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Sunday, July 05, 2026

AI's Plan to Solve Poverty (Thanks Gemini!)

A neighborhood of homes bying 3D printed with the help of robots.
To implement a post-scarcity framework driven by AI, you essentially have to treat the transition like the ultimate open-source engineering project. Because you are trying to deprecate money, you can't rely on traditional taxation or global financial funds to scale it—that just keeps us trapped in the old codebase.

Instead, execution has to rely on a Resource and Automation Deployment strategy. You have to bootstrap the system using the current world's resources to build a parallel, self-sustaining loop that eventually makes the financial system obsolete.

Here is a blueprint for how an implementation roadmap could actually work:

Phase 1: The Open-Source Blueprint (Years 1–3)

  • The goal here is to take the intellectual property of survival off the commercial market.
  • Establish "Humanity OS": Form a global, non-governmental open-source foundation dedicated purely to the four pillars (Food, Water, Shelter, Health/Education).
  • The Zero-Marginal-Cost Protocol: Task advanced AI models with designing fully automated, hyper-efficient, open-source hardware blueprints. This includes schematics for industrial 3D house printers, automated solar-powered water purification rigs, and hydroponic farming containers.
  • Local Material Optimization: The AI doesn't design a house that requires imported specialized concrete. It designs a generative architecture optimized to use whatever dirt, sand, or agricultural waste is available within 10 miles of the print site.

Phase 2: The Industrial Bootstrap (Years 3–6)

We have to redirect manufacturing capacity.

  • The Printer Inversion: Rather than buying houses, a consortium of benevolent capital, progressive states, or foundational grants funds the first wave of automated factories. These factories have one purpose: build the robots that build the infrastructure.
  • Targeted Deployment: As you noted, deployment begins in areas with the highest resource fragility. An autonomous convoy (3D printers, solar microgrid components, and automated water-harvesting tools) is deployed to a region.
  • The Closed-Loop Effect: The machines build the shelter, set up the automated farming, and establish the localized energy grid. Once a region's basic physical needs are automated and self-sustaining, that region effectively "drops out" of the traditional financial scarcity loop. Food and shelter there cost zero financial capital to maintain.

Phase 3: The Deprecation of Scarcity (Years 6–10)

This is the tipping point at which the fiction of money begins to dissolve as the market for basic survival disappears.

  • Decoupling Survival from Labor: As more regions are brought into the automated network, the cost of keeping a human alive globally plummets toward zero.
  • The Paradigm Shift: When shelter, nutrition, and healthcare no longer require a paycheck, the leverage of the traditional economic system evaporates. People no longer have to sell their labor to survive.
  • Transition to a Resource-Based Allocation: AI shifts from an optimization tool for corporate profit to a logistical coordinator that balances global resource availability with human needs in real time, ensuring sustainability without ecological collapse.


The Critical Bottleneck: The primary obstacle isn't the technology—it's inevitable. The obstacle is geopolitical friction. Entrenched systems will treat a localized, free, self-sustaining infrastructure as a threat to real estate values, agricultural markets, and labor supplies.

The implementation succeeds only if the automated infrastructure can be deployed faster and more distributedly than centralized systems can regulate or restrict it. It has to be treated less like a top-down government program and more like a helpful, unstoppable technology that simply routes around the old economic damage. 

Saturday, May 16, 2026

The Truth is, There's Very Little of It, Part II

 We all seek the truth. What is real? Are facts only what we can experience with our own senses? Can we even trust them? Experiments show that even direct experiences are filtered through our preconceived notions of what to expect.

Is a shared fabrication better than distrust? Maybe.

Throughout history, we have seen absolute facts, such as "there are witches that can perform magic," revert to fiction and back again. Newtonian physics, once the gold standard of science, has proven inadequate in explaining observations.

Then there are the many conspiracy theories about important events. The likelihood that they are all wrong is as silly as believing they are all correct. We are ignorant. We get to directly observe a tiny sliver of the important information we process in a typical day.

The balance of what we believe is gained through "trusted sources." These sources are undoubtedly wrong some of the time. Whether they are intentionally obfuscating what they know to be true or are misinformed themselves, we don't know.

This, then, is how our worldview is built—one story at a time. True or not. WE DON'T KNOW!

What can we do about it? There's no silver bullet here. I prefer rigorous, time-consuming research over experiences and opinions. But I'm also aware that there is plenty of bad research out there. Scientists who are trying to earn a living and accept funding from sources that expect a favorable outcome may not produce valid results. It happens.

Just because an idea has been around for a long time doesn't guarantee its truthfulness, but it helps. The point is, we cannot be certain about most things. Most of what we "know" is only beliefs. Our belief system shapes which new information fits with our existing reality.

When we meet people with different perspectives on reality, it can be an opportunity to defend our own view or explore another's. We get to decide. Two people can agree on the "facts" of an incident, but disagree about the motivations behind it. The context leads us to very different conclusions about the same event. It's difficult to know which one is correct without getting into the heads of the people directly involved, which we rarely have the opportunity to do.

Lee Harvey Oswald shot John F. Kennedy. That is not in dispute. Did he work on behalf of the CIA? Was he a "lone wolf?" Did he work for the mob? The Cubans? Without being in his head and knowing who he spoke with and what about, we can never know for sure.

We stumble through life with insufficient and incorrect information. We do our best to fabricate a reality that works for us. We are wrong a lot of the time. Fortunately, we live in ignorant bliss until we start arguing with someone else about what we believe, even though neither of us knows the truth.

Thursday, March 05, 2026

We Live in the Age of Well-Crafted Narratives

 

a cartoon of a zombie watching a social media feed on their laptop.
As the world changes, smart and powerful people see the big picture quicker than the rest of us. They have more access to information than we regular folks do, and they are surrounded by other smart people with greater knowledge.

It stands to reason, even without specific evidence, that these people will use their power and influence to shape general behavior in ways that benefit them.

So, what does that look like?

The first question we need to ask is, where do most people get their information about the world around them? Once upon a time, it was the TV network news. Raise your hand if that's your primary source of news now. What? Nobody? Yup, that's our new reality.

For some, it's Facebook, Instagram, or TikTok. For others, it's YouTube. What do all of these platforms have in common? Go ahead and take a minute. It will come to you. Did you guess? It's the algorithm.

Let's unpack the algorithm. This is a complex set of rules that is applied to your feed. These rules determine what you see, and more importantly, what you don't see.

When you first join a social media network, the content you see in your feed is whatever is the most popular. The thinking of the algorithm designers is that if a lot of people liked it, then you will too. Of course, your tastes are unique, so some popular stuff won't appeal. When you click on or interact with the content you do like, the algorithm takes note and begins building a profile.

That profile becomes a feedback loop. Even though you may have many broad interests, once the feedback loop kicks in, unless you actively search for specific content, it keeps strengthening.

Eventually, your information bubble becomes impenetrable. Your searches for specific content have little weight in the feedback loop unless you NEVER click on anything in your feed, which is hard to do because you are interested in what's there.

This is bad, but it is not what concerns me most. I am more concerned about the inability to access unpopular content. This is critical because much of the best content is not the sensationalized garbage designed to grab your attention.

The rich and powerful people who control these platforms are guiding the rules governing their algorithms. We might assume they are focused solely on attention to better monetize their platform, but we don't know that.

Algorithms are a black box, and they control our view of the world. This should be untenable. The government should demand that the algorithms be open-source and completely transparent. A few politicians are calling this out, but many (most?) of them are complicit. The black box serves them, too.

It's like asking politicians to vote for public financing of elections. They will never do it because they are the victims of that change.

Being able to craft a narrative and have hundreds or even thousands of different people amplify it is so powerful that nobody in control will ever willingly give it up.

I have recently started posting on Bluesky. It is the only social media platform that lets you control what appears in your feed — 100%. Their algorithm is simply to present the content I choose to include. Ironically, they are the least popular of all of the social media platforms. Why? They are not manipulating you into the attention trap.

If all the other platforms are energy drinks, Bluesky is water. It's the best thing for us, but it's not an easy choice. Where this leads, I can only guess, but democracy relies on a well-informed public, and that ain't happening.