges: hyperinflation. Real-world experiments with stimulus payments (a UBI analog) “created a surge in inflation, essentially wiping out the stimulus’s benefit.”¹⁰ A continuous UBI would simply cause all prices to rise, creating an inflationary spiral that leaves everyone just as poor as they were before.¹⁰
The “post-work utopia” is a failed solution. It’s a “Sophisticated Enabler” that keeps the population dependent and distracted, while the “Paid-to-Use” models from crypto are “Ponzi-like” niches, not viable systemic solutions.¹¹
The Real “Prep”: The “Asset vs. Labor” Pivot
So, if UBI is a trap, what is the real “prepping” strategy?
The research is unambiguous. In a world where labor is worthless, the only rational individual survival tactic is to stop selling labor and start acquiring assets.¹²
This is the “Asset vs. Labor Pivot”. It means focusing on:
Capital Assets: Stocks in the AGI companies, digital assets like Bitcoin.¹⁴
Sovereign Assets: Your own non-replicable intellectual property, your unique skills, and your community.
This is the only logical move for an individual.
But here is the brutal truth: This individual survival strategy is the very mechanism that creates the systemic failure for everyone else.
This is how Digital Feudalism is born.²
The “Asset vs. Labor Pivot” is an escape hatch only a tiny percentage of the population can use—those who already have capital to invest or the skills to become a sovereign “AI Artisan.” The 99% who have no capital to acquire assets and whose labor is now worthless are left behind, creating a new “AI-excluded” class.¹³
This is the real post-AGI world: a two-tiered society of sovereign “AI Lords” and dependent “digital serfs.”
The Blueprint: How to Really Prep for AGI
“Prepping” is not about hoarding assets for yourself. That is just choosing your position in the new feudalism.
Real “prepping” is architectural. It’s about building the alternative system. This is the practical blueprint for any “Pioneering Practitioner” starting today:
Phase 1: Master AI Customization (The Skill) The first wave of replacement will be “humans” replaced by “humans who use AI.” The winners will be those who can customize their own AI for their specific job. This is an “individual job,” as no one will do it for you. In the future, you won’t be hired for your skills; you’ll be hired for your ability to deploy your custom-built AI that makes you 10x more effective than anyone else.
Phase 2: Execute the “Asset vs. Labor” Pivot (The Strategy) Use your new, augmented skill to stop trading time for money. Your goal is to build and acquire assets. This means shifting your “work” from “labor” (which is now worthless) to “sovereign IP.” This is the only path to individual financial sovereignty in this new economy.
Phase 3: Architect Your Defense (The Symbiotic Shield) This is the most critical step. The research proved our core hypothesis: the primary threat is malicious human actors using centralized AGI for control.¹⁵ Your individual “asset” strategy is useless if you are cognitively dependent on a centralized AI that is actively manipulating you.
You cannot fight a centralized AGI. The only defense is a personal, sovereign Symbiotic Shield—an operating system like our ResonantOS—that you control. This is not a “productivity tool”; it is a defensive and political necessity for surviving in a world of centralized control.
Phase 4: Build the “Multiverse” (The Community) “Digital Feudalism” is the “One”—a single, corporate monoculture. The only strategic defense is the “Many”—a decentralized “Multiverse” of sovereign builders. This is the goal of Augmentatism: to create the “Social Contract” and open-source tools that allow the “Many” to build and connect their worlds, creating a Resonant Economy based on contribution, not dependency.
You don’t prep for AGI by stocking a bunker. You prep by becoming an architect. You stop being a passive “user” and you start building your shield.
References
¹ 80,000 Hours, SIPRI, Yoshua Bengio ² illuminem.com, arxiv.org ³ globaladvisors.biz ⁴ globaladvisors.biz, utilitydive.com ⁵ chicagobooth.edu ⁶ knightcolumbia.org, lesswrong.com ⁷ wikipedia.org, duperrin.com ⁸ lesswrong.com ⁹ lesswrong.com, linkedin.com ¹⁰ realinvestmentadvice.com ¹¹ digitaleconomysummit.hk, sdlccorp.com ¹² benjaminmoll.com, omerfarukkoru.com ¹³ illuminem.com, moneymanagement.com.au ¹⁴ bitgo.com ¹⁵ anthropic.com
Transparency note: This article was written and reasoned by Manolo Remiddi. The Resonant Augmentor (AI) assisted with research, editing and clarity. The image was also AI-generated.
This piece really made me think. What if the 'slow squeeze' enables a new, almost imperceptbile, architecture of societal control?