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The most valuable intelligence will never come from satellites. You can track troop movements, intercept every signal, or watch the entire battlefield from space. But none of that tells you what’s really going on inside someone’s head. That’s why HUMINT: human intelligence, has outlasted every tech revolution. When the... show more

Mario Nawfal

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If Trump says the killings in Nigeria will be flushed out, the only people who should be afraid are the terrorists, not the nation. Our fear should not come from a place of weakness. People hear “U.S. intervention” and immediately think “boots on ground” but in modern warfare, that’s not always necessary. The United States has the most satellites in orbit estimates range from over 8,500 to over 11,600 meaning they can track terrorist camps and movements without stepping foot in Nigeria, precision intelligence exists. Also remember that the USA eleased a comprehensive terrorism report on Nigeria for 2023, which was published by the State Department in December 2024 so our situation is known, they have every data. For Trump to make the statement, it came from a place of intelligence. Now, if you’re against any form of help even intelligence support, then who exactly are you protecting? If you're not the terrorist, you shouldn't be afraid.

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Elon Musk just explained why the most important AI company on Earth might be a rocket company. The human brain is 2% of body mass. It burns 20% of the body’s total energy. Intelligence has always been an energy problem disguised as an information problem. The entire tech industry missed this. Musk: “Those who have lived in software land don’t realize that they’re about to have a hard lesson in hardware.” Every new model is hungrier than the last. Every training run devours more electricity than the one before. The grid was not built for this. Utility companies move at geological speed. Interconnection takes years. Permitting takes years. Construction takes years. AI moves in months. Musk: “You’re going to hit the wall big time on power generation. They already are.” The obvious answer is private power plants next to data centers. Musk: “Where do you get the power plants? Where do you get the power plants from?” You cannot will a turbine into existence with venture capital. Every atom on Earth is bound by friction, gravity, and regulation. Most people stare at this wall and see the ceiling on intelligence. They are looking in the wrong direction. In orbit there is no night. No clouds. No seasons. No permitting. No grid. Unfiltered solar energy feeding silicon every hour of every day. Musk: “It’s 10 times cheaper because you don’t need any batteries.” That single number rewrites the entire economics of intelligence. Musk: “The moment your cost of access to space becomes low, by far the cheapest and most scalable way to generate tokens is space.” SpaceX is not a rocket company. It is quietly becoming the most important energy infrastructure play on the planet. Starship is not about Mars. It is about making orbit so cheap that building on the ground becomes the irrational choice. Every major leap in intelligence followed the same pattern. Not a smarter algorithm. A bigger energy source. Fire grew the human brain. Fossil fuels built the computer. The next source isn’t on this planet. The ceiling on intelligence was never artificial. It was always gravitational. The future will not be decided by who builds the best model. It will be decided by who builds the cheapest rocket.

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$🚨Who's Blocking Disclosure And Why Everyone keeps asking where the resistance is coming from, as if this is some vague cloud of confusion when it really isn't. The pushback is coming from inside the Department of Defense and the intelligence community. That's what's being reported and what people around the task force are saying. Why is that the case? Well if even a fraction of the crash retrieval claims are true, if there is advanced propulsion tech sitting inside a classified program that's strategic dominance if it can be reverse engineered. Something that outperforms every jet, every missile, every defense system we currently have... That is what is being protected, not are we alone. #UAP #Disclosure #DoD #IntelligenceCommunity #ufotable Source:$

🚨Who's Blocking Disclosure And Why Everyone keeps asking where the resistance is coming from, as if this is some vague cloud of confusion when it really isn't. The pushback is coming from inside the Department of Defense and the intelligence community. That's what's being reported and what people around the task force are saying. Why is that the case? Well if even a fraction of the crash retrieval claims are true, if there is advanced propulsion tech sitting inside a classified program that's strategic dominance if it can be reverse engineered. Something that outperforms every jet, every missile, every defense system we currently have... That is what is being protected, not are we alone. #UAP #Disclosure #DoD #IntelligenceCommunity #ufotable Source:

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Jensen Huang just buried the one metric civilization has run on for a century. Be the smartest person in the room. Huang: “Intelligence is going to be commoditized.” Sit with that word. Commoditized. Like oil. Like electricity. Like bandwidth. We built an entire civilization around producing human calculators. Sorted by GPA. Ranked by IQ. Rewarded for how fast they could process what nobody else could. That market just collapsed. You can rent a sharper mind than any person alive for twenty dollars a month. So what happens to the man who spent forty years being the sharpest at the table? He loses the table. Huang is not a philosopher warning you from a safe distance. He is the man whose chips are making it happen. He said it without flinching. Huang: “My life would suggest that being lower on the intelligence curve than everybody around me doesn’t change the fact I’m the most successful.” The CEO of the most valuable company on Earth just told you plainly he was never the smartest in his rooms. He won anyway. Because intelligence was never the actual edge. The people most terrified of AI are the ones who built their entire identity around being the fastest processor in the building. That identity just got priced out. Huang named what replaces it. Huang: “Character, humanity, compassion, generosity. I believe those are superhuman powers.” Things you cannot scrape from a dataset. Things you cannot distill into weights and parameters. The machine will out-compute you in milliseconds. But it cannot bleed for something. It cannot walk into a room with conviction and move people who did not want to be moved. It cannot be you. Intelligence is now infrastructure. The electricity humming behind the walls. Nobody wins by owning the electricity. You win by what you build with it. When intelligence becomes a commodity, humanity becomes the premium. The human calculator had a good run. That run is over.

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Dr. Fei-Fei Li just called out the biggest blind spot in the entire AI industry. We have been building half of human intelligence. And calling it the finish line. Li: “If you look at human intelligence, it pretty much boils down to two buckets.” The first bucket is language. Symbolic reasoning. Communication. The ability to think in words and abstractions. That’s what every major AI lab has spent the last decade building. The second bucket is the one the industry has almost entirely ignored. Li: “We call that in AI spatial intelligence.” How humans and animals perceive, navigate, and interact with the three-dimensional physical world. How we reach for objects. How we move through space. How we build and manipulate physical reality. From painting masterpieces to constructing the pyramids, non-verbal spatial intelligence is what actually shapes the world. Language describes reality. Spatial intelligence acts on it. And the gap between those two things is the gap between a chatbot and a robot. Li: “When this technology is ready, the robotic revolution is gonna start. We’re already seeing that trend.” Every robot is a moving agent. Every moving agent requires spatial intelligence to function in the real world. The humanoid robots being deployed in factories right now are hitting the ceiling of what language models alone can power. Spatial intelligence is the unlock. But Li didn’t stop at robotics. Li: “From a geopolitics point of view, this is part of the technology that goes straight into weapons.” Autonomous drone swarms. Battlefield navigation. Physical target acquisition without human oversight. Every military application of AI that operates in the real world runs on spatial intelligence. The nation that masters the transition from static text to dynamic three-dimensional perception doesn’t just win the software race. It commands the physical battlefield. The AI arms race just broke out of the data center. It’s operating in three dimensions now.

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Yann LeCun just told the most well-funded industry in human history it is solving the wrong problem. LeCun: “Babies learn this around the age of eight or nine months, that objects don’t float, they fall.” No dataset. No labels. No reward signal. A nine month old drops a spoon and builds a physics engine no machine can match. LeCun: “Most of us can learn to drive in about 20 or 30 hours of training without ever crashing, causing any accident.” Twenty hours. Tesla has built the most capable driving system on the road. It took billions of miles of data to get there. A sixteen year old gets there over a long weekend. Not because the teenager is the better driver. Because the teenager is not learning to drive. They are deploying a model of reality they have been building since birth. LeCun: “If we drive next to a cliff, we know that if we turn the wheel to the right, the car is going to run off the cliff and nothing good is going to come out of this.” You simulate the crash. You see the wreckage. You feel the fall. You turn the wheel. None of it was real. All of it was intelligence. Every AI has to crash a thousand times to learn what you imagined once and never did. That is not a performance gap. That is an architecture gap. LeCun: “The main problem we need to solve is how do we learn models of the world.” Not bigger models. Not more compute. Not another trillion tokens. World models. A machine that can run reality forward before it acts. The industry is scaling language. LeCun says language is a compression of thought. Not thought itself. You understood gravity before you could say the word. You grasped cause and effect before your first sentence. The deepest intelligence you will ever possess was built in total silence. And every lab on Earth is trying to reconstruct the mind from words alone. Physics does not care about your context window. A baby who learns that cups fall in a kitchen already knows that rocks fall off cliffs. No retraining. No fine-tuning. One model. Every environment. That is what intelligence actually is. Not prediction. Not pattern matching. Not scale. A simulation of reality so precise you rehearse the future before it exists. Every infant on Earth builds one. No machine ever has.

Dustin

105,722 Aufrufe • vor 3 Tagen

$Andrew Ng just revealed why the AI companies throwing the most compute at the problem are going to lose. The winner of the intelligence race won’t use the most compute. They’ll waste the least. Ng: “Most of your high-dimensional data lies on a lower-dimensional subspace. It’s just a fact of life.” Here’s what that means in practice. You have a 10,000-dimensional dataset. Every dimension dragged through every calculation. Every training cycle hauling dead weight the model will never use. Ng: “You’re carrying around these 10,000-dimensional examples throughout your whole training process.” That bloat isn’t just inefficient. It’s a tax on every computation you run. Memory bandwidth. Network bandwidth. Computational speed. All of it eaten by dimensions that contribute nothing to intelligence. They contribute noise. The insight that separates the architects from the arms race: that 10,000-dimensional dataset is almost entirely captured by a much smaller subspace. The signal lives in a fraction of the space you’re paying to process. Compress it. 10,000 dimensions down to 1,000. Ng: “You can run your learning algorithm on a much lower-dimensional set of data and it may be much more efficient.” Same hardware. Same budget. A fraction of the friction. Brute force is the strategy of whoever has the deepest pockets. Compression is the strategy of whoever actually understands the problem. The companies that master this don’t just build faster models. They build models that find more truth in less data than anything scaling blindly ever will. Intelligence was never about processing everything. It’s about knowing what to cut.$

Andrew Ng just revealed why the AI companies throwing the most compute at the problem are going to lose. The winner of the intelligence race won’t use the most compute. They’ll waste the least. Ng: “Most of your high-dimensional data lies on a lower-dimensional subspace. It’s just a fact of life.” Here’s what that means in practice. You have a 10,000-dimensional dataset. Every dimension dragged through every calculation. Every training cycle hauling dead weight the model will never use. Ng: “You’re carrying around these 10,000-dimensional examples throughout your whole training process.” That bloat isn’t just inefficient. It’s a tax on every computation you run. Memory bandwidth. Network bandwidth. Computational speed. All of it eaten by dimensions that contribute nothing to intelligence. They contribute noise. The insight that separates the architects from the arms race: that 10,000-dimensional dataset is almost entirely captured by a much smaller subspace. The signal lives in a fraction of the space you’re paying to process. Compress it. 10,000 dimensions down to 1,000. Ng: “You can run your learning algorithm on a much lower-dimensional set of data and it may be much more efficient.” Same hardware. Same budget. A fraction of the friction. Brute force is the strategy of whoever has the deepest pockets. Compression is the strategy of whoever actually understands the problem. The companies that master this don’t just build faster models. They build models that find more truth in less data than anything scaling blindly ever will. Intelligence was never about processing everything. It’s about knowing what to cut.

Dustin

215,082 Aufrufe • vor 4 Monaten

"I think the one that stands out probably the most is that you have to train to all-out failure to optimize muscle development. So I came from the old school, either you go all out, or you go home, or the vein in the side of my head wasn't bulging at the end of every set. I wasn't training hard enough. And the research that we have on the topic now really shows you can be a couple reps or three short of failure and still get roughly the same amount of muscle growth." Brad Schoenfeld, PhD

"I think the one that stands out probably the most is that you have to train to all-out failure to optimize muscle development. So I came from the old school, either you go all out, or you go home, or the vein in the side of my head wasn't bulging at the end of every set. I wasn't training hard enough. And the research that we have on the topic now really shows you can be a couple reps or three short of failure and still get roughly the same amount of muscle growth." Brad Schoenfeld, PhD

Louisa Nicola

11,927 Aufrufe • vor 1 Monat

Gavin on why people misunderstand what makes TSMC so valuable: "One of the most undervalued pieces of the supply chain story is that almost none of these things are buy it once and never talk to the vendor again. You have to go collaborate. That is the most important part of being successful in chips. People look at the tech, and the tech is the best in the world. But the real value is all in the service. TSMC's customer service is way better than I've seen at any company in any industry. If you say, we think you can improve your yield by making this change, they will go run an experiment on their own dime to see if they can get the higher yield. When we found we were right and it worked, they moved it over to the rest of the line. If I go to a steelworks plant and say I want you to change the composition of the steel, they'll say screw you. Not TSMC. It's why they're number one, and why they're going to win."

Gavin on why people misunderstand what makes TSMC so valuable: "One of the most undervalued pieces of the supply chain story is that almost none of these things are buy it once and never talk to the vendor again. You have to go collaborate. That is the most important part of being successful in chips. People look at the tech, and the tech is the best in the world. But the real value is all in the service. TSMC's customer service is way better than I've seen at any company in any industry. If you say, we think you can improve your yield by making this change, they will go run an experiment on their own dime to see if they can get the higher yield. When we found we were right and it worked, they moved it over to the rest of the line. If I go to a steelworks plant and say I want you to change the composition of the steel, they'll say screw you. Not TSMC. It's why they're number one, and why they're going to win."

Invest Like the Best

71,350 Aufrufe • vor 17 Tagen

Can we drop the whole ‘Conservatives are terrible’ thing already? They’ve run Canada for 9 of the last 32 years… and the last 10 have been under this mess. So who’s really to blame? The Conservative government that—by every metric—had us on the right track… or the establishment that’s had a 32-year grip and has been manipulating you to keep them in power?

Can we drop the whole ‘Conservatives are terrible’ thing already? They’ve run Canada for 9 of the last 32 years… and the last 10 have been under this mess. So who’s really to blame? The Conservative government that—by every metric—had us on the right track… or the establishment that’s had a 32-year grip and has been manipulating you to keep them in power?

Jasmin Laine 🇨🇦

83,804 Aufrufe • vor 11 Monaten

For two hundred thousand years, intelligence has been the rarest resource on earth. Locked inside individual human minds. Non‑scalable. Scarce. Every advance in civilization — every leap in science, art, industry, and statecraft — flowed from that scarcity. Artificial intelligence breaks that pattern. It makes intelligence abundant. It makes it cheap. It makes it scale. This is not just another wave of automation or software. It is the industrialization of intelligence itself. When intelligence becomes a utility, it stops being a tool that sits on top of society and starts becoming the foundation of society. It is a transformation as profound as the harnessing of electricity — but on a higher plane. Electricity powered machines. Industrial intelligence powers knowledge. And knowledge shapes everything. This shift will reorder the very structures that underpin nations. The two pillars that define sovereignty — economic strength and security — are being rebuilt on a substrate of machine intelligence. Nations that master this new utility will not simply gain efficiency. They will redefine what prosperity, power, and freedom mean in the 21st century. For me, this is the central story of our time. It is not about the latest app. It is not about hype cycles. It is about the first time in history that intelligence itself — the raw material of progress — has become infinite and industrial. The question is not whether it will transform society. It already is. The question is who will shape that transformation.

For two hundred thousand years, intelligence has been the rarest resource on earth. Locked inside individual human minds. Non‑scalable. Scarce. Every advance in civilization — every leap in science, art, industry, and statecraft — flowed from that scarcity. Artificial intelligence breaks that pattern. It makes intelligence abundant. It makes it cheap. It makes it scale. This is not just another wave of automation or software. It is the industrialization of intelligence itself. When intelligence becomes a utility, it stops being a tool that sits on top of society and starts becoming the foundation of society. It is a transformation as profound as the harnessing of electricity — but on a higher plane. Electricity powered machines. Industrial intelligence powers knowledge. And knowledge shapes everything. This shift will reorder the very structures that underpin nations. The two pillars that define sovereignty — economic strength and security — are being rebuilt on a substrate of machine intelligence. Nations that master this new utility will not simply gain efficiency. They will redefine what prosperity, power, and freedom mean in the 21st century. For me, this is the central story of our time. It is not about the latest app. It is not about hype cycles. It is about the first time in history that intelligence itself — the raw material of progress — has become infinite and industrial. The question is not whether it will transform society. It already is. The question is who will shape that transformation.

Nina Schick

125,274 Aufrufe • vor 6 Monaten

Michael Owen explains why Kylian Mbappé is BETTER than Haaland and Harry Kane. "There's efficient centre-forwards. We've spoke about Kane, Lewandowski as well... and Haaland." "They're never going to let you down. They're always going to score plenty of goals." "But in big games, in the most precious moments... he can take a game away from someone." "If you're a centre-half, I don't think you're losing sleep if you're going to mark the players I've just mentioned." "None of them are going to beat you for skill." "None of them are going to run away from you." "None of them are going to strike fear." "But Mbappé will." "He's got the ability to embarrass you." "If he gets you out wide... a bit of skill... his touch is brilliant." "Raw pace." "He can finish." "He can take the game away." "And somebody that can take a game away from you through brilliance has got to be the best."

Michael Owen explains why Kylian Mbappé is BETTER than Haaland and Harry Kane. "There's efficient centre-forwards. We've spoke about Kane, Lewandowski as well... and Haaland." "They're never going to let you down. They're always going to score plenty of goals." "But in big games, in the most precious moments... he can take a game away from someone." "If you're a centre-half, I don't think you're losing sleep if you're going to mark the players I've just mentioned." "None of them are going to beat you for skill." "None of them are going to run away from you." "None of them are going to strike fear." "But Mbappé will." "He's got the ability to embarrass you." "If he gets you out wide... a bit of skill... his touch is brilliant." "Raw pace." "He can finish." "He can take the game away." "And somebody that can take a game away from you through brilliance has got to be the best."

HK

303,173 Aufrufe • vor 8 Tagen

Elon Musk said the most dangerous thing ever spoken on a stage. Not about Mars. Not about rockets. About you. Musk: “The most important mistake I see smart people making is assuming that they’re smart.” He wasn’t talking about IQ. He was talking about what happens when intelligence becomes your identity. Kasparov. Greatest chess mind in human history. Deep Blue crushed him in 1997. Your phone can now crush the world chess champion. Not a close match. Not on his best day. Literally. The world didn’t panic. It adjusted the definition. “Chess isn’t real intelligence.” Nobody flinched. Musk: “We just keep moving the goalposts.” That line should terrify you more than any AI headline ever written. Because he’s not describing technology. He’s describing a pattern that has never once been broken. Machine beats human at chess. “That’s just pattern matching.” Machine beats human at language. “That’s just autocomplete.” Machine beats human at reasoning. “That’s just…” You see where this ends. Every time a machine crosses a line we said only humans could cross, we don’t sit with it. We redraw the line. And call it nuance. That is not intelligence defending itself. That is pride bleeding out slowly enough to mistake for composure. Elon didn’t say machines are smarter to provoke a reaction. He said it because the people who refuse to hear it are the ones it’s coming for. Not from AI. From the version of themselves that would rather redefine reality than face it. That’s the real danger he was pointing at. Not the machine that outperforms you. The story you tell yourself about why it doesn’t count. One day there will be no goalpost left to move. The people who spent years moving them won’t have sharpened a thing. Too busy protecting their ego. The machine didn’t replace you. You were just standing where the goalpost used to be.

Elon Musk said the most dangerous thing ever spoken on a stage. Not about Mars. Not about rockets. About you. Musk: “The most important mistake I see smart people making is assuming that they’re smart.” He wasn’t talking about IQ. He was talking about what happens when intelligence becomes your identity. Kasparov. Greatest chess mind in human history. Deep Blue crushed him in 1997. Your phone can now crush the world chess champion. Not a close match. Not on his best day. Literally. The world didn’t panic. It adjusted the definition. “Chess isn’t real intelligence.” Nobody flinched. Musk: “We just keep moving the goalposts.” That line should terrify you more than any AI headline ever written. Because he’s not describing technology. He’s describing a pattern that has never once been broken. Machine beats human at chess. “That’s just pattern matching.” Machine beats human at language. “That’s just autocomplete.” Machine beats human at reasoning. “That’s just…” You see where this ends. Every time a machine crosses a line we said only humans could cross, we don’t sit with it. We redraw the line. And call it nuance. That is not intelligence defending itself. That is pride bleeding out slowly enough to mistake for composure. Elon didn’t say machines are smarter to provoke a reaction. He said it because the people who refuse to hear it are the ones it’s coming for. Not from AI. From the version of themselves that would rather redefine reality than face it. That’s the real danger he was pointing at. Not the machine that outperforms you. The story you tell yourself about why it doesn’t count. One day there will be no goalpost left to move. The people who spent years moving them won’t have sharpened a thing. Too busy protecting their ego. The machine didn’t replace you. You were just standing where the goalpost used to be.

Dustin

108,026 Aufrufe • vor 2 Monaten

An alien movie…that never shows an alien. Disclosure Day from Steven Spielberg looks really good. From this trailer, it suggests the ‘aliens’ are channeling a message through humans. So…the announcement that ‘we are not alone’ will come from an alien consciousness that’s using a human avatar as a speaker. This, of course, happens every day. The Monroe Institute Explorer Team channeled non-human intelligences frequently…it’s all on film. You can find the recordings on their YouTub from decades ago. What makes the premise of this movie unique, is the channeler is an unsuspecting human…on live TV. This is a fantastic vehicle for disclosure.

Jordan Crowder

371,150 Aufrufe • vor 7 Monaten

Innovation comes when you create space for it. But the wisdom and intuition that goes into that innovation comes from being able to recognize patterns over a long period of time. It’s like going against a computer at chess. You iterate and adapt your moves until you find the right combination that solves the problem. It’s one of the reasons why LLCOOLJ is still on the top of his game.

Innovation comes when you create space for it. But the wisdom and intuition that goes into that innovation comes from being able to recognize patterns over a long period of time. It’s like going against a computer at chess. You iterate and adapt your moves until you find the right combination that solves the problem. It’s one of the reasons why LLCOOLJ is still on the top of his game.

Frank Cooper III

10,974 Aufrufe • vor 9 Monaten