正在加载视频...

视频加载失败

加载此视频时出现问题。这可能是由于临时网络问题，或视频可能不可用。

How a math PhD built a $10,000,000,000 empire with exactly ZERO human traders. Alexander Gerko founded XTX Markets. They trade $300 Billion every single day. No charts, no financial news, no stress. Just pure machine learning predicting price action. While retail traders draw support lines and panic, his automated... show more

ludoonchart

1,636 subscribers

61,423 次观看 • 4 个月前 •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

0 条评论

暂无评论

原始帖子的评论将显示在这里

相关视频

A quantitative fund founded by pro poker players quietly controls an $800,000,000,000 options empire Susquehanna (SIG) handles 20% of the US options market. They treat trading like a solved math equation, using pure probability to extract the house edge Are you the casino calculating probabilities, or the gambler hoping for a lucky pump? Be honest below Bookmark & watch their founder explain how poker built a $67B fortune. Then read the quoted post to see how another giant dominates the market

A quantitative fund founded by pro poker players quietly controls an $800,000,000,000 options empire Susquehanna (SIG) handles 20% of the US options market. They treat trading like a solved math equation, using pure probability to extract the house edge Are you the casino calculating probabilities, or the gambler hoping for a lucky pump? Be honest below Bookmark & watch their founder explain how poker built a $67B fortune. Then read the quoted post to see how another giant dominates the market

ludoonchart

131,573 次观看 • 4 个月前

Ken Griffin just explained exactly why you keep losing money when asked how Citadel made the biggest profit in wall street history during the 2022 crash - he exposed the cold truth: "in 2022 the market crashed 20% and regular investors got wiped out - we didn't panic, we just ran the math and walked away with $16 billion in pure profit" "people sit at home drawing lines on charts hoping to guess the next big trend - we spend $1 billion a year on computers that execute 7 million trades a day" "we don't care if a company is good or bad - we execute 20% of all us volume every single day just scooping up the pennies that retail traders drop out of fear" Griffin didn't build a $60 billion empire by predicting the future. He built it by exploiting the fear and greed of regular people with cold, ruthless speed bookmark and watch him break down the reality of the game

Ken Griffin just explained exactly why you keep losing money when asked how Citadel made the biggest profit in wall street history during the 2022 crash - he exposed the cold truth: "in 2022 the market crashed 20% and regular investors got wiped out - we didn't panic, we just ran the math and walked away with $16 billion in pure profit" "people sit at home drawing lines on charts hoping to guess the next big trend - we spend $1 billion a year on computers that execute 7 million trades a day" "we don't care if a company is good or bad - we execute 20% of all us volume every single day just scooping up the pennies that retail traders drop out of fear" Griffin didn't build a $60 billion empire by predicting the future. He built it by exploiting the fear and greed of regular people with cold, ruthless speed bookmark and watch him break down the reality of the game

ludoonchart

382,262 次观看 • 3 个月前

Before Jeff Bezos built Amazon, he worked for a computer scientist who extracted $50,000,000,000 using "Ghost Patterns" David Shaw didn't know anything about finance. He built massive supercomputers to treat the stock market as a pure data structure. Instead of reading the news, his code hunts for "Ghost Patterns" ,mathematical anomalies that make zero logical sense to the human brain, but systematically print money. He proved that human intuition is a bug, and pure computational code is the only edge. Bookmark & watch this breakdown of how D.E. Shaw hacked the market. Then read below to see how modern quants automate these exact systems today

Before Jeff Bezos built Amazon, he worked for a computer scientist who extracted $50,000,000,000 using "Ghost Patterns" David Shaw didn't know anything about finance. He built massive supercomputers to treat the stock market as a pure data structure. Instead of reading the news, his code hunts for "Ghost Patterns" ,mathematical anomalies that make zero logical sense to the human brain, but systematically print money. He proved that human intuition is a bug, and pure computational code is the only edge. Bookmark & watch this breakdown of how D.E. Shaw hacked the market. Then read below to see how modern quants automate these exact systems today

ludoonchart

218,668 次观看 • 4 个月前

George Soros on the illusion of predicting the market: "financial markets are usually unpredictable. so one has to have different scenarios. the idea that you can actually predict what will happen contradicts my way of looking at the market." retail traders are obsessed with being prophets. they draw a hundred lines on a chart, convince themselves they know exactly where the price is going, and marry their analysis. when the market inevitably does something else, they freeze. their ego won't let them pivot, so they just hold and hope until they get liquidated the guys who actually pull money out of the market don't predict a damn thing they don't care if the chart goes up, down, or sideways. instead of trying to outsmart the future, they build a system of reactions. they map out every possible scenario in advance, so when the market makes a move, they don't have to think, panic, or feel. they just execute the math trading isn't about having a crystal ball. it's about being so adaptable that you can extract profit no matter how wrong your initial guess was bookmark and watch the video below

George Soros on the illusion of predicting the market: "financial markets are usually unpredictable. so one has to have different scenarios. the idea that you can actually predict what will happen contradicts my way of looking at the market." retail traders are obsessed with being prophets. they draw a hundred lines on a chart, convince themselves they know exactly where the price is going, and marry their analysis. when the market inevitably does something else, they freeze. their ego won't let them pivot, so they just hold and hope until they get liquidated the guys who actually pull money out of the market don't predict a damn thing they don't care if the chart goes up, down, or sideways. instead of trying to outsmart the future, they build a system of reactions. they map out every possible scenario in advance, so when the market makes a move, they don't have to think, panic, or feel. they just execute the math trading isn't about having a crystal ball. it's about being so adaptable that you can extract profit no matter how wrong your initial guess was bookmark and watch the video below

ludoonchart

116,274 次观看 • 3 个月前

A single algorithmic firm quietly trades $50,000,000,000 every single day Hudson River Trading (HRT) controls 10% of the ENTIRE US stock market. They don’t draw trendlines. They use pure math like Hidden Markov Models to decode invisible regimes from noise If 10% of the market is controlled by pure math, what is your actual edge? Drop your thoughts in the comments Bookmark & watch HRT's Head of AI explain how their algorithms dominate the market below. Then read the quoted thread to see the exact math they use

A single algorithmic firm quietly trades $50,000,000,000 every single day Hudson River Trading (HRT) controls 10% of the ENTIRE US stock market. They don’t draw trendlines. They use pure math like Hidden Markov Models to decode invisible regimes from noise If 10% of the market is controlled by pure math, what is your actual edge? Drop your thoughts in the comments Bookmark & watch HRT's Head of AI explain how their algorithms dominate the market below. Then read the quoted thread to see the exact math they use

ludoonchart

166,328 次观看 • 4 个月前

Leon Cooperman built a $10 billion hedge fund empire by simply outworking everyone else on wall street in this exact interview he drops a brutal truth: "with an average iq and a strong work ethic, you can go very far. if you don't want to work and think, just buy a low-cost index fund." while modern traders rely on algorithms, he built his massive edge reading thousands of pages of boring balance sheets. this rare 1.5-hour interview is an absolute masterclass on his psychological framework bookmark & watch a billionaire break down his system

Leon Cooperman built a $10 billion hedge fund empire by simply outworking everyone else on wall street in this exact interview he drops a brutal truth: "with an average iq and a strong work ethic, you can go very far. if you don't want to work and think, just buy a low-cost index fund." while modern traders rely on algorithms, he built his massive edge reading thousands of pages of boring balance sheets. this rare 1.5-hour interview is an absolute masterclass on his psychological framework bookmark & watch a billionaire break down his system

ludoonchart

129,310 次观看 • 4 个月前

jane street made $4 billion last year they employ almost no traders just physicists building AI while retail draws support lines, their models are running: > 2 million signals per second from order flow > news sentiment scored in 0.3ms before your feed updates > regime detection that flags state shifts before price confirms by the time you see a candle, trade is closed and profit is locked and here's what should actually bother you: every paper behind this stack is public datasets are free. arxiv has the math tick data runs $50/month they didn't find secret knowledge Boomark it and create your own pipeline they built a better system before you knew a different game existed

jane street made $4 billion last year they employ almost no traders just physicists building AI while retail draws support lines, their models are running: > 2 million signals per second from order flow > news sentiment scored in 0.3ms before your feed updates > regime detection that flags state shifts before price confirms by the time you see a candle, trade is closed and profit is locked and here's what should actually bother you: every paper behind this stack is public datasets are free. arxiv has the math tick data runs $50/month they didn't find secret knowledge Boomark it and create your own pipeline they built a better system before you knew a different game existed

Livsun

33,432 次观看 • 4 个月前

Ken Griffin's ultimate rule for survival is brutally simple when asked how Citadel survived a near-death experience in 2008 to become a $60 billion empire - he dropped pure reality: "we lost 50% of our capital and our flagship fund was down $8 billion - that's when you realize your textbook risk models mean absolutely nothing" "when you are bleeding $500 million a week you don't survive by having conviction - you survive by aggressively protecting cash" "today we execute 20% of all US volume - we don't hold losers praying for a bounce, if the math breaks, we liquidate immediately" Griffin didn't build Citadel by predicting the future. He built it by completely removing human emotion and ego from the equation when the market collapses. bookmark and watch him break down the reality of risk

Ken Griffin's ultimate rule for survival is brutally simple when asked how Citadel survived a near-death experience in 2008 to become a $60 billion empire - he dropped pure reality: "we lost 50% of our capital and our flagship fund was down $8 billion - that's when you realize your textbook risk models mean absolutely nothing" "when you are bleeding $500 million a week you don't survive by having conviction - you survive by aggressively protecting cash" "today we execute 20% of all US volume - we don't hold losers praying for a bounce, if the math breaks, we liquidate immediately" Griffin didn't build Citadel by predicting the future. He built it by completely removing human emotion and ego from the equation when the market collapses. bookmark and watch him break down the reality of risk

ludoonchart

484,274 次观看 • 3 个月前

Ron Baron is the most ruthless long-term predator on Wall Street while average traders panic sell for a 20% gain, he waits a decade and walks away with $8 billion in pure profit "it took me four years of visiting Elon Musk just to get convinced. average guys buy a stock and check the price 10 times a day - i watched Tesla triple, completely missed the rally, and then dumped $400 million in it when i knew for a fact it was going to change the world." "the crowd is obsessed with taking tiny profits off the table - we held our position through absolute hell, and turned that initial check into $8 billion" "now everyone is fighting over generic AI stocks - we are dumping billions into Spacex because we are completely convinced it will become a $30 trillion empire and the single largest company in human history" Baron didn't build a $55 billion fund by trading the daily news cycle or listening to analysts. he built it by finding generational visionaries, buying a massive stake, and completely ignoring the noise for 10 years watch his brand new interview breaking down why he is betting everything on Spacex

ludoonchart

105,061 次观看 • 3 个月前

David Tepper on what to do when you have zero edge: "i don't have an opinion on the stock market. i just don't feel it being involved. i'm here on the bond market... i definitely have more of an opinion on this one." most guys feel physically sick if they are not in an active trade. if the market is chopping sideways in a muddy range, they will just force an entry anyway. they sit there clicking buttons and handing their account balance to the algos out of pure boredom Tepper runs a massive fund, and his biggest flex is simply admitting when he has no clue what the stock market is about to do instead of guessing, he takes his money and moves it to a completely different market where the setup is actually clean and the central banks are telling him exactly what they want you do not have to trade every single day. you do not have to trade the same ticker all year. if the chart looks like trash and you have no read on it, sitting in cash is a real position stop forcing plays just to feel something. only step in when the math makes sense bookmark and watch the 2016 archive here

David Tepper on what to do when you have zero edge: "i don't have an opinion on the stock market. i just don't feel it being involved. i'm here on the bond market... i definitely have more of an opinion on this one." most guys feel physically sick if they are not in an active trade. if the market is chopping sideways in a muddy range, they will just force an entry anyway. they sit there clicking buttons and handing their account balance to the algos out of pure boredom Tepper runs a massive fund, and his biggest flex is simply admitting when he has no clue what the stock market is about to do instead of guessing, he takes his money and moves it to a completely different market where the setup is actually clean and the central banks are telling him exactly what they want you do not have to trade every single day. you do not have to trade the same ticker all year. if the chart looks like trash and you have no read on it, sitting in cash is a real position stop forcing plays just to feel something. only step in when the math makes sense bookmark and watch the 2016 archive here

ludoonchart

420,069 次观看 • 3 个月前

someone turned $134 to $799,840 just by trading 5m crypto markets At first it looks like a lucky run. Then you open the wallet… > 23,495+ trades > Only 5-min BTC markets > Same behavior every single cycle No hesitation, no overtrading and no emotional spikes. The reason? It's NOT a trader. It’s an OpenClaw machine. Every 5 minutes the same loop: Market opens -> BTC gets scanned -> position executed -> closed -> repeat His wallet: Copytrading his: These short-term markets aren’t about being right long-term. They’re about reacting faster than everyone else in the room. Humans read charts. Bots read data streams. By the time you click buy, the opportunity is already gone. That’s why these wallets look perfect. Because they removed the one thing that kills most traders: Decision-making. If you’re trading 5-min markets manually, you’re not competing. You’re providing liquidity to someone like this.

someone turned $134 to $799,840 just by trading 5m crypto markets At first it looks like a lucky run. Then you open the wallet… > 23,495+ trades > Only 5-min BTC markets > Same behavior every single cycle No hesitation, no overtrading and no emotional spikes. The reason? It's NOT a trader. It’s an OpenClaw machine. Every 5 minutes the same loop: Market opens -> BTC gets scanned -> position executed -> closed -> repeat His wallet: Copytrading his: These short-term markets aren’t about being right long-term. They’re about reacting faster than everyone else in the room. Humans read charts. Bots read data streams. By the time you click buy, the opportunity is already gone. That’s why these wallets look perfect. Because they removed the one thing that kills most traders: Decision-making. If you’re trading 5-min markets manually, you’re not competing. You’re providing liquidity to someone like this.

AdiiX

33,603 次观看 • 6 个月前

I built a bot for 5-min BTC markets using OpenClaw $50 -> $823 This type of market has a crazy opportunity since every trade is basically 2x. If your win rate is above 50%, you can realistically scale to $10,000+ examples: NickyNic / +$82,000 in a day profile: Xander-corvus2 / +$102,299 in a day profile: These aren't some pro traders, two profiles were created just days ago, they just know how to use Fast-Loop properly that's exactly why i built this bot > scans arbitrage every 5 mins > compares price with Binance and CoinGecko The result is a fully automated 24/7 system - it catches the move before Polymarket reacts and enters first

Noisy

593,791 次观看 • 7 个月前

🚨 NO WAY… $500K profit with Clawdbot and Polymarket, all automated This is NOT bait and it’s not made up. If you trade on Polymarket, you NEED to see this. He started small, built a fully autonomous system, and scaled it into a machine generating ~$500K in profit No insider access No ties to Trump or Musk Just a developer who integrated moltbot (clawdbot) directly into Polymarket Profile → Copytrade → I reviewed his setup and ngl, it caught me off guard No hype strategies No discretionary trading No human intervention at all The entire system runs fully autonomously His FULL strategy: 1. 15-minute BTC & ETH micro arbitrage The bot trades short-duration Bitcoin and Ethereum markets with 15-minute resolution. Within these fast markets, it exploits moments where YES + NO temporarily price below $1. By integrating moltbot (clawdbot) directly into Polymarket, the system captures these gaps instantly, without prediction or bias 2. Automation over reaction When volatility spikes and emotions take over, the system executes mechanically. No hesitation, no latency, no human delay. By the time most traders react, the inefficiency is already gone 3. Scale through autonomy Each trade earns cents, not dollars. But full automation allows nonstop repetition at massive frequency, with zero fatigue Scale matters 29,256 trades executed, each insignificant on its own. Stacked together, they compounded into nearly $500K in profit Bottom line IMO, there’s a quiet bot war unfolding on Polymarket Manual traders argue setups Machines exploit structure And as long as inefficiencies exist, autonomous systems will keep printing.

Shelpid.WI3M

985,887 次观看 • 8 个月前

Ron Baron believes that trading for a quick 20% gain is the fastest way to stay broke "most guys buy bonds or keep cash just to feel safe making 4% - we have never owned a single bond because paper currency is designed to lose its value every day" "the crowd buys a stock with a 3-month plan and panics at a 10% drop - our minimum holding period is 10 years, because that is how you turn a million into a billion" "regular traders obsess over next week's chart patterns - we only care if the founder has the drive to double the size of the business every 5 years" Baron didn't build a $40 billion fund by guessing the next trend. he built it by finding generational monopolies, backing great founders, and doing absolutely nothing for decades watch him break down his exact investment strategy

Ron Baron believes that trading for a quick 20% gain is the fastest way to stay broke "most guys buy bonds or keep cash just to feel safe making 4% - we have never owned a single bond because paper currency is designed to lose its value every day" "the crowd buys a stock with a 3-month plan and panics at a 10% drop - our minimum holding period is 10 years, because that is how you turn a million into a billion" "regular traders obsess over next week's chart patterns - we only care if the founder has the drive to double the size of the business every 5 years" Baron didn't build a $40 billion fund by guessing the next trend. he built it by finding generational monopolies, backing great founders, and doing absolutely nothing for decades watch him break down his exact investment strategy

ludoonchart

436,110 次观看 • 3 个月前

🚨WAIT WHAT?! $600k Polymarket bot (now open source) just leaked online And ANYONE can run it right now. Polymarket users this MATTERS. I thought it was one lucky election hit. Instead, it turned out to be a repeatable system built on patience, scaled into $639K in profit in five months and parts of the bot logic are now circulating publicly No insider access No privileged information No narrative edge Just a wallet executing a strategy whose core code is now floating around as open source Profile → To copytrade → I dug through his history and ngl, it caught me off guard No oversized gambles No hero trades No randomness at all Everything follows the same pattern His FULL strategy and his bot: 1. 15-minute BTC, ETH & SOL entries The wallet operates in short 15-minute windows across BTC, ETH, and SOL markets. Instead of predicting outcomes, it enters during brief moments of maximum fear, when traders rush to exit at a loss. The execution is identical every time. 2. Patience over prediction He never enters early. Never chases. Never reacts late. The position is taken exactly when the crowd panic-sells. While others lock in -12%, this wallet absorbs the liquidity they create. 3. Consistency over size Most positions are small. Thousands of micro-entries. No single trade carries the strategy. The edge comes from repeating the same behavior relentlessly Github → Scale matters 2,417 markets traded. Largest single win: $69.8K. Current exposure: $140K. The profit curve moves in one direction up only Bottom line IMO, there’s a quiet skill gap on Polymarket Most traders try to predict A few traders wait for fear And as long as panic exists, someone will keep getting paid for fading it.

Shelpid.WI3M

26,763 次观看 • 8 个月前

Nassim Taleb built his empire by realizing that the modern obsession with safety and stability is exactly what gets you killed in the real world in a deep-dive interview, he dropped a brutal reality check on why trying to eliminate stress from your life or your portfolio is the ultimate trap: "i use the metaphor of a cat versus a washing machine. a washing machine is mechanical-it will never self-heal. but a cat is organic, and it absolutely requires disorder to survive" "if you don't have enough disorder and stress hitting your system, your bones literally become brittle. a massive share of what we call aging and decline actually just comes from pure atrophy and a lack of stress" "the crowd always tries to eliminate the 'boom and bust' cycle. they want a completely predictable world. if they were in charge of nature, they would eliminate the seasons and make the weather perfectly flat year-round" "but what looks on the surface to be completely stable and unchanging is actually incredibly fragile. depriving an organic system of disorder is exactly what destroys it" bookmark and watch his full interview breaking down the absolute necessity of stress

Nassim Taleb built his empire by realizing that the modern obsession with safety and stability is exactly what gets you killed in the real world in a deep-dive interview, he dropped a brutal reality check on why trying to eliminate stress from your life or your portfolio is the ultimate trap: "i use the metaphor of a cat versus a washing machine. a washing machine is mechanical-it will never self-heal. but a cat is organic, and it absolutely requires disorder to survive" "if you don't have enough disorder and stress hitting your system, your bones literally become brittle. a massive share of what we call aging and decline actually just comes from pure atrophy and a lack of stress" "the crowd always tries to eliminate the 'boom and bust' cycle. they want a completely predictable world. if they were in charge of nature, they would eliminate the seasons and make the weather perfectly flat year-round" "but what looks on the surface to be completely stable and unchanging is actually incredibly fragile. depriving an organic system of disorder is exactly what destroys it" bookmark and watch his full interview breaking down the absolute necessity of stress

ludoonchart

64,220 次观看 • 3 个月前

Thomas Peterffy never read a single investment book - just borrowed $100 from his father and built the world's best $110 billion brokerage firm he finally opened up about the one principle behind every trade he's ever made "every two cents the stock goes down, I buy a thousand shares - then sell as it climbs - I prefer trading profits to position profits" he landed in New York at 21 with no English - "learning to code was easier than learning the language" - so he let computers do what he couldn't, and built the first machine that traded on its own Goldman Sachs came knocking with a $900 million offer - he turned it down -then said "$3 billion" just to end the conversation - today his firm is worth over $110 billion on the AI bubble: "we're not there yet - but we will be AI works where behavior can be predicted - molecules, atoms - general intelligence is still far away" bookmark & watch ↓

Thomas Peterffy never read a single investment book - just borrowed $100 from his father and built the world's best $110 billion brokerage firm he finally opened up about the one principle behind every trade he's ever made "every two cents the stock goes down, I buy a thousand shares - then sell as it climbs - I prefer trading profits to position profits" he landed in New York at 21 with no English - "learning to code was easier than learning the language" - so he let computers do what he couldn't, and built the first machine that traded on its own Goldman Sachs came knocking with a $900 million offer - he turned it down -then said "$3 billion" just to end the conversation - today his firm is worth over $110 billion on the AI bubble: "we're not there yet - but we will be AI works where behavior can be predicted - molecules, atoms - general intelligence is still far away" bookmark & watch ↓

bodila

90,283 次观看 • 2 个月前

George Soros on the reality of taking losses: "once we realize that imperfect understanding is the human condition there is no shame in being wrong, only in failing to correct our mistakes." nobody has a perfect win rate. taking a red trade is just a cost of doing business, not an insult to your iq the gap between pros and retail is simple. retail takes a loss, their ego gets bruised, and they baghold until the account blows up praying for a magical bounce. a pro sees the thesis is dead, cuts the trade with zero emotion, and moves on to the next setup needing to be right all the time will bankrupt you. the market doesn't give a damn about your ego. being wrong is fine. staying wrong is how you lose everything bookmark and watch the video below

George Soros on the reality of taking losses: "once we realize that imperfect understanding is the human condition there is no shame in being wrong, only in failing to correct our mistakes." nobody has a perfect win rate. taking a red trade is just a cost of doing business, not an insult to your iq the gap between pros and retail is simple. retail takes a loss, their ego gets bruised, and they baghold until the account blows up praying for a magical bounce. a pro sees the thesis is dead, cuts the trade with zero emotion, and moves on to the next setup needing to be right all the time will bankrupt you. the market doesn't give a damn about your ego. being wrong is fine. staying wrong is how you lose everything bookmark and watch the video below

ludoonchart

50,339 次观看 • 3 个月前

A 34-year-old walked away from a $120K/year oil trading desk job at NYMEX… …and one month later pulled $260K trading oil with an algo bot on Polymarket. No hype. No guessing. Just pure math. He built a 6-layer “brain” that cycles through data, probabilities, and execution — every single trade is calculated, repeatable, and emotionless. No gut feelings. No random entries. Just edge. Even low liquidity? Doesn’t matter. He uses merge + split mechanics to scale size without breaking the market. On Wall Street, he was competing against elite quant teams with million-dollar infrastructure. Here? It’s mostly a handful of sharp traders… and people betting on vibes. I had Claude help me break down his entire system step-by-step. You can build this too. Giving This Free for 24 hours. To get it: 1. Comment the word 'PolyMarket' 2. Like and Retweet this post 3. Follow me Marry Evan (so i can DM You)

A 34-year-old walked away from a $120K/year oil trading desk job at NYMEX… …and one month later pulled $260K trading oil with an algo bot on Polymarket. No hype. No guessing. Just pure math. He built a 6-layer “brain” that cycles through data, probabilities, and execution — every single trade is calculated, repeatable, and emotionless. No gut feelings. No random entries. Just edge. Even low liquidity? Doesn’t matter. He uses merge + split mechanics to scale size without breaking the market. On Wall Street, he was competing against elite quant teams with million-dollar infrastructure. Here? It’s mostly a handful of sharp traders… and people betting on vibes. I had Claude help me break down his entire system step-by-step. You can build this too. Giving This Free for 24 hours. To get it: 1. Comment the word 'PolyMarket' 2. Like and Retweet this post 3. Follow me Marry Evan (so i can DM You)

Marry Evan

15,974 次观看 • 5 个月前

MIT has been teaching this publicly for 50 years. retail traders still draw trendlines andrei markov published the framework in 1906. hedge funds found it in the 70s built billion-dollar operations around it, never told retail it existed markets aren't random - they're state machines trending, ranging, reversing. each state has a fixed historical probability of shifting to the next you build a transition matrix from real price data: trending -> stays trending: 68% trending -> flips to range: 21% trending -> reverses: 11% now you're not predicting direction. you're entering on 68% historical completion that's not a signal, that's conditional probability compounding every single trade math is free, data is free, implementation is ~200 lines of python what's not free: knowing this framework exists while everyone around you draws support levels and hopes renaissance has run this since 1988. paper was always public edge was never secret. just never pointed out

MIT has been teaching this publicly for 50 years. retail traders still draw trendlines andrei markov published the framework in 1906. hedge funds found it in the 70s built billion-dollar operations around it, never told retail it existed markets aren't random - they're state machines trending, ranging, reversing. each state has a fixed historical probability of shifting to the next you build a transition matrix from real price data: trending -> stays trending: 68% trending -> flips to range: 21% trending -> reverses: 11% now you're not predicting direction. you're entering on 68% historical completion that's not a signal, that's conditional probability compounding every single trade math is free, data is free, implementation is ~200 lines of python what's not free: knowing this framework exists while everyone around you draws support levels and hopes renaissance has run this since 1988. paper was always public edge was never secret. just never pointed out

Livsun

13,963 次观看 • 3 个月前