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A quantum physicist lost his funding last year. He's since pulled $487,000 off Polymarket - with the math his grant was supposed to pay for. He doesn't predict where Bitcoin goes. He reads whether it's pinned in place right now - or free to run. His profile: The lab...

36,161 Aufrufe • vor 2 Monaten •via X (Twitter)

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Automation engineer sent two AI to war. One fights to place the trade. The other fights to prove it's a mistake. Only what survives the battle gets his money - $392,000 profit of it so far. He doesn't pick the trades anymore. He built loop and stepped back. His wallet: The article below explains why that second AI, the one whose only job is to say no - is the entire game. Without a real check, you don't have a loop. You have a model agreeing with itself until the account's empty. He builds these loops for a living - agents that ship code and run themselves. One weekend he built one that trades. Here's how the war actually plays out. The maker reads the 5-minute candle and builds a case: buy Up, here's why. The checker has one purpose - break that case. Wrong regime, thin edge, bad timing. Poke one hole and the trade dies on the spot. Only the trades the checker can't kill ever reach the market. Every night the loop writes down which calls went wrong and tightens its own rules. It stops itself cold at the daily loss cap - nothing runs forever. $5,000 → $392,000. The checker vetoes far more trades than it lets through. That's the point. He didn't build a smarter bot. He built one that has to win an argument before it spends a dollar. Save this and read the breakdown below - it's the clearest explanation of loop engineering on your timeline, and it's the exact idea this whole system runs on. Or skip the build: the loop's live right now, two AI arguing over the next candle. Two clicks and its winners land in your wallet too:

cvxv666

42,548 Aufrufe • vor 2 Monaten

Persi Diaconis, Stanford mathematician and former professional magician: "I spent fifty years proving one thing: almost nothing is as random as it looks. The 50.75% that built Renaissance wasn't luck. It was a tiny crack in the randomness, found and repeated a million times." this free lecture holds the exact idea the thread above is built on. and the man giving it isn't a trader. he's a stanford professor and former professional magician who spent his career on one question: where does real randomness end, and where does a hidden edge begin. here is his life's finding. a coin, a shuffle, a market, all look random, yet each hides a faint, measurable bias. on its own that bias is nothing, indistinguishable from luck. repeat it enough times and it stops being luck and becomes a law. that faint crack, found and repeated, is the whole distance between a 50.75% win rate and a hundred billion dollars. none of this is new or hidden. diaconis has taught it for decades, the math runs back to 1713, and the lecture is free. i mapped the full system in my article, expected value, kelly, and this. same point the thread makes: the edge was sitting in plain sight. here is the part the gurus skip. a faint edge only pays if you survive long enough to reach it, and that takes correct sizing and the patience to trust it through thousands of losing-looking trades. most quit while it still looks like randomness. the math is free. the nerve to hold it is the edge.

Rossst.03

230,658 Aufrufe • vor 1 Monat

A fired Jane Street quant walked out with 10 years of private BTC trading data. Turned it into $1.5M. He did not build a bot. He built a simulator that runs every move Bitcoin can make before it makes one. I found his wallet. Been copying him for a week. PnL prints like clockwork. Here is what he actually built. A swarm of agents feeds 10 years of stolen tick data into MiroFish. A god-tier agentic simulator. It does not forecast the next candle. It spins up a virtual market and plays Bitcoin forward through thousands of scenarios at once. Six agents each validate their own call. A trade only fires when they converge. They collect data 24/7, rerun the sim, and remember every pattern, every reaction, every signal they have ever seen. He does not predict the future. The math already knows it. He just reads the numbers and takes the money. Here is the part firms do not want public: MiroFish just broke algo trading. The desks are quietly building their own simulators right now. The window where one solo wallet can run this is still open. Barely. I rebuilt his approach using Claude. One prompt. Fed it the same framework. Let it run. The agent monitors his wallet 24/7. Copies every position in real-time. No delay. No guessing. Just mirror and profit. You only need Claude + device + 1 hour to deploy. Giving this free for 24 hours. To get it: 1. Comment the word "QUANT" 2. Like and retweet this post 3. Follow me Himanshu Kumar so I can DM you Save this post. Build the copytrading system this week. Start with $200. Scale on evidence.

Himanshu Kumar

63,387 Aufrufe • vor 2 Monaten