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Jim Chanos called Enron before it collapsed - by reading the one page everyone skipped. now he says the same trick is hiding in plain sight again. the trick: in a spending boom, one dollar gets counted twice. booked as profit by the company selling the gear - quietly...

433,959 görüntüleme • 1 ay önce •via X (Twitter)

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CEO of a trillion-dollar company sat in a Stanford classroom in 2011 and explained exactly how he built it. No PR team, no prepared remarks, no investors in the room. No business school has ever added the recording to a syllabus. His name is Jensen Huang. He co-founded NVIDIA in 1993 with $40,000. By 2011 the company was worth $9 billion. Today it is worth over $3 trillion. He walked into the Stanford ASES Summit and gave away the entire playbook to a room of fifty students for free. The lecture is about when to bet everything on one technology before the market knows it exists. He did it with GPUs. Then with CUDA. Then with AI infrastructure. Three bets, same logic, same company, three different industries. The uncomfortable part is what he says about risk. He almost went bankrupt twice. What he did both times is the opposite of what every MBA program teaches. Business schools charge $200K in tuition to teach frameworks he rejected before his company was worth a billion. Every founder podcast repeats the same five lessons. Almost none of them mention what Huang actually did when the company was ninety days from dying. That part is in the lecture. It has been free for fifteen years. Filmed by a student with a handheld camera. Audio cuts in and out. He gave away the playbook of the most valuable company on Earth to fifty people. Almost nobody watched it. One classroom. One camera. The full lecture is free. It is in the video.

Tigerflow

70,947 görüntüleme • 10 gün önce

THIS BUBBLE IS WORSE THAN 2000 If you have money in the stock market, read this carefully. The market is climbing while liquidity gets pulled out underneath it. Now look at valuations. Shiller CAPE: 42.05. The only time it was higher was 1999, right before the dot-com crash. Buffett Indicator: 229.9%. In 2000, it was 146%. That means today’s market is 1.6x higher than the dot-com peak by that metric. Buffett is sitting on $325B in cash and selling stocks. He is not guessing. He is reading the same math. Now concentration. Top 10 stocks control 41% of the S&P 500. They generate only 32% of profits. In 2000, top concentration was 23%. This is not a diversified index anymore. It is a crowded bet on a handful of companies, and most of them are tied to the same AI story. Now add leverage. Margin debt hit $1.28T. That is 4.1% of GDP. In 2000, it was 2.7%. Investors are borrowing more to buy stocks than they did at the dot-com peak. And the reversal may have already started. Margin debt peaked in January 2026 and dropped 4.5% in two months. The S&P dropped 5.9% in the same window. Last time margin debt rolled before the market? 2000. 2007. Every time, the market followed. Now look at AI. In 2000, telecom companies spent billions building fiber for “the internet future.” Capex hit 4.5% of GDP. Today, hyperscalers are spending on data centers for “the AI future.” Tech capex is 4.4% of GDP. Almost the same number. Back then, Lucent and Nortel helped finance customers who bought their equipment. Today, Nvidia invests in companies that buy Nvidia chips. Same loop. Different label. In 2000, the bubble was internet infrastructure. In 2026, it is AI infrastructure. The companies are bigger now. The spending is bigger. The index concentration is worse. The leverage is higher. And the market is priced like the returns are already guaranteed. That is the danger. If one major earnings report shows AI spending is not paying off, the repricing starts. And with 41% of the index sitting in the same trade, there is nowhere clean to hide. That’s why I’m watching this situation very closely right now. When the next move becomes clear, I’ll post it here first. Follow and turn notifications on.

Nonzee

83,631 görüntüleme • 3 ay önce

🚨 THE AI TRADE JUST BROKE. Nasdaq 100 is down 10% from its record. Chips just closed lower four sessions in a row. The moment it turned was July 16. TSMC posted the best quarter in its history. Profit up 77%. Revenue up 33.7%. Then it raised 2026 capex from $56B to $64B and added $100B in Arizona. The stock sold off anyway. Record earnings, and the market sold it. That is the regime change. Good numbers stopped mattering the moment capex started eating the cash flow. Look at what actually changed. The entire AI bull case rested on one assumption: inference gets cheaper. Spend now, scale later, margins explode when compute collapses in price. Here is what happened instead. Memory was 8% of hyperscaler capex in 2023. It is 30% in 2026. Analysts model 48% by 2027. DRAM prices more than doubled this year. LPDDR5 is up over 3x since early 2025. HBM stays short through 2027. Costs are not collapsing. They are compounding. And the market finally noticed the tell. TSMC beat on profit and revenue, then guided capex higher, and the stock sold off. Good earnings are now bearish, because every dollar of capex needs a dollar of return that nobody can show yet. Meanwhile the money still moves in a circle. Anthropic at $965B. OpenAI at $852B. Both funded by the same players buying the same chips. SpaceX down 32% in six weeks, and it is the largest listing in history. This is the same structure as 2000, with better branding. But 2000 did not go straight down either. Nasdaq rallied 40% twice before the real collapse. Both rallies destroyed the shorts who were right too early. That is the phase we are entering now, not the crash. One more squeeze into early 2027. Then the actual dump. I called the $15,768 bottom and the $126,162 top by waiting for exactly this pattern. I am not shorting into the bounce. I am waiting for it to exhaust. Follow and turn notifications on. I post the moment it does.

Nonzee

17,990 görüntüleme • 17 gün önce

🚨 WARNING: SOMETHING VERY WIERD IS HAPPENING. The S&P 500 keeps printing new highs. Everyone is celebrating. Nobody is looking at what's actually holding it up. Semiconductor stocks are now worth $13.4 trillion. 19.7% of the entire index. Five years ago that number was closer to 5%. It quadrupled in a single cycle on a single bet. AI. And here's the number that should concern everyone. AI chips generate 50% of all semiconductor revenue. They represent less than 0.2% of total chip shipments. Half the revenue, a fraction of the volume, trillions in market cap sitting on top of a sliver of actual production. Three companies are carrying all of it. Nvidia. Broadcom. TSMC. The same names in every major institutional portfolio simultaneously. Everyone owns them, nobody can afford to be the first one out. And the way the money moves inside this system should sound familiar. Big players fund AI startups. AI startups spend that money on Big Tech infrastructure. Big Tech reports record AI revenue. Valuations justify the next round, the same dollar completes the loop and gets counted as growth every time. We watched this exact dynamic play out once before. 2000. A handful of tech companies carried the entire market. Valuations made no sense, narratives did the work that fundamentals couldn't. Then one company missed earnings, then another, then the S&P lost 50% and the Nasdaq lost 78%. The current setup is more concentrated, the valuations are more extreme. And one cut in AI spending is all it takes to start the unwind. I called the $16K Bitcoin bottom. I called the $126K top. Every major turn for 15 years public, before the move. The next call is already forming. Follow now and turn on notifications, you'll understand why that matters sooner than you think.

Hanzo ㊗️

18,356 görüntüleme • 1 ay önce

Apple just made every tech giant that went all in on AI look like clowns. For 12 months straight, Apple was the "biggest loser" of the AI era. Its AI team kept losing people. Its Siri overhaul kept getting delayed. And every headline said the same thing: Apple missed the biggest technology shift in a generation. But turns out, the OPPOSITE is actually the case... Apple passed Nvidia to briefly become the most valuable company on Earth again, worth around $4.88 trillion. Apple is up nearly 23% this year. Nvidia is up just 7.3%. Apple is now the best performer in the entire Mag 7. And when you look at why, it's almost funny. Apple won by REFUSING to spend the money everyone said it had to spend. Look at what the rest of Big Tech committed to the AI buildout this year: - Amazon, Google, Meta and Microsoft are spending more than $665 billion combined - Apple is spending about $13.5 billion - That is nearly 50x less than its rivals For a year, that gap was "proof" that Apple had fumbled it. Then the AI trade broke, and the company with no giant AI bill suddenly looked like the smartest one in the room. Apple never took on the risk. It never borrowed the billions to build data centers, and it never had to promise Wall Street that all that spending would pay off later. So when the trade cracked this week, Apple had nothing to crack. It still runs on iPhones and a services business that keeps setting records, not on a bet about AI revenue that has not shown up yet. And the crack itself was real: A Chinese startup called Moonshot dropped a new model that rivals the best from OpenAI and Anthropic, and it messed up the whole market in a single day. Investors are already calling it a Kimi moment, a rerun of the DeepSeek shock that hit these same stocks last year. The Philadelphia semiconductor index fell into a bear market, down 20% from its June peak. The Nasdaq 100 had its worst week in almost a month. Microsoft is now down 20% on the year, its worst stretch since 2022. Every company that went all in on the buildout got hit. Apple, the one that sat it out, is the company that came out on top. Why does this matter? Because for two years the entire market ran on one belief: Spend the most on AI or get left behind. The companies that spent $665 billion were called visionaries. The company that spent $13.5 billion was called a dinosaur. This week the market briefly went the other way. HSBC just upgraded Apple and lifted its price target to $366 from $260. Money that was chasing chips is now hiding in the one megacap with almost no exposure to the thing that just blew up. And the doubts are reaching the top now too: Societe Generale's head of US equity strategy warned this week that the biggest AI spenders are still burning cash so fast that investors are openly asking whether the spending ever pays off. What happens next: Nobody knows if this holds. Apple could lose the top spot again by Monday, and the AI bulls will tell you the buildout always looks reckless right before it pays off. But something bigger happened this week... For one day, the market stopped rewarding the biggest spender and started rewarding the one that kept its wallet shut. If that keeps happening, every board that bet the company on AI has a real problem. And the company that got mocked for doing the least became the safest place to hide from the trade it skipped. What do you think?

Ricardo

37,412 görüntüleme • 1 ay önce

A Chinese mathematician posted a 3 minute video on Bilibili explaining how he lost his $10,000 a month gig to AI. The model he had been training started writing harder math problems than he could invent. He admitted his own mistake in business positioning. He had spent four years hand writing PhD level math problems for Scale AI's reinforcement learning pipeline. $50 to $100 per problem. 200 problems a month. Then synthetic data killed his entire contract category. He was no longer able to invent a problem the machine could not solve. At 2:13 he says the word agent. He says it once. He never says it again in the video. The way he says it is the only thing on screen that did not come off the teleprompter. He has been recording videos off a teleprompter for three months. The teleprompter runs on the same agent that killed his Scale AI work. Every script is generated by Claude. Every word he reads to camera is the agent's. The new job is reading. Someone pulled the script repository from a Cursor instance the dev had left public. The folder was labeled bilibili-laments. Inside were 47 video scripts. All in his voice. All written by Claude. Six months ago a 14 year old in Shenzhen pushed an AI agent to GitHub. Judges said no real world application. 3,100 forks later. The mathematician had been one of them. He had wired the agent into his content pipeline the week Scale AI cut him off. He had been a PhD candidate at one of the top five Chinese math schools. He taught there for two years before going full time on Scale AI contracts. He still has the credentials. He still has the office. He just no longer writes anything. He wanted to show people how AI took his career. He accidentally showed them how AI also took his post mortem.

Carver

11,906 görüntüleme • 2 ay önce

Mark Zuckerberg just told the world his own company shouldn’t exist. Zuckerberg: “I just think in the future almost everyone is gonna have the power of a 10,000-person organization.” He runs Meta. 70,000 employees. He just described a future where one person replaces all of them. And he’s the one building it. That is not a prediction about technology. That is a CEO engineering the obsolescence of his own workforce. While they watch him do it. Every company, every government, every university, every hospital on Earth was built on a single premise. No one person could do it alone. That is not a feature of civilization. It is the foundation. Every hierarchy, every org chart, every payroll ever written exists because of that one limitation. Zuckerberg just announced the limitation is ending. So follow the logic where it leads. If one person can produce the output of ten thousand, what is one person worth? Now look at the word “everyone” in his sentence. Because this does not land on everyone. It never has. The printing press was sold as liberation. It built media empires. The internet was sold as liberation. It built trillion-dollar platforms. The tool always arrives as freedom. It always settles as leverage. And leverage always consolidates upward. Zuckerberg does not gain the power of 10,000 people. He already has that. He gains the power of 10,000 organizations. Zuckerberg: “If the intelligence of a 10,000-person company is not greater than the intelligence of a single person, then what are we doing here?” He was making a case for building AI. Read that again as an employee. A man who commands 70,000 people just questioned whether their collective intelligence exceeds one person’s. That is not a vision for the future. That is the most honest thing a CEO has ever said out loud about the people who built his empire.

Dustin

113,734 görüntüleme • 1 ay önce

The cold is British. They just never told you. ❄️🇬🇧 Every air conditioner, every fridge, every freezer on earth, the cold inside all of it was first made by a Scotsman. In 1756. ❄️🏴󠁧󠁢󠁳󠁣󠁴󠁿 His name was William Cullen, a doctor in Edinburgh. In a warm room, with no ice and no winter, he drew the air from a glass of ether until it boiled cold and drank the heat from the water around it, until the water froze. No one had ever done it before. Then he wrote it down and walked away. No machine, no patent, no fortune. Just the proof, on a bench. It sat there the better part of a century. A British bench built the first machine that worked, and a Scot carried it across the world to Australia, where it froze meat and cooled beer. But cold was only half the story. ❄️📖 To master the air itself took another Scot. When the Houses of Parliament burned down in 1834, David Boswell Reid made the new building breathe, its gothic spires its lungs. At St George's Hall in Liverpool in 1851 he built what is often called the first air-conditioned building on earth. It should have made him. He died forgotten in America instead. 40 years on, Willis Carrier built the machine and earned his name as the father of modern air conditioning. He earned every bit of it. But he did not make the cold. The cold was British. America took that inheritance and cooled the world with it, and that is no theft. That is what an inheritance is for. We are the home of British heroes. Not built by ads, not by the government, built by us. There's a place for you with us. Be part of us. ☝️🇬🇧 Be Proud Of Us. 🙏🇬🇧

Proudofus.uk

56,349 görüntüleme • 1 ay önce