Koza (@kozawrites) header
Koza (@kozawrites) profile picture

Building at the edge of finance, AI, markets & the journey between | Quant-curious | Books & miles 📚🏃

Joined April 2024
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THANKS @monad
Wave 3 of Monad Cards is now live 1,250 community members are now eligible Claim here: cards.monad.xyz
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Ily @monad
time to check your wallet if you’ve been active onchain and have a Monad NFT your gas tank might be looking fuller
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They are so fk powerful. WTF
NEW - Former Rothschild director François Pauly, appointed head of the Vatican bank — Virgule
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I've been building something. Bobr Quant - a desktop app for traders & investors who want everything in one place: → Trade stocks, commodities & crypto based on signals →Track your portfolio in real time → Stay ahead with curated news & upcoming events Built for people who want signals, not noise. It is in early stage yet, especially trading zone. It need a lot of data and time to work better.
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Next book for my quants. I read only 40 pages and those 40 pages had the biggest impact on my algorithm system.
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Bro is ultimate moron. Where are all people screaming that AI is taking the world and there will be no work for office people?
⚡️ NEW: Block, Inc. has quietly rehired some of the 4,000 employees it laid off last month, with some workers receiving offers to return after the cuts were linked to clerical errors.
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It is just the beginning.
A generation ago, Poland rationed sugar and flour while its citizens were paid one-tenth what West Germans earned. Today its economy has edged past Switzerland to become the world’s 20th largest with over $1 trillion in annual output. nbcnews.com/business/economy…
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I see many people saying after that info $META stock surged. Sorry guys but I guess we have different charts. Here is daily chart of Meta stock.
BREAKING: Meta stock surges following reports they’re laying off 20% of the company due to AI.
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Are we cooked?
5 minutes ago, @karpathy just dropped karpathy/jobs! he scraped every job in the US economy (342 occupations from BLS), scored each one's AI exposure 0-10 using an LLM, and visualized it as a treemap. if your whole job happens on a screen you're cooked. average score across all jobs is 5.3/10. software devs: 8-9. roofers: 0-1. medical transcriptionists: 10/10 💀 karpathy.ai/jobs
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Another book for future or current traders to read. Taleb shows how people often mistake luck for skill, especially in markets and investing. The book explains that short-term success can easily come from randomness rather than true ability or strategy. Its key lesson - understand probability, manage risk, and never assume that past wins prove real skill.
I asked AI what kind of book I should read at the beginning to understand trading better. I got answer that this book is the one that I should start with. All important information from this book will be prompted into AI to convert it into algorithm.
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The black line at the bottom represents global oil consumption, while the blue and orange layers represent the daily trading volume on the ICE exchange alone. If we add the CME and the over-the-counter (OTC) market to this, it turns out that every day, the trading volume is 60 times greater than the actual global consumption of this raw material. So trading oil it’s just traders pvp.
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Tbh that is so huge opportunity. I am already in, you guys should also. @leys_baby pls fill the form
We're launching Claude Community Ambassadors. Lead local meetups, bring builders together, and partner with our team. Open to any background, anywhere in the world. Apply: claude.com/community/ambassa…
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Many traders think they need to be right more than 50% of the time to make money. That’s not true. What actually matters is your Risk/Reward ratio. If you risk $100 to make $200, you only need to win about 45% of your trades to be profitable. Example: 10 trades • 4 winning trades → 4 × $200 = $800 • 6 losing trades → 6 × $100 = $600 Final result: $200 profit You were wrong 60% of the time and still made money. Trading isn’t about being right. It’s about managing risk and letting the math work in your favor.
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Grow my @monad grow
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Bro really posted this after deploying a rug pull. LMAO
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Just want to say such prompts are useless. They just want views that’s all.
GOODBYE, FUND MANAGERS. GOODBYE, BLOOMBERG TERMINAL. No more $24,000/year subscriptions. Claude just turned my laptop into a private quant analyst. Here are 10 prompts to build your own hedge fund at home ↓
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Algo update: I didnt add more indicators, I upgraded the architecture behind decision-making. The system now includes: • Market State Classification - identifying whether we are in trend, range, volatility expansion, or compression before deploying capital. • Intermarket Alignment Score - measuring cross-asset confirmation (indices, BTC, commodities, dollar, yields) to trade in sync with capital flows. • Volatility-Based Position Scaling - increasing exposure only when momentum and volatility statistically support continuation. • Watchdog 2.0 - evolving from a simple 15m move detector into a real-time impulse quality analyzer (momentum acceleration, structure, volatility expansion, breakout context). • 50 Trade Performance Attribution - automatic evaluation of expectancy per regime and adaptive position sizing adjustments. The objective is simple: Not to predict more. Not to trade more. But to allocate more capital only when conditions historically produce edge and systematically reduce exposure when they don’t. The system is slowly shifting from a signal-driven model to a structured, regime-aware capital allocation framework.
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Finally good news from Nikita.
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Gmonad, @monad will always be in my heart, especially testnet times.
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