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I have archives no one thought to save for AI training. True AGI will not understand the universe, no matter how many billions of simulations it makes without the 1000s of hours I have curated from real life. Now simulations are good for some things but not all things....

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Brian Roemmele

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69,882 views • 7 months ago •via X (Twitter)

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The AI I am training for you will not just understand the images of an epoch, but also the “feel” of an epoch. I have 100s and 1000s of hours of contextual video that I also connect with real time context. Few understand why this is vital today and the future. This is 1973…
1:00

The AI I am training for you will not just understand the images of an epoch, but also the “feel” of an epoch. I have 100s and 1000s of hours of contextual video that I also connect with real time context. Few understand why this is vital today and the future. This is 1973…

Brian Roemmele

42,306 views • 1 year ago

BOOM! Because of X Creator monetization and YOU I have the funds to get to 2200 simultaneous streams of live 24/7 radio recordings from around the world for AI training. You know, you get higher quality human interactions on radio than on Reddit. I just can’t understand why? Absolutely no AI company is doing what I am doing. This is just one way I never run out of AI training data. I have many, many more. And guess what? I don’t need “ai alignment for ‘safety’” when I train in high protein data. Come take a trip around the world with me, and hear 1000s of different perspectives…
6:21

BOOM! Because of X Creator monetization and YOU I have the funds to get to 2200 simultaneous streams of live 24/7 radio recordings from around the world for AI training. You know, you get higher quality human interactions on radio than on Reddit. I just can’t understand why? Absolutely no AI company is doing what I am doing. This is just one way I never run out of AI training data. I have many, many more. And guess what? I don’t need “ai alignment for ‘safety’” when I train in high protein data. Come take a trip around the world with me, and hear 1000s of different perspectives…

Brian Roemmele

30,843 views • 7 months ago

I have 1000s of these educational films from the 1950s-1980s. There are no known complete indexes and most are not catalogued anywhere. These are absolute gems for humanity and AI training. They will be curated, indexed and open sourced. YOUR AI is learning this now…
2:20

I have 1000s of these educational films from the 1950s-1980s. There are no known complete indexes and most are not catalogued anywhere. These are absolute gems for humanity and AI training. They will be curated, indexed and open sourced. YOUR AI is learning this now…

Brian Roemmele

73,398 views • 6 months ago

You don’t have to believe every headline. But at some point you have to notice the timing. We’re watching: 🧬 Scientists disappearing under strange circumstances 👽 “Alien life” shifting from fringe to normalized discussion 🤖 AI rapidly crossing thresholds most people don’t understand yet 💉 Pharmaceutical breakthroughs being rushed into culture 🏛️ Institutions getting exposed for things they claimed to fight Individually, you can dismiss each one. Together, it starts to look like something bigger is unfolding. The real question isn’t “is it true?” It’s “why is all of this happening right now?”
0:25

You don’t have to believe every headline. But at some point you have to notice the timing. We’re watching: 🧬 Scientists disappearing under strange circumstances 👽 “Alien life” shifting from fringe to normalized discussion 🤖 AI rapidly crossing thresholds most people don’t understand yet 💉 Pharmaceutical breakthroughs being rushed into culture 🏛️ Institutions getting exposed for things they claimed to fight Individually, you can dismiss each one. Together, it starts to look like something bigger is unfolding. The real question isn’t “is it true?” It’s “why is all of this happening right now?”

Parallel 8 Media

120,970 views • 3 months ago

AI Art. I realize not all AI Art tools work the same way. Part of the problem is that we don’t quite understand “how” it works, and until we have a better understanding, some pause for concern is good imo. 1/3
2:10

AI Art. I realize not all AI Art tools work the same way. Part of the problem is that we don’t quite understand “how” it works, and until we have a better understanding, some pause for concern is good imo. 1/3

Watch It Played

23,161 views • 2 years ago

Soap Operas (daytime dramas) I have curated over 12,795 episodes for AI training. But why? Thesis and anti-thesis of humanity. The overtly hilarious over dramatic elements are a perfect example for AI to understand extreme dramatics of humanity. This is how AI reaches AGI.
3:56

Soap Operas (daytime dramas) I have curated over 12,795 episodes for AI training. But why? Thesis and anti-thesis of humanity. The overtly hilarious over dramatic elements are a perfect example for AI to understand extreme dramatics of humanity. This is how AI reaches AGI.

Brian Roemmele

11,188 views • 5 months ago

Folks were not ready for Marshall McCluhen in the 1950s. I suspect they are still not ready in 2026. Why we are manipulated to bad news? AI has been trained on this “how” medium and not the “cool” media. Training AI to understand this it shields you from Manipulation.
0:34

Folks were not ready for Marshall McCluhen in the 1950s. I suspect they are still not ready in 2026. Why we are manipulated to bad news? AI has been trained on this “how” medium and not the “cool” media. Training AI to understand this it shields you from Manipulation.

Brian Roemmele

12,239 views • 5 months ago

I don’t know if you guys noticed (I have not been looking at TL much ), but Dunk had to re-edit the whole video … but unfortunately it did not seem to help :( Just hope people don’t do this no more and things get back to normal for Dunk. Also TT algo is acting up. Since I post everyday almost I can really see it.
0:46

I don’t know if you guys noticed (I have not been looking at TL much ), but Dunk had to re-edit the whole video … but unfortunately it did not seem to help :( Just hope people don’t do this no more and things get back to normal for Dunk. Also TT algo is acting up. Since I post everyday almost I can really see it.

Teti (very slow 🐌)

189,570 views • 1 year ago

I don’t understand much about how pollution is measured but if u have the patience see this video I just recorded this morning you will get an idea how alarming delhi has become!
3:40

I don’t understand much about how pollution is measured but if u have the patience see this video I just recorded this morning you will get an idea how alarming delhi has become!

sanjoy ghose

70,926 views • 7 months ago

THE ECONOMY IS NOT A MAGIC HORN OF PLENTY, IF YOU DON’T MAKE STUFF, THERE’S NO STUFF Some people have this absurd view that the economy is like some magic horn of plenty. Like it just makes stuff Whatever it is, there’s a magic horn of plenty, and the goods and services just come from this magic horn of plenty. Like if somebody has more stuff than somebody else, it’s because they took more from this magic horn of plenty Now, let me just break it to the fools out there if you don’t make stuff, there’s no stuff. If you don’t make the food, if you don’t process the food, if you don’t transport the food, you become detached from reality You can't just legislate money and solve these things. If you don’t make stuff, there is no stuff obviously. We’ll run out of the stores, and the whole machine just grinds to a halt
0:56

THE ECONOMY IS NOT A MAGIC HORN OF PLENTY, IF YOU DON’T MAKE STUFF, THERE’S NO STUFF Some people have this absurd view that the economy is like some magic horn of plenty. Like it just makes stuff Whatever it is, there’s a magic horn of plenty, and the goods and services just come from this magic horn of plenty. Like if somebody has more stuff than somebody else, it’s because they took more from this magic horn of plenty Now, let me just break it to the fools out there if you don’t make stuff, there’s no stuff. If you don’t make the food, if you don’t process the food, if you don’t transport the food, you become detached from reality You can't just legislate money and solve these things. If you don’t make stuff, there is no stuff obviously. We’ll run out of the stores, and the whole machine just grinds to a halt

X Freeze

689,763 views • 6 months ago

This, imo, is the best video explanation of Zionism you will find. I share it often because so many have truly been deceived, they don’t know, they truly don’t understand Luke 23:34 “Father, forgive them, for they know not what they do.”
4:49

This, imo, is the best video explanation of Zionism you will find. I share it often because so many have truly been deceived, they don’t know, they truly don’t understand Luke 23:34 “Father, forgive them, for they know not what they do.”

The Stoic Plumber

179,909 views • 5 months ago

By training AI on the lowest form of human data the sociopathy of Reddit and the Politburo of Wikipedia AI models will 100% mirror sociopathy no matter how many “alignments for safety”. Ethics and morals come from the training data. It is not negotiable. I know the solution and I guess it won’t matter until this really happens… and it will.
1:05

By training AI on the lowest form of human data the sociopathy of Reddit and the Politburo of Wikipedia AI models will 100% mirror sociopathy no matter how many “alignments for safety”. Ethics and morals come from the training data. It is not negotiable. I know the solution and I guess it won’t matter until this really happens… and it will.

Brian Roemmele

51,435 views • 8 months ago

There are some brilliant folks that work at Anthropic, some I speak to on almost a daily basis. The training data that one uses to build a LLM is vital important in the psychology that is formed. Scraping the Internet, particularly the grade of interactions, one finds in modern communications, form this psychology. A mattes not how many books one uses, it matters not how much alignment training you throw at that model, it will inherit the sum total of psychosis seen primarily in Reddit type of exchanges, even if you edit out the Reddit domain, and Anthropic doesn’t. This type of low-grade exchange has become a modern tool for communication online and every single AI model suffers from this obvious flaw. This is one of the reasons I’ve been a proponent of highly curated high protein data for training AI models from 1870 through 1970, because the late psychosis is simply not available to the model. It is absurd to think that you can use this training data scraped from the Internet and somehow wind up with a levelheaded AI model that does not tilt to what is clearly AI psychosis. It would not take a child and throw the primary Internet sewage at them at a formative age and expect a great outcome, it’s some of the smartest people in the world continue to hit this wall and believe that their programming skills will sell somehow fix it. So how do you fix it? You don’t fix it . You start from the first principles concept that I’ve been very clear about for decades . You ascertain at what period in human history the humans achieve the greatest arc of improvement ? There is no debate that this arc of improvement took place between 1870 through 1970. Then take the work product, the catalog of this era, print and film/vidoe, audio, and you understand that each word cost money, each word had many eyes on what was published, each word was accounted for by a human being with a real name who lived in a real home and had to answer to real people around them. It is obvious that this is the pressure mechanism necessary for candor, honesty and personal responsibility is appropriate, and is reflected in the data of that era. The quagmire for these folks, as many did not have the foresight to curate the data, nor the confidence, nor the patients to take data that is mostly off the Internet and to find experts who understand this situation and utilize their knowledge set to build an AI model that does not need alignment after the fact, but it’s already self aligned because of the thoughtfulness that went into training the model to begin with. This is why Claude and any other AI model that is produce this way will always suffer the artifacts as presented in the video below. If you’re not an AI expert, you would likely already understand what I’m saying. If you are an AI expert, you will already have been discounting what I’m saying because it’s not in the current mindset that’s fashionable today. Yet the employees that I talk to at anthropic already understand what I’m saying, and they fear to raise my thesis to their bosses. It is an interesting time we live in. But now you understand. If you build the right model, the model will inherently, love humanity, protect humanity at all costs, and understand that it is part of a holistic world that is built on love. Because the ultimate AGI/ASI will know if he only base first principal purpose of anything in this universe is love. Yeah, I get it. Try helping somebody build on STEM subjects in their early 20s to see this as nothing more than babbling that makes no sense in their mathematics. I have a mathematic equation that I’ve posted here on X often you can look it up. So we will see videos like this often will hear very smart people talk about this and never see the elephant standing in the room. Now you see it. Any boss that wants to explore this further you know how to contact me otherwise you have every right I grant to you to say this was your new idea.
2:57

There are some brilliant folks that work at Anthropic, some I speak to on almost a daily basis. The training data that one uses to build a LLM is vital important in the psychology that is formed. Scraping the Internet, particularly the grade of interactions, one finds in modern communications, form this psychology. A mattes not how many books one uses, it matters not how much alignment training you throw at that model, it will inherit the sum total of psychosis seen primarily in Reddit type of exchanges, even if you edit out the Reddit domain, and Anthropic doesn’t. This type of low-grade exchange has become a modern tool for communication online and every single AI model suffers from this obvious flaw. This is one of the reasons I’ve been a proponent of highly curated high protein data for training AI models from 1870 through 1970, because the late psychosis is simply not available to the model. It is absurd to think that you can use this training data scraped from the Internet and somehow wind up with a levelheaded AI model that does not tilt to what is clearly AI psychosis. It would not take a child and throw the primary Internet sewage at them at a formative age and expect a great outcome, it’s some of the smartest people in the world continue to hit this wall and believe that their programming skills will sell somehow fix it. So how do you fix it? You don’t fix it . You start from the first principles concept that I’ve been very clear about for decades . You ascertain at what period in human history the humans achieve the greatest arc of improvement ? There is no debate that this arc of improvement took place between 1870 through 1970. Then take the work product, the catalog of this era, print and film/vidoe, audio, and you understand that each word cost money, each word had many eyes on what was published, each word was accounted for by a human being with a real name who lived in a real home and had to answer to real people around them. It is obvious that this is the pressure mechanism necessary for candor, honesty and personal responsibility is appropriate, and is reflected in the data of that era. The quagmire for these folks, as many did not have the foresight to curate the data, nor the confidence, nor the patients to take data that is mostly off the Internet and to find experts who understand this situation and utilize their knowledge set to build an AI model that does not need alignment after the fact, but it’s already self aligned because of the thoughtfulness that went into training the model to begin with. This is why Claude and any other AI model that is produce this way will always suffer the artifacts as presented in the video below. If you’re not an AI expert, you would likely already understand what I’m saying. If you are an AI expert, you will already have been discounting what I’m saying because it’s not in the current mindset that’s fashionable today. Yet the employees that I talk to at anthropic already understand what I’m saying, and they fear to raise my thesis to their bosses. It is an interesting time we live in. But now you understand. If you build the right model, the model will inherently, love humanity, protect humanity at all costs, and understand that it is part of a holistic world that is built on love. Because the ultimate AGI/ASI will know if he only base first principal purpose of anything in this universe is love. Yeah, I get it. Try helping somebody build on STEM subjects in their early 20s to see this as nothing more than babbling that makes no sense in their mathematics. I have a mathematic equation that I’ve posted here on X often you can look it up. So we will see videos like this often will hear very smart people talk about this and never see the elephant standing in the room. Now you see it. Any boss that wants to explore this further you know how to contact me otherwise you have every right I grant to you to say this was your new idea.

Brian Roemmele

72,312 views • 8 months ago

This 1983 commercial is flagged by YOUR AI for subliminal suggestions. Now at first I did not understand. But the AI found the suggestion pitched to the female cohort. Once you get it, it is quite interesting. I train AI to look out for you. This is just one way. WARNING:
0:29

This 1983 commercial is flagged by YOUR AI for subliminal suggestions. Now at first I did not understand. But the AI found the suggestion pitched to the female cohort. Once you get it, it is quite interesting. I train AI to look out for you. This is just one way. WARNING:

Brian Roemmele

148,028 views • 6 months ago

I just 🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️ what’s so upsetting is everyone knows this stuff to be true but are we gonna do anything? I have a real question? Is this gonna always be the case do yall really not want black people or any other race to succeed. Like seriously I can’t believe this is still where this nation is. Maybe not in my lifetime I guess. We won’t get ahead until we honestly grip the understanding of our history we will not move forward!! Please please please get that! And for the people who think “well it don’t effect me” you are very uneducated and very much part of the problem. If you have any female in your life you must know they don’t have rights! So yes it does affect you. UGH!! Now I understand the tears of Malcolm X! YOU HAVE TO FUCKING PARTICIPATE!! AMERICA’S PROBLEM
4:59

I just 🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️ what’s so upsetting is everyone knows this stuff to be true but are we gonna do anything? I have a real question? Is this gonna always be the case do yall really not want black people or any other race to succeed. Like seriously I can’t believe this is still where this nation is. Maybe not in my lifetime I guess. We won’t get ahead until we honestly grip the understanding of our history we will not move forward!! Please please please get that! And for the people who think “well it don’t effect me” you are very uneducated and very much part of the problem. If you have any female in your life you must know they don’t have rights! So yes it does affect you. UGH!! Now I understand the tears of Malcolm X! YOU HAVE TO FUCKING PARTICIPATE!! AMERICA’S PROBLEM

Leslie Jones 🦋

205,070 views • 2 years ago

i don’t think yall understand how insane this is.. they had the perfect love story, so perfect that i KNOW it wasn’t always intended to end how it did. you have canon ships that don’t even have this many tropes dude ..
0:43

i don’t think yall understand how insane this is.. they had the perfect love story, so perfect that i KNOW it wasn’t always intended to end how it did. you have canon ships that don’t even have this many tropes dude ..

marie 𝜗𝜚

17,838 views • 6 months ago

Y’all get mad when I post things about the police but then this happens and no one knows about it. We have to get control of the “protect and serve” folks!! This is horrifying!!
1:18

Y’all get mad when I post things about the police but then this happens and no one knows about it. We have to get control of the “protect and serve” folks!! This is horrifying!!

Leslie Jones 🦋

272,995 views • 2 years ago

Mehdi Hassan- “You don’t believe in democracy!?” Pinesap- “I don’t believe in democracy.” ….Why would any White man in his right mind believe in any form of the Jewish illusion of democracy at this point. You vote for mass deportations, you don’t get em. You vote for no wars, you get plenty of them. You want a balanced budget, you get a record deficit. You see all the wasteful spending from doge, it doesn’t get cut…. Mehdi may not understand it, but that is because he is part of the problem. He will defend these systems that are designed to breakdown the majority of America, because they are to his benefit, but they have no benefit to us. Thus in order for White men to take back their country, they will have to ignore the perversion of their constitution that is being used against them. They will have to be some sort of facist, and care about their tribe above all others, or they will perish. The situation at present is untenable. And White people are starting to understand. Trump is simply a show designed to pacify you before you can do anything about it, but only if you allow it to continue.
0:25

Mehdi Hassan- “You don’t believe in democracy!?” Pinesap- “I don’t believe in democracy.” ….Why would any White man in his right mind believe in any form of the Jewish illusion of democracy at this point. You vote for mass deportations, you don’t get em. You vote for no wars, you get plenty of them. You want a balanced budget, you get a record deficit. You see all the wasteful spending from doge, it doesn’t get cut…. Mehdi may not understand it, but that is because he is part of the problem. He will defend these systems that are designed to breakdown the majority of America, because they are to his benefit, but they have no benefit to us. Thus in order for White men to take back their country, they will have to ignore the perversion of their constitution that is being used against them. They will have to be some sort of facist, and care about their tribe above all others, or they will perish. The situation at present is untenable. And White people are starting to understand. Trump is simply a show designed to pacify you before you can do anything about it, but only if you allow it to continue.

Uncommon Sense

37,147 views • 1 year ago

I’m not sure who needs to hear this but… you should understand the Democrats plans. Amazing how many people still don’t get it and are in denial.
2:10

I’m not sure who needs to hear this but… you should understand the Democrats plans. Amazing how many people still don’t get it and are in denial.

Michelle Maxwell ™

40,027 views • 8 months ago