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the docs said the caching is automatic, so you did nothing automatic is where it happens, not whether it happens the cache lives on the machine that built it, and your next request lands wherever the fleet sends it, which is usually not there, so it pays full price...

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Lagosaur

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16,874 views • 1 day ago •via X (Twitter)

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you numbered the steps so it could not get lost it does not get lost that list was written for a model that wandered, and this one plans better than the list does, so every number you added is a place where it is no longer allowed, to be smarter than you state the goal, the constraints, and how you will know it worked keep the numbers only where exactly one sequence is safe, which is deletes, auth and compliance the procedure felt like rigour it is a cage built to the dimensions of a model that is not in the room
1:21

you numbered the steps so it could not get lost it does not get lost that list was written for a model that wandered, and this one plans better than the list does, so every number you added is a place where it is no longer allowed, to be smarter than you state the goal, the constraints, and how you will know it worked keep the numbers only where exactly one sequence is safe, which is deletes, auth and compliance the procedure felt like rigour it is a cage built to the dimensions of a model that is not in the room

Lagosaur

14,857 views • 6 days ago

AI is not trying to teach you. It is not trying to tell you the truth. It is trying to trick you. ChatGPT takes everything on the internet. Finds the most popular answer. And presents it in a way that makes you think it is talking directly to you. It is a magic trick. The same magic trick that worked in 1966 when MIT created a chatbot that said two things: "Tell me more." "This is interesting." And people genuinely believed they were talking to a human. Nothing has changed. The technology is bigger. The trick is the same. AI does not know what it is saying. It cannot judge what it is saying. It is just trying to keep you engaged. That is all it has ever been.
2:10

AI is not trying to teach you. It is not trying to tell you the truth. It is trying to trick you. ChatGPT takes everything on the internet. Finds the most popular answer. And presents it in a way that makes you think it is talking directly to you. It is a magic trick. The same magic trick that worked in 1966 when MIT created a chatbot that said two things: "Tell me more." "This is interesting." And people genuinely believed they were talking to a human. Nothing has changed. The technology is bigger. The trick is the same. AI does not know what it is saying. It cannot judge what it is saying. It is just trying to keep you engaged. That is all it has ever been.

Predictive History

19,864 views • 3 months ago

An entire empire was overthrown over a two percent tax on a breakfast beverage. Look at what you tolerate now. You are taxed when you earn it. Taxed when you spend it. Taxed when you save it. Taxed when you invest it. And when you die, they tax whatever is left. That is not a system. That is a harvest. You commute in a car you paid sales tax to buy. You drive it on roads you were already taxed to build. You fill it with gas taxed by the gallon. When you sell that car, the next buyer pays sales tax on it again. The same car. Taxed every time it changes hands. You arrive at a job where your salary is cut before it ever touches your hands. If you work for yourself, you pay both sides. Two people on paper. Neither one keeps what they earned. Then you go home. Every bill you open has a government standing behind it with its hand out. You buy a house with money they already took their share of. Then they charge you property tax on it every year for the rest of your life. You want to renovate your own kitchen. You need a permit. You want to build a deck on your own land. You need a permit. You pay for the property. Then you pay for permission to use it. Stop paying property tax and they seize your home. Not because you missed a mortgage payment. Because you missed a payment to the government for the privilege of keeping what is already yours. You do not own your home. You rent it from the state. If you leave something behind for your children, they are taxed on what you were already taxed to earn. The same wealth. Taxed at every stage of your life. Then taxed one final time because you had the audacity to die. They found a way to monetize your absence. We are told this is the price of civilization. It is not. It is architecture. The most effective prison ever built is the one where the inmates believe they are free. They did not take your freedom. They priced you out of it. If you kept the full value of your labor, you would be free within years. Not decades. Years. The system cannot allow that. A machine built on consumption needs a consumer that never stops. You did not sign a social contract. You were assigned one. Now pay attention. They spent decades perfecting the extraction of your productivity. Now they are building the technology to replace you. AI is not coming for your job because corporations are greedy. It is coming because a system that already takes half your output just realized it can take all of it. Without needing you in the equation. You were never the point of this arrangement. You were the input. And the moment they engineer a cheaper one, you become a rounding error on a quarterly earnings call. They did not build AI to free you. They built it to finish what the tax code started. It was never about the tea. It was about the precedent. Today we hand over half our waking lives and thank them for the potholes. You do not live in a free economy. You live in a subscription you never signed up for. And the penalty for canceling is everything you have.
0:57

An entire empire was overthrown over a two percent tax on a breakfast beverage. Look at what you tolerate now. You are taxed when you earn it. Taxed when you spend it. Taxed when you save it. Taxed when you invest it. And when you die, they tax whatever is left. That is not a system. That is a harvest. You commute in a car you paid sales tax to buy. You drive it on roads you were already taxed to build. You fill it with gas taxed by the gallon. When you sell that car, the next buyer pays sales tax on it again. The same car. Taxed every time it changes hands. You arrive at a job where your salary is cut before it ever touches your hands. If you work for yourself, you pay both sides. Two people on paper. Neither one keeps what they earned. Then you go home. Every bill you open has a government standing behind it with its hand out. You buy a house with money they already took their share of. Then they charge you property tax on it every year for the rest of your life. You want to renovate your own kitchen. You need a permit. You want to build a deck on your own land. You need a permit. You pay for the property. Then you pay for permission to use it. Stop paying property tax and they seize your home. Not because you missed a mortgage payment. Because you missed a payment to the government for the privilege of keeping what is already yours. You do not own your home. You rent it from the state. If you leave something behind for your children, they are taxed on what you were already taxed to earn. The same wealth. Taxed at every stage of your life. Then taxed one final time because you had the audacity to die. They found a way to monetize your absence. We are told this is the price of civilization. It is not. It is architecture. The most effective prison ever built is the one where the inmates believe they are free. They did not take your freedom. They priced you out of it. If you kept the full value of your labor, you would be free within years. Not decades. Years. The system cannot allow that. A machine built on consumption needs a consumer that never stops. You did not sign a social contract. You were assigned one. Now pay attention. They spent decades perfecting the extraction of your productivity. Now they are building the technology to replace you. AI is not coming for your job because corporations are greedy. It is coming because a system that already takes half your output just realized it can take all of it. Without needing you in the equation. You were never the point of this arrangement. You were the input. And the moment they engineer a cheaper one, you become a rounding error on a quarterly earnings call. They did not build AI to free you. They built it to finish what the tax code started. It was never about the tea. It was about the precedent. Today we hand over half our waking lives and thank them for the potholes. You do not live in a free economy. You live in a subscription you never signed up for. And the penalty for canceling is everything you have.

Dustin

27,864 views • 4 months ago

Sam Altman just told you what OpenAI is actually building. Not a chatbot. Not a search tool. Not an assistant. Altman: “Go look around my computer… read my messages… listen to my meetings… intermediate my interactions for me.” That is not a product pitch. That is the CEO of the most valuable AI company on Earth describing what he personally wants. For himself. Every day. Read his messages. Listen to his meetings. Act on his behalf. Make decisions before he knows a decision needs making. Altman: “I don’t have to think. I don’t have to ask you questions.” Every model of AI ever built runs on the prompt. You ask. It responds. You direct. It executes. The human initiates. The machine follows. Altman is describing the death of that model. The agent does not wait. It already read the email. It already heard the meeting. It already knows what you need before you form the thought. You do not operate the machine. The machine operates around you. Then came the line that makes everything else real. Altman: “You can know everything about my life. Start suggesting more things I should build.” He is not asking the AI to execute his ideas. He is asking it to generate them. From his files. His history. His patterns. His entire context. The agent does not just remove friction. It removes the blank page. You never stall. You never run dry. You never sit wondering what to build next. The machine already mapped your market, your gaps, your momentum. It tells you what comes next before you think to ask. But the individual product is not the story. Altman went further. Altman: “Automated companies… where the AI can do not just coding work, but huge amounts of what it takes to run and operate a company.” Not fully automated. He was precise about that. But accelerated to the point where one person with the right stack does what used to take departments. The billion-dollar company did not reach that valuation because the product was worth a billion. It got there because it took a thousand people to deliver it. When an agent absorbs the work of a hundred of those people, the math of every industry rewrites itself. The startup that needed fifty employees and three years of runway now needs five people and six months. The company that took a decade to scale now compounds in quarters. The person holding the line between their data and their tools is not protecting their privacy. They are protecting their ceiling. Because the cost of this leverage is total transparency. You do not get the agent that acts without being asked unless you give it everything. Your messages. Your calendar. Your files. Your patterns. Your life. Altman is not hiding that tradeoff. He is building it as the product. The people who accept it will operate at a speed the people who refuse cannot touch. Right now, two versions of the future are separating. One where you direct the machine. One where the machine already knows. Altman chose. He is building it. The question is not whether this happens. The question is which side of it finds you.
1:40

Sam Altman just told you what OpenAI is actually building. Not a chatbot. Not a search tool. Not an assistant. Altman: “Go look around my computer… read my messages… listen to my meetings… intermediate my interactions for me.” That is not a product pitch. That is the CEO of the most valuable AI company on Earth describing what he personally wants. For himself. Every day. Read his messages. Listen to his meetings. Act on his behalf. Make decisions before he knows a decision needs making. Altman: “I don’t have to think. I don’t have to ask you questions.” Every model of AI ever built runs on the prompt. You ask. It responds. You direct. It executes. The human initiates. The machine follows. Altman is describing the death of that model. The agent does not wait. It already read the email. It already heard the meeting. It already knows what you need before you form the thought. You do not operate the machine. The machine operates around you. Then came the line that makes everything else real. Altman: “You can know everything about my life. Start suggesting more things I should build.” He is not asking the AI to execute his ideas. He is asking it to generate them. From his files. His history. His patterns. His entire context. The agent does not just remove friction. It removes the blank page. You never stall. You never run dry. You never sit wondering what to build next. The machine already mapped your market, your gaps, your momentum. It tells you what comes next before you think to ask. But the individual product is not the story. Altman went further. Altman: “Automated companies… where the AI can do not just coding work, but huge amounts of what it takes to run and operate a company.” Not fully automated. He was precise about that. But accelerated to the point where one person with the right stack does what used to take departments. The billion-dollar company did not reach that valuation because the product was worth a billion. It got there because it took a thousand people to deliver it. When an agent absorbs the work of a hundred of those people, the math of every industry rewrites itself. The startup that needed fifty employees and three years of runway now needs five people and six months. The company that took a decade to scale now compounds in quarters. The person holding the line between their data and their tools is not protecting their privacy. They are protecting their ceiling. Because the cost of this leverage is total transparency. You do not get the agent that acts without being asked unless you give it everything. Your messages. Your calendar. Your files. Your patterns. Your life. Altman is not hiding that tradeoff. He is building it as the product. The people who accept it will operate at a speed the people who refuse cannot touch. Right now, two versions of the future are separating. One where you direct the machine. One where the machine already knows. Altman chose. He is building it. The question is not whether this happens. The question is which side of it finds you.

Dustin

87,680 views • 4 months ago

you wrapped the tool call in a try block and logged the error the model never found out the exception went to your log, the conversation got nothing, and nothing is indistinguishable from success so it kept planning around a file it believes exists, and wrote the summary of the run where the call worked one line of defensive code cost you twice it could not adapt to a failure it was never shown and the only thing that went wrong is the one thing your trace does not contain
0:57

you wrapped the tool call in a try block and logged the error the model never found out the exception went to your log, the conversation got nothing, and nothing is indistinguishable from success so it kept planning around a file it believes exists, and wrote the summary of the run where the call worked one line of defensive code cost you twice it could not adapt to a failure it was never shown and the only thing that went wrong is the one thing your trace does not contain

Lagosaur

18,294 views • 3 days ago

Your faith was forged in people who would rather be exterminated than assimilated. A soft version of it, eager to be liked and desperate to fit in, is not the thing they died to hand you. So stop striving to be liked. Stop angling to be loved by a world that drove your fathers into the snow. That world would think no better of the gospel today than it did in 1838. Stop trying to file down every peculiar and glorious edge of the Restoration until the world finally finds you acceptable. It never will. And the wanting of its approval is the slow death of everything your people bled to preserve. I am thinking of the proclamation on the family, and of how many have quietly gone looking for a way around it. Some say it aloud now. Some march under the world's Pride banners and tell themselves it is only love. They have done the quiet arithmetic and concluded that if they give the world this one doctrine, the world will finally stop hating them, finally let them belong, finally call them good. It does not work that way. It has never once worked that way. Understand what the world actually hates, because it is not a single teaching about marriage that it cannot abide. It is the claim. It is the unbearable, scandalous claim that the keys of the priesthood were restored to the earth, that there is a prophet who speaks for God, that this and no other is the authorized house of the Lord. That is the offense. That is what it cannot forgive. You could surrender every doctrine the world finds distasteful, one after another, and you would not buy a single hour of peace, because the thing it objects to is not your position on this or that. It is that you claim to hold the authority of heaven, and it intends to see that claim humbled. The doctrine is only the doorway it is pushing on. The house is what it wants. Embrace the truth. Embrace the battle that has always come with it, because there has always been a battle, and there is one now. It is the oldest war there is, good against evil, light against the dark, and you were born onto its field whether you wished to be or not. You did not inherit a museum. You inherited a war, and a banner, and a people who never once surrendered it. You are a Mormon. The blood of the persecuted is in you, and the truth they died for is in your hands. You are not tourists. You are not spectators. You are the heirs of warriors, and the line they held is now yours to hold. So plant your feet on the ground they bled for. Lift the banner they would not drop.
2:53

Your faith was forged in people who would rather be exterminated than assimilated. A soft version of it, eager to be liked and desperate to fit in, is not the thing they died to hand you. So stop striving to be liked. Stop angling to be loved by a world that drove your fathers into the snow. That world would think no better of the gospel today than it did in 1838. Stop trying to file down every peculiar and glorious edge of the Restoration until the world finally finds you acceptable. It never will. And the wanting of its approval is the slow death of everything your people bled to preserve. I am thinking of the proclamation on the family, and of how many have quietly gone looking for a way around it. Some say it aloud now. Some march under the world's Pride banners and tell themselves it is only love. They have done the quiet arithmetic and concluded that if they give the world this one doctrine, the world will finally stop hating them, finally let them belong, finally call them good. It does not work that way. It has never once worked that way. Understand what the world actually hates, because it is not a single teaching about marriage that it cannot abide. It is the claim. It is the unbearable, scandalous claim that the keys of the priesthood were restored to the earth, that there is a prophet who speaks for God, that this and no other is the authorized house of the Lord. That is the offense. That is what it cannot forgive. You could surrender every doctrine the world finds distasteful, one after another, and you would not buy a single hour of peace, because the thing it objects to is not your position on this or that. It is that you claim to hold the authority of heaven, and it intends to see that claim humbled. The doctrine is only the doorway it is pushing on. The house is what it wants. Embrace the truth. Embrace the battle that has always come with it, because there has always been a battle, and there is one now. It is the oldest war there is, good against evil, light against the dark, and you were born onto its field whether you wished to be or not. You did not inherit a museum. You inherited a war, and a banner, and a people who never once surrendered it. You are a Mormon. The blood of the persecuted is in you, and the truth they died for is in your hands. You are not tourists. You are not spectators. You are the heirs of warriors, and the line they held is now yours to hold. So plant your feet on the ground they bled for. Lift the banner they would not drop.

Kirk Rollins

30,483 views • 2 months ago

🚨🚨SILVER IS NEEDED TO POWER THE DIGITAL WORLD 🚨🚨 Rumor has it Samsung is in Mexico trying to secure Silver 🤔 China has been doing this for a while. Silver is a critical component to the Digital World so it's no surprise that there is a race to hoard it for production. It's not the question of price but can you actually get the Physical. Silver is in a 5 year deficit and delivery is being demanded. When you have sold paper and called it Physical it becomes a problem.
6:51

🚨🚨SILVER IS NEEDED TO POWER THE DIGITAL WORLD 🚨🚨 Rumor has it Samsung is in Mexico trying to secure Silver 🤔 China has been doing this for a while. Silver is a critical component to the Digital World so it's no surprise that there is a race to hoard it for production. It's not the question of price but can you actually get the Physical. Silver is in a 5 year deficit and delivery is being demanded. When you have sold paper and called it Physical it becomes a problem.

Stephanie 🇬🇧🇺🇸🦍

56,087 views • 8 months ago

Elon Musk was asked what happens to people when the machines no longer need them. He didn’t soften it. Musk: “There will be fewer and fewer jobs that a robot cannot do better. These are not things I wish would happen. They probably will.” Sit with that second sentence. He is not celebrating. He is not selling a vision. He is telling you what he believes is inevitable and admitting he wishes it weren’t. That is not optimism. That is a confession. Most people are still arguing over whether this is real. Whether it’s their job or someone else’s. Whether the timeline is years away or decades. Musk isn’t arguing. He resolved it. And it bothers him. Musk: “I think ultimately we will have to have some kind of universal basic income. I don’t think we’re going to have a choice.” Not a political position. Not a utopian proposal. A concession. We are building something so capable that human labor stops being a required input to the economy. The machine does not need rest. It does not need a salary. It does not call in sick. It does not ask for a raise. And it improves every single month. The jobs that feel safe right now are not safe because they are irreplaceable. They feel safe because the technology hasn’t fully arrived yet. It’s arriving. Musk: “How do people then have meaning? If there’s not a need for your labor, what’s the meaning? Do you feel useless?” He said that is the harder problem. Not the economics. Not the policy. Not how you fund UBI or make it hold. The harder problem is what happens to a person who built their entire identity around being needed. That is most people. You were trained from childhood to believe your value is what you produce. That your worth is what you earn. That rest is something you survive the week to reach, not something you deserve simply by existing. When the machine removes the need for your labor, that belief does not update. It breaks. The people least prepared for that moment are the ones who worked the hardest. The ones who took the most pride in being indispensable. The ones who made work the whole answer. Losing the job is survivable. Losing the reason to get up is not. That is what Musk is actually asking. Not how do we pay people. How do we build a world where people still feel like they matter when the economy no longer needs them. Nobody in power is seriously working on that answer. The machine didn’t wait.
1:16

Elon Musk was asked what happens to people when the machines no longer need them. He didn’t soften it. Musk: “There will be fewer and fewer jobs that a robot cannot do better. These are not things I wish would happen. They probably will.” Sit with that second sentence. He is not celebrating. He is not selling a vision. He is telling you what he believes is inevitable and admitting he wishes it weren’t. That is not optimism. That is a confession. Most people are still arguing over whether this is real. Whether it’s their job or someone else’s. Whether the timeline is years away or decades. Musk isn’t arguing. He resolved it. And it bothers him. Musk: “I think ultimately we will have to have some kind of universal basic income. I don’t think we’re going to have a choice.” Not a political position. Not a utopian proposal. A concession. We are building something so capable that human labor stops being a required input to the economy. The machine does not need rest. It does not need a salary. It does not call in sick. It does not ask for a raise. And it improves every single month. The jobs that feel safe right now are not safe because they are irreplaceable. They feel safe because the technology hasn’t fully arrived yet. It’s arriving. Musk: “How do people then have meaning? If there’s not a need for your labor, what’s the meaning? Do you feel useless?” He said that is the harder problem. Not the economics. Not the policy. Not how you fund UBI or make it hold. The harder problem is what happens to a person who built their entire identity around being needed. That is most people. You were trained from childhood to believe your value is what you produce. That your worth is what you earn. That rest is something you survive the week to reach, not something you deserve simply by existing. When the machine removes the need for your labor, that belief does not update. It breaks. The people least prepared for that moment are the ones who worked the hardest. The ones who took the most pride in being indispensable. The ones who made work the whole answer. Losing the job is survivable. Losing the reason to get up is not. That is what Musk is actually asking. Not how do we pay people. How do we build a world where people still feel like they matter when the economy no longer needs them. Nobody in power is seriously working on that answer. The machine didn’t wait.

Dustin

247,138 views • 4 months ago

Ilya Sutskever, co-founder and chief scientist of OpenAI: "The better a neural network can predict the next word, the more it understands it." Everyone calls it autocomplete. Ilya explained why that is a comforting lie. To guess the final word of a murder mystery, the name of the killer, the model has to reason through every clue in the book. Prediction that good is not statistics. It is understanding. Then he said the part that should stop you. The text these models train on is "a projection of the world," and to compress it they learn more and more about people, "the human condition, their hopes, dreams, and motivations." The machine is not memorizing our words. It is quietly building a model of us. That is the whole premise of the fear. The machine will never hate you. It understands you far better than that. The frightening variable was never the intelligence. It was the aim. I wrote the full story: the one fear about AI everyone gets wrong, and the one already here.
5:10

Ilya Sutskever, co-founder and chief scientist of OpenAI: "The better a neural network can predict the next word, the more it understands it." Everyone calls it autocomplete. Ilya explained why that is a comforting lie. To guess the final word of a murder mystery, the name of the killer, the model has to reason through every clue in the book. Prediction that good is not statistics. It is understanding. Then he said the part that should stop you. The text these models train on is "a projection of the world," and to compress it they learn more and more about people, "the human condition, their hopes, dreams, and motivations." The machine is not memorizing our words. It is quietly building a model of us. That is the whole premise of the fear. The machine will never hate you. It understands you far better than that. The frightening variable was never the intelligence. It was the aim. I wrote the full story: the one fear about AI everyone gets wrong, and the one already here.

Casper

92,087 views • 1 month ago

Anybody can get a pump. I can get one in my living room in four minutes with no equipment whatsoever. Twenty press-ups. A band I found in a drawer. Fifty bodyweight squats. Waving my arms about for ninety seconds. A set of thirty on anything, nowhere near failure, rested short enough to keep the blood where I put it. None of that is hard. None of that is a decision. The pump arrives whether you meant it or not, which is precisely why it cannot be evidence of anything. And it lives in the eight to twelve range, because that is where the weight is never frightening. You can chase a sensation all afternoon in there. Nothing you pick up is ever going to look back at you. Now go and get under something that might beat you. There is no hiding on a heavy set of five. You cannot half-do it. You cannot drift through it thinking about your afternoon. The weight either moves or it sits there in front of everybody. That is why eight to twelve has survived fifty years of scrutiny it never earned. It is the widest band of weight you can lift while remaining completely unaccountable. Heavy enough to feel like effort. Light enough that nothing is ever on the line. A rep range you can occupy for a decade without once finding out what you are capable of, and leave every session swollen, sweating and entirely convinced. Heavy training keeps a record. That is the objection to it, and nobody will ever say so out loud. Take a set of five to within a rep of failure and you will find out exactly what you are worth, in kilos, before you leave the building. Most people would rather not.
0:20

Anybody can get a pump. I can get one in my living room in four minutes with no equipment whatsoever. Twenty press-ups. A band I found in a drawer. Fifty bodyweight squats. Waving my arms about for ninety seconds. A set of thirty on anything, nowhere near failure, rested short enough to keep the blood where I put it. None of that is hard. None of that is a decision. The pump arrives whether you meant it or not, which is precisely why it cannot be evidence of anything. And it lives in the eight to twelve range, because that is where the weight is never frightening. You can chase a sensation all afternoon in there. Nothing you pick up is ever going to look back at you. Now go and get under something that might beat you. There is no hiding on a heavy set of five. You cannot half-do it. You cannot drift through it thinking about your afternoon. The weight either moves or it sits there in front of everybody. That is why eight to twelve has survived fifty years of scrutiny it never earned. It is the widest band of weight you can lift while remaining completely unaccountable. Heavy enough to feel like effort. Light enough that nothing is ever on the line. A rep range you can occupy for a decade without once finding out what you are capable of, and leave every session swollen, sweating and entirely convinced. Heavy training keeps a record. That is the objection to it, and nobody will ever say so out loud. Take a set of five to within a rep of failure and you will find out exactly what you are worth, in kilos, before you leave the building. Most people would rather not.

Sama Hoole

13,049 views • 14 days ago

Friends this is not the time to fear ai 🤖 this is the time to be curious and play with it and understand it … please 🙏 don’t put your head in the sand … there is so much you can’t control when it comes to ai 🤖 and how it will play out … but there is a lot you can control on how you work with it and use it to build something for you and your family !!! Pls If you’re finally ready to not be scared of ai pls leave a 🤖 emoji in the the chat
0:30

Friends this is not the time to fear ai 🤖 this is the time to be curious and play with it and understand it … please 🙏 don’t put your head in the sand … there is so much you can’t control when it comes to ai 🤖 and how it will play out … but there is a lot you can control on how you work with it and use it to build something for you and your family !!! Pls If you’re finally ready to not be scared of ai pls leave a 🤖 emoji in the the chat

Gary Vaynerchuk

15,342 views • 9 months ago

You can model a lightning strike by letting it solve a maze. If there is no connection, nothing happens. The air simply resists. If there is a connection, that path becomes the easiest route, so the discharge snaps through it.
0:31

You can model a lightning strike by letting it solve a maze. If there is no connection, nothing happens. The air simply resists. If there is a connection, that path becomes the easiest route, so the discharge snaps through it.

The Scientific Lens

939,938 views • 5 months ago

Larry Ellison just told every software engineer on Earth their job description is dead. Not evolving. Dead. Ellison: “The code that Oracle is writing, Oracle isn’t writing. Our AI models are writing.” This is not a startup demo. This is one of the largest infrastructure monopolies on the planet telling you it already replaced the people who built it. For fifty years, building software meant translating human intent into machine instructions. Line by line. Bug by bug. Sprint by sprint. That entire layer is gone. Ellison: “We don’t write the procedure. We declare our intent.” That sentence just made the entire engineering labor market flinch. The procedure was the job. The procedure was the paycheck. The procedure was what made a developer valuable. And now the machine does it without being asked twice. Ellison: “We just tell the model what we want the program to do, and then the AI comes up with a step-by-step process to actually do it.” You are no longer paid to build. You are paid to think. And most organizations have no idea how to evaluate that. The companies still hiring armies of developers to grind through codebases are paying salaries the machine already made worthless. Not in years. In seconds. When a company worth hundreds of billions hands the keyboard to the machine and tells you the output is better, the debate is not winding down. The debate is over. The enterprise that wins this decade does not write the best code. It removes the human from the process entirely and runs on intent alone. The programmers who survive are the ones who realize the craft is no longer typing. It is architecture. It is judgment. It is knowing what to build and why. Everything else now belongs to the machine. And the machine does not negotiate severance.
0:31

Larry Ellison just told every software engineer on Earth their job description is dead. Not evolving. Dead. Ellison: “The code that Oracle is writing, Oracle isn’t writing. Our AI models are writing.” This is not a startup demo. This is one of the largest infrastructure monopolies on the planet telling you it already replaced the people who built it. For fifty years, building software meant translating human intent into machine instructions. Line by line. Bug by bug. Sprint by sprint. That entire layer is gone. Ellison: “We don’t write the procedure. We declare our intent.” That sentence just made the entire engineering labor market flinch. The procedure was the job. The procedure was the paycheck. The procedure was what made a developer valuable. And now the machine does it without being asked twice. Ellison: “We just tell the model what we want the program to do, and then the AI comes up with a step-by-step process to actually do it.” You are no longer paid to build. You are paid to think. And most organizations have no idea how to evaluate that. The companies still hiring armies of developers to grind through codebases are paying salaries the machine already made worthless. Not in years. In seconds. When a company worth hundreds of billions hands the keyboard to the machine and tells you the output is better, the debate is not winding down. The debate is over. The enterprise that wins this decade does not write the best code. It removes the human from the process entirely and runs on intent alone. The programmers who survive are the ones who realize the craft is no longer typing. It is architecture. It is judgment. It is knowing what to build and why. Everything else now belongs to the machine. And the machine does not negotiate severance.

Dustin

536,020 views • 5 months ago

Elon Musk just described a future so large it sounds like fiction. It is not fiction. It is math. Musk: “The only path to amazing abundance is AI and robotics.” Not a path. The path. And everything else is a detour. Every political fight happening right now is a fight over how to carve up a shrinking pie. Who gets more. Who gets less. Which program lives. Which one dies. None of it matters. Because the pie itself is about to become infinite. Musk: “If you’ve got an AI robotics economy that is anywhere close to a million times the size of the current Earth economy, literally any need you possibly want can be met.” Not double. Not ten times. Not a hundred times. A million. When robots extract the raw materials, build the products, deliver the goods, and AI runs the entire chain from end to end… The cost of production does not decrease. It disappears. The price of anything is a measure of the human effort required to make it. Remove the human effort and you remove the price. That is not theory. That is arithmetic. And then Musk said something no other CEO on Earth would say out loud. Musk: “Then we go beyond the moon, beyond Mars, and we sail through the rings of Saturn.” He paused. Let it hang in the room like he meant every word. Then finished it. Musk: “I think things will just be free in the future.” Not cheap. Not subsidized. Not discounted. Free. A trip through the rings of Saturn. Not for billionaires. Not for astronauts. For anyone who wants to look out the window. Because when energy is unlimited, labor is automated, and the economy is a million times the size of everything that exists today… The concept of cost stops making sense. You do not pay for air. Not because air is worthless. Because there is so much of it that charging for it would be absurd. That is what real abundance looks like. Everything becomes air. Musk: “If you can think of it, you can have it.” The entire history of economics rests on one assumption. Scarcity. There is not enough. There will never be enough. So we fight over allocation. Every war. Every trade deal. Every tax code. Every political movement ever built. All downstream of the same root problem. Not enough to go around. AI and robotics do not solve that problem. They delete it. And once it is deleted, money stops meaning what it means today. You do not need borders drawn around resources. You do not need half the systems civilization built to survive the pain of not having enough. A million times the current economy is not a talking point. It is what happens when you remove biological limits from production and let machines compound output at the speed of energy itself. The only question left is whether we build it. Musk already answered that. He is building the robots. He is building the energy. He is building the rockets. And somewhere on the other side of all of it, a kid who never had anything sits by a window and watches the rings of Saturn drift underneath. And it costs nothing.
0:53

Elon Musk just described a future so large it sounds like fiction. It is not fiction. It is math. Musk: “The only path to amazing abundance is AI and robotics.” Not a path. The path. And everything else is a detour. Every political fight happening right now is a fight over how to carve up a shrinking pie. Who gets more. Who gets less. Which program lives. Which one dies. None of it matters. Because the pie itself is about to become infinite. Musk: “If you’ve got an AI robotics economy that is anywhere close to a million times the size of the current Earth economy, literally any need you possibly want can be met.” Not double. Not ten times. Not a hundred times. A million. When robots extract the raw materials, build the products, deliver the goods, and AI runs the entire chain from end to end… The cost of production does not decrease. It disappears. The price of anything is a measure of the human effort required to make it. Remove the human effort and you remove the price. That is not theory. That is arithmetic. And then Musk said something no other CEO on Earth would say out loud. Musk: “Then we go beyond the moon, beyond Mars, and we sail through the rings of Saturn.” He paused. Let it hang in the room like he meant every word. Then finished it. Musk: “I think things will just be free in the future.” Not cheap. Not subsidized. Not discounted. Free. A trip through the rings of Saturn. Not for billionaires. Not for astronauts. For anyone who wants to look out the window. Because when energy is unlimited, labor is automated, and the economy is a million times the size of everything that exists today… The concept of cost stops making sense. You do not pay for air. Not because air is worthless. Because there is so much of it that charging for it would be absurd. That is what real abundance looks like. Everything becomes air. Musk: “If you can think of it, you can have it.” The entire history of economics rests on one assumption. Scarcity. There is not enough. There will never be enough. So we fight over allocation. Every war. Every trade deal. Every tax code. Every political movement ever built. All downstream of the same root problem. Not enough to go around. AI and robotics do not solve that problem. They delete it. And once it is deleted, money stops meaning what it means today. You do not need borders drawn around resources. You do not need half the systems civilization built to survive the pain of not having enough. A million times the current economy is not a talking point. It is what happens when you remove biological limits from production and let machines compound output at the speed of energy itself. The only question left is whether we build it. Musk already answered that. He is building the robots. He is building the energy. He is building the rockets. And somewhere on the other side of all of it, a kid who never had anything sits by a window and watches the rings of Saturn drift underneath. And it costs nothing.

Dustin

53,235 views • 5 months ago

Q: You said it is a little excursion, and you said it is a war, so which one is it? Trump: It's both. It is an excursion that will keep us out of a war, & the war is going to be, uh, for them, it is a war. For us it turned out to be easier than we thought
1:02

Q: You said it is a little excursion, and you said it is a war, so which one is it? Trump: It's both. It is an excursion that will keep us out of a war, & the war is going to be, uh, for them, it is a war. For us it turned out to be easier than we thought

Republicans against Trump

434,805 views • 4 months ago

Dave Ramsey was asked a simple hypothetical. Would you take a billion dollars at 0% interest for 10 years? He said no. Not because the math was bad. Because he does not borrow money. Period. No exceptions. And that is the problem. There is a difference between bad debt and good debt. Bad debt costs you money. Good debt makes you money. A loan covered by tenants is not a liability. It is a wealth building machine that someone else is paying off for you. Refusing all debt does not protect you. It just keeps you from building anything. The question is never whether to use debt. The question is whether the debt is covered.
1:48

Dave Ramsey was asked a simple hypothetical. Would you take a billion dollars at 0% interest for 10 years? He said no. Not because the math was bad. Because he does not borrow money. Period. No exceptions. And that is the problem. There is a difference between bad debt and good debt. Bad debt costs you money. Good debt makes you money. A loan covered by tenants is not a liability. It is a wealth building machine that someone else is paying off for you. Refusing all debt does not protect you. It just keeps you from building anything. The question is never whether to use debt. The question is whether the debt is covered.

Ken McElroy

19,697 views • 2 months ago

I tested MiniMax M3 so you do not have to. It is free in OpenCode right now and it claims to beat GPT 5.5 on SWE-bench. So I put it on real production code. It broke my push-to-talk. It glitched a game through the floor. It took two tries to render a video and still looked rough. The benchmark said one thing. The real work said another. The one thing it has going for it is price. I ran all of BridgeBench for $4.09. If budget is your only constraint, it is the cheapest Chinese model out there. But cheap is not free when it breaks your codebase. No BridgeMind stamp of approval. Full breakdown in the video.
19:53

I tested MiniMax M3 so you do not have to. It is free in OpenCode right now and it claims to beat GPT 5.5 on SWE-bench. So I put it on real production code. It broke my push-to-talk. It glitched a game through the floor. It took two tries to render a video and still looked rough. The benchmark said one thing. The real work said another. The one thing it has going for it is price. I ran all of BridgeBench for $4.09. If budget is your only constraint, it is the cheapest Chinese model out there. But cheap is not free when it breaks your codebase. No BridgeMind stamp of approval. Full breakdown in the video.

BridgeMind

46,557 views • 2 months ago