Sabitlenmiş Tweet
Rossium
720 posts
Rossium
@rossium
researching market inefficiencies / onchain since 2020 / founder @ObscuraIntel
magic internet money world Katılım Haziran 2025
780 Takip Edilen3.2K Takipçiler
This 30 mins Stanford lecture on AI opportunities by Andrew Ng will teach you more about winning in the AI race than every piece of AI content you have scrolled past this year.
Bookmark this & give 30 mins, no matter what. It'll be the most productive thing you do this week.
English
To get paid $650k/year as a quant you need to master not just the basics of Markov Chains, but regime forecasting 12 months ahead.
Part 2 of MIT 6.041 shows the math behind multi-step transition matrices that actually win trades.
Bookmark & watch today. Follow for Part 3.
Rossium@rossium
Citadel pays $650k/year for quants who use Markov Chains to find regime-switching edges. This 1-hour MIT 6.041 lecture on Markov Chains gives you the exact same framework quants get paid $54k/month to apply. Bookmark & watch today. Then read the article below.
English
5 things you need to start algo trading:
1. One trading idea
2. A $500 computer
3. Internet
4. AI agent that automates your trading
5. Cash
and me spending 2 years learning to code:
sopersone@sopersone
Top AI agents that changed the world forever • ChatGPT 2022 - AI assistant for communication, writing, coding and work assistance. • GitHub Copilot 2021 - AI assistant for developers that automatically writes code. • Midjourney 2022 - neural network for generating images from text descriptions. • Runway 2018 - AI tool for video editing and generation. • Claude 2023 - AI assistant for analysis, coding and working with large texts. • Sora 2024 - neural network for creating realistic videos from text. • DALL-E 2021 - AI for generating images and art from descriptions. • CharacterAI 2022 - platform for chatting with AI characters and virtual personas. • Perplexity 2022 - AI search engine that finds information and instantly explains the answer. • OpenClaw 2025 - open-source AI agent for task automation via Telegram, Discord, WhatsApp and other services. AND...... • Horizon 2026 - AI agent that builds your trading strategy, backtests it and trades while you sleep
English
Most developers still use Claude Code like autocomplete. That’s exactly why the $500K AI engineer gap is getting wider.
This guy shows the workflow most devs still miss: plan first, load context through the CLAUDE md file, stop bad runs with Escape, and run multiple Claude agents instead of one random chat.
Everyone is trying to “learn AI”, but the fastest people are learning how to manage Claude like a junior engineer.
Watch this first, then read the full Anthropic speedrun roadmap below 👇
h100envy@h100envy
English
a hedge fund emailed me at 11:23 AM in the morning.
i just woke up, heard the email notification from the kitchen and went to check. thought it was something usual, a newsletter or github.
i open it, a recruiter from a hedge fund. checked the domain was real, everything checks out.
he read my article, went through my repo and wants to jump on a call. i never applied anywhere, never sent a cv, never networked, just built and published.
ai-quant-researcher, open source, claude generates strategies and the system kills the bad ones. deflated sharpe as a hard gate, purged cv, leakage detector, kill switch, 111 tests.
github.com/zostaff/ai-qua…
in the email he quoted a line from my own article back to me: the deflated sharpe as a hard gate caught my eye, that's not something we see often from outside the industry.
a year ago i was reading lópez de prado on weekends and writing python in the evenings, just because it was interesting. nobody paid me, nobody asked, nobody knew i was doing this.
today there's an email in my inbox from one of the largest hedge funds in the world.
this is how it works.
zostaff@zostaff
English
Citadel pays $650k/year for quants who use Markov Chains to find regime-switching edges.
This 1-hour MIT 6.041 lecture on Markov Chains gives you the exact same framework quants get paid $54k/month to apply.
Bookmark & watch today. Then read the article below.
Roan@RohOnChain
English
skills have a package manager now - and there is a skill that finds other skills
find-skills from vercel labs works like this - describe what you want to build and it searches the entire open agent skills ecosystem for the best match
how it works
1. agent checks the skills.sh leaderboard first - filters by install count and source reputation
2. if nothing obvious shows up it runs npx skills find [query]
3. presents options with install count source and one-line install command
4. installs globally with npx skills add in one step
key commands
> npx skills find [query] - search interactively
> npx skills add owner/repo@skill -g -y - install without prompts
> npx skills check - check for updates
browse everything at skills.sh - install find-skills and let your agent extend itself
kiruwaaaa@kiruwaaaaaa
English
English
POLYMARKET AIRDROP - IT'S YOUR LIFECHANGE
In last few days twitter is filled about $POLY token, but what did you do to get a big drop?
I chose best way: real trader + content creator
I did a lot of things for best prediction market @Polymarket
Trading stats:
- $1,050 PnL for all time
- 417 markets with all categories
- $150,000 volume
- spend $24 for sponsorships with 6 markets
- $30 by LP rewards
- deposited different amounts more than 10 times
- 2,500 views on Polymarket profile
- earned $120 by maker rebate
Content creator's result:
- badge holder @fireplacegg
- made posts since October 2025
- real giveaways of my own limited Polymarket merch
- 2 big IRL videos with merch, flag. Drone filming. A lot of time and money was spent
- posted my REAL own strategies at 15 minute markets
- many raids for Polymarket
- earned 4 figs by referral system
I LIVE BY THE POLYMARKET
@williamlegate is it the good case to be rich?
P.S. you can check all my IRL content in profile
English
You could literally:
> open Polymarket
> pick one NBA game
> stack 3-5 connected bets (spread + total + moneyline)
> use a bot to fire them in one click
> when the model hits → all 5 cash together
> $100 → $660 in a night
This is how a Chinese analyst turned $10 into $3.5M with 40,000+ NBA bets.
Why are you still betting one line at a time?
AdiiX@adiix_official
$10 → $3.5M THIS CHINESE SPORTS ANALYST CRACKED POLYMARKET I found a very interesting trader on Polymarket and conducted an analysis of him and he is really worth attention , here is his profile : @sovereign2013?r=ecosystem" target="_blank" rel="nofollow noopener">polymarket.com/@sovereign2013…
You can copy his trades in one click here: t.me/AresProTrading… His strategy: - only bets on NBA games - combines different bet types on the same match (spreads + totals + moneyline) - safer picks bring 10-45% profit, risky ones go from 40% up to 400% -already has 40,000+ predictions and still counting What most people don’t notice: his real advantage isn’t guessing who wins → it’s placing 3-5 connected bets on the same game when his model gets it right, all those bets win at once I also stumbled on a sick bot that lets you copy multiple trades at once so instead of earning from one bet, you stack winnings from several at the same time I turned $100 into $660 by hitting 4 events at once, multiplying my odds in a way a single bet never could If you want in, here’s the TG bot (tested it myself everything runs smooth):t.me/poly_parlay_bo… English
Wall Street HR when they realized they're about to fire 400 junior quants because a AI chat box now does their entire $650K/year pipeline in 90 seconds
cvxv666@antpalkin
A 24-year-old quant in Greenwich made $650,000 last year to do exactly what an Horizon AI agent now does in 90 seconds. Not metaphorically. Literally the same job. Take a hypothesis -> code -> backtest -> deploy. ~$87,500 per strategy. Most die in week 6. Here's what just changed: Time to backtest: 7 weeks -> 90 seconds Cost per hypothesis: $87,500 -> $0 Hypotheses per month: 1 maybe -> unlimited Skills required: Python, Pine Script, APIs -> one English sentence The payroll line was the entire institutional moat. Not the data. Not the speed. A human translator you couldn't afford. The translator is now an autonomous AI agent. It writes. It tests. It deploys. It runs 24/7 without you. Full pipeline in the article. Save this. Re-read it in 6 months when this isn't a secret anymore.
English
Boris Cherny, the Anthropic engineer earning over $1M a year, just admitted he hasn't written a single line of code in 2026.
He ships 150 PRs a day. From his phone.
Boris built the prototype that became Claude Code - $1B in revenue, the fastest billion-dollar product in Anthropic's history, writes 4% of every commit on GitHub.
Then he walked on stage at Sequoia and named which kind of company dies first.
At 10:26 - Boris says the quiet part out loud about SaaS. By name. You'll feel it.
At 23:35 - he drops the line that should terrify every founder building on top of Claude.
24 minutes. Sequoia left it on a small playlist nobody scrolled to. AI Twitter still hasn't found it.
Bookmark it tonight before they bury it deeper. Then watch the whole thing - every minute earns its place.
h100envy@h100envy
English
Stanley Druckenmiller has 11.5 billion dollars in personal net worth, never lost a year in 30 years, averaged 30% annually, and closed his fund in 2010 with a perfect record. The man who broke the Bank of England with George Soros and pocketed a billion on the trade alone.
USC Marshall student keynote. 1 hour.
The closest thing to a masterclass from a guy who never made an outside bet public in his career.
Bookmark it tonight. Then read the article below.
zostaff@zostaff
English
See More. Tell More.
Osmo Pocket 4P, Grand Release Coming Soon.
Learn more:brnw.ch/21x2iBM
#OsmoPocket4P #dji
English