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[ #Piece_Of_Memory# #💚# ] 반가운 선배님들과의 하루, 너무 즐거웠습니다😎 Enjoyed the day with our seniors😎 #GOT7# #갓세븐# @GOT7Official #IGOT7# #아가새# #GOT7_BreathofLove_LastPiece# #GOT7_Breath# #GOT7_LASTPIECE# @Khunnie0624 @yubinofficial

I lost my dad at thirteen, so I didn't get to know him well. I made this piece of instrumental music last year around this time to honor his memory. I don't know that it's particularly dad-ish, but he was on my mind as I made it. Free player at link, headphones recommended.

In 1990, the World Wide Web was invented on Steve Jobs' computer. Steve ignored it. This is the story I tell in my new book Steve Jobs in Exile. Here is what it should tell the rest of us about the moment we are in now. Steve was running NeXT, an unsuccessful computer company. He had been pushed out of Apple five years earlier and was burning his fortune trying to build a successor to the Macintosh. The machine NeXT sold was a matte-black magnesium cube -- expensive and beautiful and not selling. In October of that year, on the other side of the Atlantic, a British physicist named Tim Berners-Lee took delivery of a NeXT Cube at CERN, the physics laboratory on the Swiss-French border. He used it to invent the World Wide Web. The web ran on the Cube for its first year of existence. The revolution was happening on Steve's hardware, and yet Steve ignored it. Here is the question I keep thinking about from my book. If Steve Jobs, the most visionary tech mind of his generation, missed the Web, the most civilization-shaping tech of his lifetime, how are the rest of us supposed to see anything coming? Berners-Lee had been asking his boss at CERN for a NeXT Cube for months. His boss finally signed off, hoping to test the exotic Cube. "He suggested that I should buy one of these NeXT machines I'd been talking about so enthusiastically," Berners-Lee later told Fresh Air. "And if we needed a sort of test project to run on the NeXT machine ... 'Why not just do this hypertext thing you're talking about?'" The "test project" evolved into the World Wide Web. The problem Berners-Lee was trying to solve was not a glamorous one. CERN employed thousands of scientists from over a hundred countries, most cycling through on short assignments and taking their knowledge with them when they left. Berners-Lee was trying to keep institutional knowledge from walking out the door. He wanted a system that worked the way human memory does, where any piece of information could connect to any other without permission or central control. Through late 1990, he coded in his gray-floored office. The Cube's object-oriented system let him build in months what would have taken a year on anything else. By December, the first website went online. The World Wide Web now existed, running on a single black NeXT Cube in CERN's Building 31. Berners-Lee scrawled a warning on it in red ink: "This machine is a server. DO NOT POWER IT DOWN!!" Underneath the elegant interface he was building HTTP, HTML, and the server software that would deliver web pages. These three inventions would form much of the invisible plumbing of our modern connectivity. When a colleague of Berners-Lee's brought a demo of the Web to NeXT's headquarters in California, he could not get anyone there to pay attention. Nobody even dared show it to Steve, afraid he would dismiss it. NeXT was busy with its own internet plans, which Steve eventually killed. So back to the question. If Steve Jobs missed the web, how are the rest of us supposed to see whatever comes next? The honest answer is that we cannot. Nobody can. The rest of us are not going to outpattern-match Steve Jobs. But here is what I learned writing Steve Jobs in Exile. Transformations almost always begin in obscurity, on the margins, solving boring problems with boring tools. The web did not look revolutionary in 1990. It looked like a tool for sharing physics papers. We are in another such moment now. AI is the obvious changemaker. But the biggest transformations are rarely the obvious ones. The next one is happening somewhere right now, and it is trickier to spot than any sweeping proclamation about AI. We will recognize it, if we recognize it at all, from the unglamorous work few people are focused on. I will not speculate on what Steve would have made of AI today. But if he could miss the Web, the rest of us are going to have to look harder. Photo of the original CERN NeXT Cube courtesy of Robert Scoble.

Okay, so I stumbled upon this really cool generative NFT project called Pattern Retrieval, and it's honestly one of the most unique things I've seen in a while. It's from @adamilenich, who you might know from his work with @opensea. The whole concept is pretty mind-bending cos it takes every single printable ASCII character you know, letters, numbers, and symbols and treats them like delicate memories. These memories are stored in something called a Hopfield network. Then, the project deliberately messes with them, adding random noise, and lets the network try to piece them back together. It does this by simulating this old-school CRT phosphor screen, complete with that fuzzy glow and scanlines. What's interesting is that each piece also has its own generated audio. It starts out sounding like that static and noise, but as the memory gets restored, the audio transforms into this really calming soundscape, almost like it's singing. The entire thing is just one self-contained HTML file that plays on a loop in your browser. It really makes you think about memory, how things decay, and how patterns try to hold their form. If you're curious, you can check out the live site at and even interact with some of the examples yourself. It feels like a really deep dive into how we perceive and reconstruct information.

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No words are big enough right now to overcome this empty feeling in the stomach. We were close, really close to another final but it wasn’t enough. We’ve given everything over these last 7 weeks and to fall short is hard to take! I know the expectations are high and rightly so, we’ve been knocking on the door for 8 years now but again are missing that final piece of the jigsaw! That’s where we have to go away, process it and find a way to get better. I’m so proud of the boys and what we have shown throughout this tournament - some tough games and tough environments that we have overcome. Some memories that will stay with us players and I’m sure you fans for a long long time! Going for glory doesn’t always mean you will get it. You have to fight for it, get knocked down, pick yourself up and go again and that’s what we will do, there’s no other way but to keep believing and keeping pushing. Thank you to every single fan that travelled and showed their support in the stadiums. Thank you to every fan back home for believing in us. Thank you to the boys and staff for everything you have given. As always Win or lose, we learn and go again! 🏴󠁧󠁢󠁥󠁮󠁧󠁿🦁

The glory work of GPU scheduling is in the frontier data centers with hundreds of thousands of GPUs, but a lot of research work is done with single GPU jobs on modest clusters, and the scheduling leaves much to be desired. I wish there were a clean way to preempt GPU tasks, so long running tasks could be transparently paused to allow higher priority tasks to get the minimum time-to-results. Manual checkpointing and cooperative multitasking is an option, but it complicates codebases and is fertile ground for bugs. It feels like most of the pieces are present: Everything goes through page tables on the GPUs already, Nvidia UVM (Unified Virtual Memory) allows demand paging to host memory, and MPS (Multi-Process Service) could act as a CUDA shim to force everything to use a different memory allocator. Memory page thrashing would be catastrophic for GPU tasks, but the idea would be to pause the host task of the low priority process, then let the high priority process force only the necessary pages out (or maybe none at all, if the memory pressure wasn’t high enough) while it is running, then resume the low priority task on completion, allowing it to page everything back in. Task switching at the level of tens of seconds, not milliseconds. Even if it didn’t handle absolutely all memory (kernel allocations and such) and had some overhead, that would be quite useful. Of course, Nvidia would prefer you to Just Buy More GPUs!

Long post. Most will scroll past before realize what is hidden in it. That is part of the filter. This is not one idea. It is a trail. Physics shows up. Belief shows up. The body shows up. Responsibility shows up. At first, they may look like separate rooms. They are not. They are connected doors. Read slowly. The connections run deeper than they first appear. A person can spend years looking for answers and still refuse the one thing that would actually change the result. That is the part people usually do not want to see. They think the problem is lack of information. More books, more lectures, more techniques, more quantum mechanics, more explanations. But information does not change a life if the belief underneath remains the same. Before looking at physics experiments, this needs to be clear. In this view, quantum mechanics is not mainly about technology, weapons, machines, or theories. The real point is to understand how the universe works so a person can create the reality they want in their own life. But there is a trap here too. A person can hear “consciousness is fundamental” and turn it into another slogan. Another belief to defend. Another thing to repeat without changing anything. The words changed, but the structure did not. So the question cannot stop at, “What is consciousness made of?” That question matters, but it can become too abstract too fast. People start adding extra machinery, extra assumptions, extra invisible interactions, and then act as if the problem has been solved. But adding more parts does not automatically explain experience. It only moves the question somewhere else. The deeper question has to become operational first. What kind of system can sustain consciousness? What must a physical system do to keep a coherent internal perspective alive through noise, change, error, memory, pain, emotion, and time? That question points to what actually happens when consciousness appears, weakens, breaks, returns, or stabilizes. It does not ask for a slogan. It asks for a process. A conscious system has to keep a model of “me,” “now,” and “the world” intact while everything inside and outside it is changing. The body changes. The brain changes. The chemistry changes. The environment changes. Memory updates. Prediction errors arrive. Emotion interrupts. The senses keep correcting the picture. And still, something holds. There is a point of view. There is a world being experienced from somewhere. That does not fully solve the metaphysical hard problem. A skeptic can still ask, “Why should stable modeling feel like anything at all?” That is fair. A thermostat regulates. A computer processes information. A brain models the world. Those are not automatically the same thing as felt experience. But the question becomes deeper. Maybe experience is not a substance added on top of the system. It is what the system is from the inside when the right kind of self maintaining stability is achieved. Once a system preserves a living perspective across body, memory, prediction, and world, that perspective is not something it watches from outside. It is the only vantage point available to it. That is where the operational question opens the metaphysical one. Consciousness is the base of everything. Matter is not the foundation. Matter is a manifestation of consciousness. The fundamental state is the wave. What appears as matter is one expression of that deeper state. But then comes the practical problem. People hear this and still do not want to change their beliefs. If the beliefs do not change, nothing changes. A person can study for years and still produce the same life because the inner position stayed untouched. This becomes clear in a lecture room. You can explain the same thing fifty times, three hours each time, for years. The person listens, but does not move one millimeter. Five years later, the same belief is still there. So how could the result be different? It cannot. Study is supposed to mean learning. Learning means, “I did not know this before. Now I know it. Because I know it, I change my behavior. I change my consciousness according to what I learned.” If that does not happen, what was the point of studying? It is like reading the manual of a car while continuing to destroy the car. The manual explains what needs to be done, but the person keeps driving the same way and then acts surprised when the car stops. But what was the manual for? People often approach new ideas with an automatic reflex of rejection instead of genuine consideration. One point is raised and dismissed. Another follows and receives the same response. When this pattern continues, no new possibility is tested or allowed to land. Discernment is necessary, but when every suggestion is rejected before it is examined, real change becomes nearly impossible. The same requests keep coming. The credit card. The overdraft. The contract. Month after month, year after year, the person wants a different result, but the state behind the result does not change. In this view, everything that happens in a person’s life is connected to the consciousness they carry. If a person believes in problems, problems appear. If a person believes in possibility, possibilities appear. Imagine someone stuck in mud, holding onto it as if it were gold. Someone pulls them out, but as soon as they let go, the person jumps back in. Why? Because in their consciousness, the mud is still gold. The location changed for a second, but the perception did not. Only when the state of consciousness changes can they actually be helped. Until then, every rescue is temporary. The same applies to relationships. There is a process. It involves bio chemistry, neurotransmitters, and what the person feels. Handled properly, it works. Handled wrongly, it breaks. But many people hear the process and still say, “That cannot be done.” Then how can the result appear if the process is rejected? It is like making a chocolate cake. Follow the recipe ratios, temperatures, and the cake works. Change the ingredients carelessly, and there is no cake. For a cake, everyone understands this. But in life, when not following the law produces suffering, people still argue with the process. So the question remains. What is the problem with changing what you think? It looks like ego. It becomes “what I think” against “what is being explained.” The person holds onto the old belief because admitting the new one would mean letting go of being right. Even when the process is explained clearly, the old belief returns immediately. Someone might say, “But I was taught that I should not want too much,” or “Good things only come after I have struggled enough.” The conditioning reasserts itself before the new understanding can take root. There it is. A belief from childhood, family, culture, grandmother, great grandmother, another century, still deciding the person’s life today. Science and experience may show that it does not work. The person may be frustrated, repeating the same result, and still say, “No, someone else has to take initiative. I have to wait.” Who said that? Where was this written as a cosmic law? It was said by tradition, by conditioning, by people repeating what they received without checking if it produced happiness. This applies to everything. A person receives the explanation clearly. “Do this, this, and this.” In the moment, they agree. Then they walk out the door and do the opposite. Why deceive the person trying to help you? If you mislead your therapist, lawyer, or accountant, you do not win. You just make the help useless. If a person resists even that, imagine what happens when the subject touches the deepest layers of meaning and faith. Many hold stories and interpretations passed down through generations that once gave life structure and certainty. When a clearer and deeper understanding becomes available, some may hear it yet still continue living as if the older framework remains the final truth. Whole civilizations are built on stories. Ideas about life, death, work, women, guilt, punishment, rest, and salvation sit on top of them. So when the story is questioned, the person feels their whole structure being touched. To bring about real change in life, the person has to align with the basic principles of how the universe operates in this view. That requires shifting the state of consciousness and the underlying paradigm. Everything is under the paradigm. If the paradigm does not change, nothing truly changes. The person remains dependent on someone else to keep fixing what they continue to create from the same inner state. This is why resonance is meant for liberation, not as permanent support. Its purpose is to help the person shift their consciousness so they can stand on their own. When used this way, money may begin to flow and situations may improve. But if the thoughts and beliefs underneath remain the same, the old patterns eventually return and recreate the same problems. There is also a deeper spiritual point here. A real connection with God, the divine, the higher self, or the sacred within does not make a person smaller. It should make the person more honest, responsible, awake, and capable of love. The problem is not faith. The problem is when inherited fear, guilt, or identity freezes around faith and gets mistaken for the living connection itself. That is why full responsibility can feel threatening. It does not have to destroy faith. It can purify it. It removes the excuse, but not the sacred. It returns creative responsibility to the individual while allowing the inner connection with higher power to deepen instead of staying trapped inside old programming. There was a young man who understood this after only four months of doing this inner work. He came from heavy conditioning, but saw the mechanism. He realized the role his own consciousness had been playing in shaping his experience, and that he had been sabotaging himself through it. Once he saw that, he took the beliefs he had carried for years and threw them away. That is change. Now take illness. In this view, every illness has a psychosomatic dimension alongside its biological expression. Physical conditions often reflect deeper inner states. When it is suggested that certain patterns of inner resistance or avoidance can contribute to physical symptoms, strong objection usually appears. But test it yourself. Deliberately give space to inner resistance. Feed the feeling of not wanting to engage with life or responsibility, and observe what happens in the body over the following days. The resistance is intense because it brings the role of one’s inner state back into awareness. The work is to question the beliefs. List what you believe about money, health, relationships, work, sales, the body, and the future. Then compare the belief with the result. If the belief is not questioned and changed, the result is zero. Relationships expose this faster. When the subject is metaphysics, many people let it pass. But when the subject is male and female conditioning, the room heats up. Touch the beliefs around men, women, initiative, control, guilt, and blame, and people react instantly. This same pattern appears in how people treat others. Someone may speak of spiritual values while still holding contempt or judgment toward certain groups. The contradiction is not always obvious to the person. It stems from old stories absorbed long ago. Those stories continue to shape how the person sees and treats others through tone, assumptions, and prejudice. This is not rare. Old beliefs do not remain only in the mind. They turn into behavior. When this inner work begins opening the unconscious, what is inside starts coming out. If there is mud inside, mud comes out. This is why some people say they started the process and now have more problems. Fear, guilt, anger, prejudice, laziness, and old beliefs do not disappear just because someone pressed play yesterday. The cleaning can take time. It may last one month, two months, six months, a year, or longer. While the old material is still coming out, results tend to appear in pieces. The bigger shifts usually come once the cleaning reaches a certain point. Many people want the benefits, but they do not want the study, questioning, or inner change needed to hold those results. That is imagination trapped in place. But the principle is simple in this view. Your consciousness participates in shaping your reality and continues to do so. Change an inch in consciousness and reality shifts an inch. Change a mile in consciousness and reality shifts a mile. Expansion creates expansion. If you believe you can earn one thousand, you earn one thousand. If you believe you can earn ten thousand, ten thousand becomes possible. If you believe you can earn one million, then one million is not a different category. It is still energy. The number is not the obstacle. The belief is. This is why real help cannot stay as rescue forever. At first, someone may heal, fix, rescue, and intervene. But after years, the same pattern appears. The person receives the benefit but does not evolve. The money comes, the illness improves, but consciousness does not move. Then the helper realizes they are only postponing the consequence. So they stop being a crutch and start teaching. Because if the person does not understand, the same pattern continues here or on the other side. People resist quantum mechanics because they sense where it leads. If consciousness is involved in reality, then responsibility comes back to the person. There is no place to hide behind fate, blame, family, society, or chance. Even biology can be read through that question. A living cell has been shown producing laser light. Not a whole organ. Not a brain. One cell. If one living cell can organize light in such a precise way, imagine a brain with billions of neurons and countless connections. Can the human being release energy too? Yes, through consciousness. A cell can emit organized light. A human being, with a developed consciousness, can direct energy in a much greater way. But then the mind keeps collapsing the problem. There is a quantum effect where continuous observation can keep a system from changing state. Translated into ordinary life, if the person keeps staring at the debt, the debt remains. If the person keeps staring at illness, illness remains. If the person keeps staring at lack of work, lack remains. “When will the money come to pay the debt?” Never, while the whole consciousness is fixed on the debt. “When will I get a job?” Never, while the whole consciousness is fixed on not having one. “When will I leave the hole?” Never, while the person keeps observing the hole. Trying too hard from the wrong state can keep the person trapped. The person thinks effort is solving the problem, but the attention is still feeding the same condition. Sometimes problems move because people accidentally stop focusing on them. For a while, the problem is not being observed with the same intensity. Then things move because the focus loosened. That is why a simple instruction can be powerful. Watch films that hold your attention. Comedies, dramas, anything that takes the focus off the problem. But even that meets resistance. A person hears that laughter and endorphins can help the body, and then says they could not find a single comedy they liked. Healing cannot be separated from consciousness. A person may arrive with a serious illness and want a miracle. But if the illness was built through resentment, anger, guilt, fear, and years of inner pressure, then the real work is not only physical. The person has to change the state that built the condition. Each situation has to be seen as a whole. If a store is failing, it may not be only the store, the economy, the decoration, or the sales process. You have to look at the people involved, the relationships, the history, and the whole field around the situation. The system is built so people do not understand what reality is made of. As long as things are presented as mysteries that cannot be questioned, people are less likely to look into how they actually work. Once someone understands the atom, the rest begins to open. Matter is not so solid anymore. Reality is not just hard objects separated from each other. It becomes information, energy, relation, and response. That is why non locality matters. If all particles remain connected, then nothing is truly isolated. The whole universe is one entangled system. What happens in one place does not stay completely separate from what happens elsewhere. When problems appear in one part of the world, they are not truly isolated from the rest. In this view, events reverberate through the whole field. To claim complete separation from what happens elsewhere contradicts the interconnected nature of reality itself. The same inconsistency appears when those who profit from outdated systems blame the public for pollution while suppressing cleaner technologies that could reduce harm. In this view, one cannot claim separation while benefiting from the structures that create the problem. Everything is connected. Experiments with entangled particles show correlations that do not behave like ordinary local contact. One particle is measured here, and the other responds there. The information does not travel in the normal way through space, because relativity says nothing can travel faster than light. Yet the correlation appears. So what do people do with that? They use quantum principles to develop technology. Quantum computers. Quantum encryption. Quantum communication. They build products from the very principles they deny when consciousness enters the discussion. That is not simple ignorance anymore. That is convenience. If information is stored in the field and can be accessed and transferred, then resonance becomes sensitive because the result becomes measurable. Someone asks for a result, the information is transferred, and something changes. But will the system allow that kind of experiment to be done freely? Probably not. Because once the deeper potentials of consciousness and information are recognized and measured, they would exceed the limits of the current accepted framework. Strong evidence that consciousness can directly influence outcomes would force a shift the existing structure is not ready to allow. The resonance does not depend on a huge physical machine. The information is there. It is accessed. It is transferred. If the result appears, the old explanation starts to break. But people also sabotage the result. Someone may ask for a higher level of excellence, but not fully understand what they are inviting in. That force carries a way of thinking, feeling, acting, and deciding. It wants movement, execution, and the highest expression of itself. But when it enters a person’s life, it often collides with comfort zones, old beliefs, fear, approval seeking, and small habits. And then everything stops. The person says, “Nothing happened.” But something did happen. The archetype arrived and pushed toward expansion. The person hit the brakes with all their strength. If the person was moving at ten miles per hour, the archetype comes in wanting one hundred. The person panics and steps on the brake completely. So the system freezes. Not because the archetype failed. Because the person refused the level of action that came with it. If someone asks for excellence, they cannot keep living from mediocrity. A great scientist wants to study. A great athlete wants to train. A great business mind wants to build. The force comes with movement. That does not fit laziness, delay, comfort, excuses, or “this is good enough.” People ask for the top, but someone at the top is not there by accident. That person works more, trains more, studies more, sacrifices more, and refuses the average standard. So when that information enters, it demands alignment. If the person refuses alignment, the result blocks. That is imagination trapped in place again. The person does not want to study, learn, understand the laws, or question beliefs. They want to make requests and receive results as if the universe were a vending machine. But reality does not work according to what a person prefers. It works according to law. If the process is followed, the result comes. If the process is rejected, the result does not stabilize. The knowledge is already laid out. The path is not hidden. It is in the person’s hands. The only question is whether they will use it. Because receiving knowledge increases responsibility. The more a person understands, the more they are required to act from that understanding. If they know and do not act, they have to suppress what they know. And suppressing consciousness has a cost. The higher the consciousness, the greater the responsibility to live according to it. If the person receives more and still tries to remain small, the pressure turns inward. What is not lived becomes blocked. What is blocked becomes weight. And that weight eventually appears somewhere. So the point is simple. The more consciousness a person has, the more they have to do with it. Because if they do not, the same consciousness they refused to express becomes the force that turns against them.

Elon Musk just measured your existence by how many times your atoms have been inside a dying star. Musk: “How many times have your atoms been at the center of a star? I think it’s like on average three or four times.” Every atom in your body has already survived the core of a star. Multiple times. Crushed under pressures that would flatten planets. Superheated to millions of degrees. Blown apart in explosions so violent they forged new elements. Then gravity pulled those scattered pieces back together. New stars formed. And the cycle repeated. For 13.8 billion years, your atoms have been fuel for the most violent process in the universe. And they are not done. Musk: “In terms of existence as measured by the number of times your atoms will be at the center of a star, we seem to be roughly halfway.” Halfway. Your atoms have been through the furnace three or four times. They will go through three or four more. But right now, in this impossibly thin sliver between cycles, those atoms are doing something they have never done before. They are conscious. For billions of years before you, they burned through stellar cores with no awareness. No memory. No sense of what they were or where they had been. After you, they will return to that state. Unconscious matter drifting through space until the next star claims them. This is the only moment in their entire journey where they can look back at the stars that made them and understand. Musk: “If you want to look at the big picture… that’s the really big picture.” The big picture is not that we are small. Everyone already knows that. The big picture is that we are temporary witnesses to a process that does not need witnesses. Stars do not need observers to burn. Atoms do not need anyone to understand where they have been. The universe ran for billions of years with no one in it. It will run for billions more after the last conscious thing disappears. But right now, matter is examining itself. That has never happened before in 13.8 billion years. You are not a person who happens to contain ancient atoms. You are ancient atoms that briefly figured out how to think. The universe did not design consciousness. It designed stars. Consciousness was the accident. And the accident is half over.