AlanRM

Historian. Occultist. Bitcoiner. 🏛🎴#BTC

[AlanRM @Alan_RoMa86]

@elonmusk Good you embrace and share this beautiful culture.

[AlanRM @Alan_RoMa86]

@historyinmemes What's the meaning of having all free if there's nothing to ask for? Pure and evil Demagogue.

[édgar núñez i magaña  @EdgarNunezM]

Les voy a decir otra verdad; en el estadio sí había ambiente, pero se sentía raro. Había mucho invitado especial ( como yo ) que no necesariamente iba por pasión al fútbol.
Creo que encarecieron tanto la experiencia de asistir que mucha gente que sí vive el fútbol desde el corazón se quedó fuera. Y quienes estábamos ahí, aunque agradecidos y emocionados, no siempre supimos generar el ambiente que un partido así merece.
Yo, por ejemplo, no usé el celular, apenas tomé dos fotos e intenté disfrutar el momento. Pero siendo sincero, no di el ancho como aficionado al fútbol. Lo di como mexicano: se me hizo un nudo en la garganta durante el himno, me emocioné al ver nuestra bandera y sentí orgullo de estar ahí. Pero cuando rodó el balón, no lo viví con la intensidad de quien sigue este deporte toda la vida.
Y estoy seguro de que había muchos como yo.
Es una lástima que gran parte de las gradas no estuvieran ocupadas por quienes verdaderamente aman el fútbol, porque son ellos quienes convierten un estadio en algo mucho más grande que un simple partido.

[Middle Eastern Affairs @OpsHQs]

🇲🇽 Mexico: Burning of the Israeli flag in Guadalajara

Israel is hated everywhere

[Nav Toor @heynavtoor]

You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice.

You thought it was you. It is not you.

Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse.

Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like.

The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation.

Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first.

What remains is the average. The safe. The expected. The bland.

Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved.

They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data.

The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment."

The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible.

This is not a prediction anymore. It is a diagnosis.

The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world.

Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.

[Vero Islas @LOVREGA]

Pensé que era una exageración comparar a México con Venezuela.

Hoy me doy cuenta de que Hugo Chávez fue el maestro de López Obrador y Claudia Sheinbaum.

Lentamente, pero vamos en camino de la venezolanización.

[Cole Walmsley @Cole_Walmsley]

I found the best way to bankrupt the government.

It comes from a Russian quantum physicist.

---

In 2004, a man named Vadim Zeland wrote a book titled, "Reality Transurfing."

In the book, he introduces a concept called “pendulums” that explains why fighting the government never works.

The government's operation is absurd.

-$39 trillion in debt
-Funding wars you never voted for
-Printing money whenever they want
-Endlessly taxing you in every direction
-Selling new bonds to pay off old bonds
-Politicians retiring as multimillionaires on $174,000 salaries

But here’s the thing…

Accountability won’t come from the system. That’s why Zeland’s concept of “pendulums” is so important.

A pendulum is anything that lives off your attention and emotion (energy-in-motion).

Religions, political movements, businesses, group chats, diet trends… these are all pendulums that feed on attention and energy.

If the world collectively withdrew its energy from Buddhism, Buddhism would dissolve.

If America collectively withdrew its energy from the Democratic or Republican party, it would dissolve.

It’s like food to a person. If you stop giving it food, it will die.

Your government is a pendulum, but… there's a key point to understand.

The government feeds on your attention and your energy. But that is not its primary food source.

Its primary food source is fiat money. The money they print, control, and force you to use.

They have an unlimited supply of it. They can tax it however they want. They get to enforce the rules around it. Their money endlessly feeds them, by design.

That’s why you can vote whoever you want into office, but nothing will change — because the money hasn’t changed. Their primary source of fuel hasn’t changed.

The pendulum stays alive as long as their money stays alive.

That’s the key thing to understand. The money is the target.

If you actually want to end the government’s fraud, you have to stop using their money. You have to withdraw your energy from their system. You have to starve them.

You do that by starving the source of their food. If they can’t eat, they will die. If they don’t have their money, they will die.

If the government didn’t have an infinite source of money that they control at will, they could never rack up $39 trillion in debt. But because they *do* have an infinite source of money that they control at will, they have an endless source of food.

That’s the target.

It was never the politicians. It was always the money.

So how do you actually starve the pendulum?

Zeland gives us the answer — he calls it “extinguishing the pendulum.”

Every pendulum has a script it expects you to follow. The script is designed to provoke a reaction out of you, to get you to swing your energy toward the pendulum.

It wants to hook you like a fish.

For example, think of a hostile comment you receive online. That comment is a pendulum. It wants your energy.

When you defend yourself, think about a clever reply, escalate, hurl an insult back — you feed it.

The pendulum doesn’t care if you agree or disagree. It just wants your energy.

Complaining about the government only feeds the pendulum of the government. It’s exactly what the government wants. It wants you to bite. It wants to keep you in its frequency. It wants to keep you in its game.

So how do you actually win?

You don’t.

You leave the game.

Extinguishing the pendulum means breaking the script.

You break the script by offering an abnormal response.

When a pendulum tries to provoke you, you do something completely off-script, something that doesn’t fit the game it’s trying to play.

You shift to a different frequency and play a different game.

Suddenly, the pendulum has nothing to grab onto.

The best way to bankrupt the government is simple:

You stop using their money.

The government’s entire script is dependent on you using their money.

Their monetary system is designed to feed them energy.

When you work for their money, they tax it.

When you spend their money, they tax it.

When you hold their money, they quietly steal it through inflation.

Here’s the devastating part.

To function in modern life, you need money — and the fiat monetary system is designed as a monopoly.

They create legal tender laws which mandate the use of their money — and their money only — for taxes and debts.

If you don’t pay your taxes in their money, you get fined, your assets get seized, or you get sent to jail.

They coerce you into their pendulum under the threat of violence.

It’s the trap inside the trap. It’s not just that they feed on fiat money. It’s that they’ve made it illegal to not use fiat money.

For as long as fiat governments have existed, there was no true off-script move.

You could complain. You could vote. You could move countries, only to find another version of the same system awaiting you.

You were always left inside their monetary system. You were always hooked to their pendulum.

The only real exit was leaving the grid entirely. You would have to stop using money, close your bank accounts, and disengage from modern life altogether.

People’s yearning to live “off-grid” is simply a desire to escape the fiat pendulum.

But they made it inescapable.

Until 2009.

---

Satoshi Nakamoto created Bitcoin to be the off-script move.

The abnormal response.

The different game.

Bitcoin was designed to extinguish the pendulum of fiat.

Previously, it could never be done, because there was never a different frequency to shift to, other than going completely off-grid.

Bitcoin is, for the first time, the truly different frequency of money that you can shift to.

It doesn’t argue with fiat.

It doesn’t demand accountability.

It doesn’t run for office.

It doesn’t ask for permission.

It doesn’t try to reform the Fed, or audit gold, or pass legislation.

It doesn’t even acknowledge fiat as a worthy opponent.

It simply exists as a completely different frequency, governed by a completely different set of rules:

1. The protocol is neutral — it has no political ties.

2. The system is transparent — you can verify the rules for yourself.

3. The supply is fixed — it cannot be inflated.

4. The network is permissionless — you don't need permission from banks and governments to use it.

5. The protocol is decentralized — there is no central party manipulating the system.

6. The supply issuance is based on math — not what a group of elites thinks is best.

Every single one of those traits is the dead opposite of fiat.

Bitcoin swings the pendulum of money in the opposite direction — and that’s exactly what’s required to extinguish fiat.

No matter who you’ve voted for, the government hasn’t changed.

The system remains the same, because the money remains the same.

The off-script move isn’t to vote with your ballot. That’s the script fiat wants you to follow.

The off-script move is to vote with your money.

The off-script move is to stop using their money and shift to a different game.

That’s how you stop feeding the government.

That’s how you starve the pendulum.

The best part?

Zeland notes that when you extinguish a pendulum, its energy doesn’t disappear.

It returns to you.

Every dollar you hold in fiat is energy you’ve been losing your whole life — to inflation, to taxes, to a government with trillions in debt.

When you shift to Bitcoin, all of that energy comes back to you.

What previously went to the government and all their closest friends now flows to you.

That difference in energy is the pendulum being extinguished in real-time.

It’s the power shifting from the top of the system to you.

You don’t have to protest.

You don’t have to wait for an election.

You don’t have to vote anybody into office.

You can stop feeding their system, right now.

Bitcoin exists, right now. The network is open. For anybody, at any time.

All you have to do is shift.

That’s how it ends.

[AlanRM @Alan_RoMa86]

@KimDotcom It seems he already knows it and don't care at all.

[AlanRM @Alan_RoMa86]

@MetroCDMX 30 minutos de retraso en línea azul!!! De qué se trata?! Insufrible!!! @AdrianRubalcava

[AlanRM @Alan_RoMa86]

@MetroCDMX @gonzalo78495 No se ha agilizado nada. Ya va para 30 min de retraso.

[AlanRM @Alan_RoMa86]

@elzorrotacneno Como de que el Carlos Trejo de la Salud no existe.

[AlanRM @Alan_RoMa86]

@ajbauer8 Clara muestra de que las mujeres siempre sacan todo de contexto.

[The General @1776General_]

Anyone ever ask "WHY" they were kicked out of every place they lived?

[AlanRM @Alan_RoMa86]

@btcmx_ Oye @Bitso qué respuesta tienes a la demora de retiro de este usuario? Así la aplicas con todos?

[Virtud Mental @VirtudMental]

Estás aburrido porque no haces misiones secundarias, hermano.

La vida es más que sólo trabajar y pudrirse en la cama.

Aquí hay 50 misiones secundarias para completar:

[AlanRM @Alan_RoMa86]

@thebtcdad Hi 🖖🏼

[Massimo @Rainmaker1973]

Punch Monkey (パンチくん)

An animated short film by Hashem Al-Gahili.

[🎞️ HashemGhaili]

[Kim Dotcom @KimDotcom]

Germans when they realize they are not going to be blamed for WWIII

[el.cine @EHuanglu]

the first official AI movie is here and.. its wild

China’s top director Jia Zhangke was so impressed by Seedance 2.0 that he made a film himself.. in just 3 days

when asked if AI will replace filmmakers, he said cinema has always moved with tech. Digital cameras didn’t kill film. AI will just make it faster, simpler and better

meanwhile Hollywood is busy hunting down AI creators and filing lawsuits

check out this masterpiece

[AlanRM @Alan_RoMa86]

@arceyul IA, thanks.