人工智能

原帖正文 🚨these github repos is SERIOUSLY DANGEROUSWall Street pays its engineers $500K+ a year to write code like this, 6 of the top firms put theirs on GitHub6 repos built inside Goldman Sachs, JPMorgan, Jane Street, Jump, Morgan Stanley and Man Group, with 38.6k stars combinedFirst, get how it works:1. Goldman Sachs' quants built gs-quant for pricing, risk and backtesting. JPMorgan's python-training is the exact course it uses to train its own traders and analysts.2. Jane Street's magic-trace traces every function call at ~40ns. Morgan Stanley's Xpedite profiles low-latency trading code, "where latency directly translates to profitability". Jump's Firedancer runs Solana on a design taken from low-latency trading.3. Man Group's ArcticDB stores and queries market data across billions of rows. Together it's a full desk: data, research, risk and speed.Here's how you can run it for free yourself:1. Open Claude Code and start with JPMorgan's trader course, python-training. Have Claude run the notebooks with you2. Install Goldman Sachs' library: pip install gs-quant3. Add the skill that teaches Claude Code to use it: python -m gs_quant.skills install --global4. Have Claude pull 5 years of daily prices for GS, JPM and MS with free yfinance data5. Store it in Man Group's database: pip install arcticdb6. Run Goldman's risk math on it: volatility, max drawdown, z-score, beta to SPY. Then backtest one rule with fees. Claude writes the code and runs it7. On Linux, trace your backtest with Jane Street's magic-trace and see where every microsecond goes8. Moving to C++? Measure every critical path the Morgan Stanley way with Xpedite9. Have Claude walk you through how Jump built Firedancer's pipeline (net, verify, dedup, pack, bank), then apply the same ideas to your boti won't say anything more:

原帖正文 HOLY SH*T. i made my first $10,000 with Grok Bot. THANKS ELONfor months i kept asking myself one thing: how do i build income that runs without meso i sat down with Grok Bot and we went through dozens of ways to make moneymost of them needed clients, time or luckthe fastest one needed none of that: a trading bot on polymarketso we reverse engineered every crypto bot that prints therewhy crypto:
→ a new "Bitcoin up or down" market opens every 5 minutes, 288 a day
→ the Bitcoin price is public, no insider info needed
→ every bet settles in 5 minutes, so you see what works fastwe spent weeks building the strategy together. this is what we ended up with:→ only the 5-minute Bitcoin markets
→ it waits until about 2 minutes are left
→ Bitcoin is only $10 from where the window started, yet the losing side already sells for 20-40¢
→ it buys that cheap side. it still wins 44% of the time
→ when one side really pulls ahead, it buys the leader near 50¢
→ it rarely pays above 70¢, about 1 buy in 10
→ it skips 7 windows out of 10. $14 a bet, up to $170 on the strongest calls23 days since we switched it on:→ +$10,774
→ green 20 days out of 21
→ worst day: -$31
→ 6,692 trades, still running right nowhonest part: before we put real money in, we ran it on paper for a week and every version bled. it bought the cheap side every single window and the fees ate everythingwant the same setup? this is how mine is built:→ Scout reads the Chainlink price these markets settle on and works out each side's real chance
→ Trader places the bets on its own, only when a side is 5+ points too cheap after the fee
→ Risk reads every trade each morning and pauses everything after 3 red days in a row
→ Grok Bot routines are too slow for 2-minute calls, so Builder wrote the terminal that actually trades. it runs 24/7 on a $6/month server and talks to Polymarket directlypaste this into Grok Bot to start:"build me a Polymarket team for the 5-minute "Bitcoin Up or Down" markets: Scout, Trader, Risk and Builder. Scout reads the Chainlink BTC/USD price the markets settle on and works out each side's real chance. Trader flags any side 5+ points too cheap after the fee, never above 70¢, size $15. Risk reviews the log every morning. Builder writes a small terminal for a cheap server so it reacts in seconds. run it on paper first and switch Trader to real bets only after a green week"full Grok Bot setup in the article below, my wallet in the reply ↓i'm already building the next bot for another polymarket niche. follow so you don't miss the wallet when it goes live