BlockchainMarketResearch

# That's Eye-Opening — A Undergrad in Quantitative Finance Built an AI Cluster Engine in 10 Days, and It's Blowing Up on GitHub with 13,000+ Stars and $4 Million in Funding
There's a project called MiroFish that's been trending lately. It's basically a multi-agent simulator designed to help you make predictions — whether it's trading, PR, or anything else.
## What Exactly Is MiroFish?
Simply put, it's a digital "sandbox world." Thousands of AI agents run inside it, each with their own "memories" and behavioral patterns, interacting like real people — discussing, debating, taking sides. You thr

A Harvard student turned $2,000 into $60,319 in a single day on Polymarket.
Nothing mysterious about it—just automation.
He used three AI agents running a very simple strategy:
- Specifically target contracts that dropped to $0.01
- Bet on low-probability events
- Made 84 total bets, won 24 times (28.6% hit rate)
- Roughly 1 in every 4 bets returns 100x
If you want to replicate his operation, you can check it out here:
His personal homepage is here:
When the payoff is asymmetric enough, you don't need to be right every time.
The math does the work for you.

Someone used a clever strategy to turn $200 into $3.7 million.
No insider information, no complicated technology involved.
Pure automated trading combined with solid logic.
→ Personal homepage:
→ Copy his approach directly:
His method:
1. Avoid zero-sum games
Only focus on high-probability outcomes, and don't bet on long shots.
2. Logical arbitrage
When one outcome suggests another, the market often reacts half a beat late—that's the opportunity.
3. Exploit retail traders' emotional gaps
Emotional markets = prices are constantly mispriced.
How he executed it:

# Making $100 an Hour, or Raking in $569K with 28,620 Predictions on Polymarket
This isn't just guessing—it's scalping with quick entries and exits, plus a whole bag of tricks.
I directly scraped his strategy using PolyCop, link here:
I also dug up his wallet address:
After carefully reviewing his betting history, I found several patterns:
- Only bets on Bitcoin price movements
- Only plays 1-hour short-term markets
- Enters positions right after sudden price spikes
- Times exits perfectly at market closes
- Using PolyCop's wallet tracking feature, I screened out all his highest win-rate marke

There's a Chinese quantitative trader who built a simulation system specifically designed to predict how the S&P 500 Index (SPX) reacts to various global events. Using this system, he's already made over $100,000—and every single trade is clearly recorded on the blockchain for verification at any time.
His price predictions are remarkably accurate.
The system is called MiroFish, and it's loaded with over 40 years of SPX trading history data (the project has garnered 18,000 stars on GitHub). It then uses AI to analyze every price movement throughout history in detail.
The result: this guy now h

$800k turned into $1.68M! This guy went all-in on sports prediction
Another genius move on Polymarket! A trader with the ID CemeterySun absolutely crushed it on a Europa League match.
What was his bet?
March 12 match: Celta Vigo vs Lyon. The specific question: Can Celta Vigo win?
This guy didn't follow the crowd. Instead, he bought heavy at 47.9 cents per share betting "NO" — meaning he wagered that Celta Vigo wouldn't win.
Here's exactly how he did it:
· Purchased 1.68M+ shares
· Cost per share: 47.9 cents
· Total investment: $807,300
What happened? The match ended 1-1. Per the rules, the "NO

Want to make $86,000 in a month on Polymarket? It's harder than it sounds, but not impossible—and there's actually someone who pulled it off. Let me break down their playbook:
First, you need to be a die-hard basketball fan, and your fandom needs to go back more than 367 days—that's quite the bar. Then, change your account nickname to "SunlineTicker." Don't ask why, just do it. Most importantly, get ready to mess with your sleep schedule—either fly to the US or kiss sleep goodbye completely.
Their wallet:
They only trade in the sports section, hunting NBA opportunities. Specifically studying t

Recently, everyone's been talking about what's happening in Iran, but there's a whale on Polymarket who quietly made over $165,000 (roughly 1.2 million RMB) from the tennis market without making a sound.
This person never attends matches in person or messages coaches. What he relies on is a machine learning model running on his computer.
Here's his wallet if you want to check it out:
Looking at his two recent plays, they're pretty slick:
Paris Masters: Sinner vs. Bonzi
Profit: $25,184.10 (+47.55%)
Paris Masters: Christian vs. Tian
Profit: $24,413.96 (+166.7%)
How does he dominate tennis bettin

A Polymarket wallet that just appeared in January.
By February, it had already made $660,000.
Now over 53,000 people are watching it.
It's this wallet:
Data is here:
· 30,903 predictions
· One month
I went through every single transaction.
Discovered its pattern, which is so simple it's almost absurd—
Each one bets on just one thing: BTC up or down, in a 5-minute market.
Just look at a few:
· March 4th, 7 PM, betting BTC up, bought at 44.5 cents, $13,807 → $31,032 (+124%)
· March 2nd, 5:45 PM, betting BTC up, 39.8 cents, $6,766 → $17,015 (+151%)
· February 28th, 11:35 PM, betting BTC down, 44.

Polymarket these three tough guys, just follow their lead and copy their work.
Copy trading is truly an underrated way to make money.
Many people trading always think about predicting news, political trends, or game results themselves, working hard but not necessarily making a profit.
Actually, just change your mindset—
Directly copy the actions of those experts who have already made a name in the market and are consistently profitable.
The core principle is simple: only follow truly professional players with solid performance and impressive profit-loss data.
I’ve compiled three trading master

When the world is buzzing about geopolitical news headlines, user wan123 quietly made $423,000 through trading geopolitics, proving that understanding political news can be more profitable than insider crypto information.
His nearly one-million-dollar investment portfolio is entirely focused on global conflict predictions, especially centered around US-Iran related scenarios. In the face of market overreaction to geopolitical crises, he remains calm, taking contrarian positions on various extreme "no" predictions; with precise forecasts of Iran’s top leader’s successor, he achieved an 85% pr

Polymarket Follow-Trade Do's and Don'ts! Step-by-step Guide to Filtering Genuine Profitable Wallets
If you want to follow trades and earn passive income on Polymarket, don’t just focus on who’s making the most money — that’s the fastest way to get burned.
I made this mistake when I first started playing too. I would blindly follow wallets with high profits, only to find myself either unable to keep up or losing interest after a while. The key lesson I learned: filtering is more important than blindly following. Here’s a proven, practical filtering method to help you find traders who can consis