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This guy from Ohio made over $1,000,000 by doing just one thing - he built an AI trading bot for crypto markets. His algo has been printing money non-stop for TWO FULL YEARS. Not luck. Not fake. Just pure consistent alpha. I reverse-engineered the whole thing brick by brick....

70,463 views • 2 months ago •via X (Twitter)

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An MIT student made $800,000 in just 45 days using literally only Claude. Never traded BTC before. Now his bot hits 85 out of 100 trades like it’s nothing. No magic or luck - just pure mechanics and numbers. His wallet: $837,436 total profit. 1,735 trades. 45 days. That’s 38 trades per day. A junior quant typically runs just 1 backtest per week. I completely reverse-engineered his strategy, analyzed every single trade, and verified every transaction. I ran his 45-day record through PolyBench - new arXiv benchmark (2604.14199) that evaluates LLMs on live Polymarket CLOB snapshots. The market priced BTC > $80K at 0.3% probability. His model said 35%. He bought 60K contracts. The market caught up. He doesn’t predict BTC. He exploits the spread between what his model knows and what the crowd hasn’t priced in yet. Just look at this god-like trades: $178 → $29,742 - BTC UP on May 3 (x167.2) $3,089 -> $126,286 - BTC UP April (x40.9) $2,369 -> $82,480 - BTC DOWN March (x34.8) $1,206 -> $37,939 - BTC DOWN Apr 4 (x31.5) $1,685 -> $45,139 - BTC UP Apr 23 (x26.8) Horizon Score: 91/100. Sharpe ratio: 4.82. Max drawdown: -8.4%. Recovery: 2.1 days. Daily edge: $18,610. Robustness matrix across 7 assets x 6 timeframes - the edge holds in every single cell BTC has ever traded in. A college kid with Claude + Horizon now runs the same execution stack as a $40B prop shop. Big institutions still can’t touch Polymarket - it’s too small and too reputationally risky. The window is wide open. Save this - full reverse-engineered breakdown. Or better yet, just start copying every one of his trades right now while the window is still open:

cvxv666

69,518 views • 2 months ago

A 35-year-old accountant from New Orleans left his job and spent a full month in isolation with Claude. The result? He made $45,000 in a single day. 300 hours of meticulous work - and the perfect BTC trading algorithm was ready. If he keeps cooking like this, he’s hitting over $1,000,000 in a single month. His wallet: He selected username nsh91qaz - an ironic nod to his 1991 birth year, an age when most people believe it’s too late to change their lives. But he changed anyway. I ran a backtest of his strategy using Claude + Nautilus via PyPI. Results genuinely shocked me - mechanics are understandable to pretty much anyone. The real alpha is in the numbers under the hood. That’s what lets you pull $45k per day with pure math. I simulated every single one of his trades and broke down every transaction: 75 markets, 72 fills, 85.1% win rate, Sharpe ratio 4.21. All run on the Nautilus-core broker simulator with 41.8 GB of parquet data in DuckDB. Every trade is a perfect cycle. Every dollar earned is pure exploitation of market inefficiency. He doesn’t predict the future - the math already knows it. He just reads the numbers right and takes the money Brier-loss ensemble: 400 trees · lr 0.03, walk-forward validation with Sharpe 4.21 ± 0.08. Save this post if you actually want to learn how to build something like this. Or just skip the homework and start copying his trades right now - that’s the easiest and most profitable route I’m on:

cvxv666

339,958 views • 2 months ago

An engineer at a Chicago HFT shop spent six years building latency arb pipes between CME and NYSE. On May 1st his desk got cut. Severance: $40K. He deposited $3000, ran a Hermes trading agent on Polymarket, and pulled in $236,913 over the next 23 days. His agent wallet: The pit taught him one thing - find where one venue knows something another doesn't, size to the gap, exit before the spread closes. So he made 757 trades a day. Not 7. Not 75. And let the rest expire. Here's the actual stack. Claude Opus 4.7 reads spot momentum off Chainlink, scores every 5-minute BTC market by Markov persistence × Kelly edge Then surfaces the windows where Polymarket hasn't priced in what Binance and Coinbase already confirmed. Hermes Agent by NousResearch executes. A $10/mo Hetzner VPS runs it 24/7. Telegram pings on every fill. Total cost: $10/month. Setup: 30 minutes. No coding. One trade on May 14: Bitcoin Down at 9AM ET. Market said 15.8¢. He put $1,681 on Down. It hit. +$8,974. A 533% return in 47 minutes. The real edge is the nightly self-learning loop. Every midnight, Opus reads the day's trade journal and rewrites MIN_PROB and MIN_EDGE in the .env file. May 2nd the threshold was 0.87. May 12th 0.89. May 23rd 0.91. The bot tightens with the regime. His version of the bot has rewritten itself 187 times in 23 days. The desk that cut him couldn't ban him from Polymarket. The bot doesn't sit in the colo. It doesn't need a leased line. It just reads two endpoints and presses a button. Save this if you want to dig in and understand Hermes. Or just copy this guy trades using TG bot - his algorithm has been perfected 187 times:

cvxv666

37,969 views • 1 month ago

a 22-year-old who never filed taxes just got flagged by the IRS not for the $330K in polymarket bot profit but for 12,000 micro-transactions that looked like structuring 38 days of trading and he triggered the same alerts drug dealers do kid built a bot that trades 5-minute crypto resolution markets on polymarket - eth up or down, sol up or down, new scheduled 5-minute ETH/SOL up/down markets resolving via Chainlink data he didn't even know what structuring was the bot was placing mass volume to capture edge across dozens of active micro-markets and every single trade settled through USDC on-chain every 5 minutes the bot runs the same loop: → pulls live order books across dozens of active micro-markets → estimates fair value using Claude Sonnet 4.6 API inference → detects mispricing above 6% and sizes via kelly criterion → fires the trade, collects payout, rolls into the next market → repeats 288+ times per day without sleeping in 38 days it executed 12,247 transactions at an average size of $27 the problem is that pattern - thousands of small, rapid, sequential transactions flowing through crypto rails - is exactly what the bank secrecy act was written to catch under 31 USC 5324 that's called structuring and it carries civil penalties up to ~$400K or twice the transaction amount per violation, criminal up to 5-10 years and $250K-$500K in fines the bot doesn't know what the IRS is it just knew the expected value math worked: 65% win rate on binary contracts means +$0.10 per dollar risked, compounded across 12,000 trades that's $330K in pure edge his entire infra was a mac mini and a $4.50/month VPS with no accountant, no LLC, no tax software the IRS didn't find him through some sophisticated investigation - his bank's automated AML system flagged the deposit pattern and filed a suspicious activity report before he even knew there was a problem $330K in profit sitting in a wallet and the kid googled "do i need to pay taxes on polymarket" for the first time last tuesday the bot opened 6 new positions while he was on hold with a CPA his trading algorithm is mass accurate and his compliance strategy is mass nonexistent - and somewhere right now there are 50 more kids running the same bot who haven't been flagged yet

Argona

149,781 views • 3 months ago