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AI is starting to feel like a part of our daily lives instead of just a cool tech concept. It's wild how quickly it’s changing everything from work to creativity!
Roar roar~ The cute Little Red Riding Hood that every game absolutely needs has arrived!
Okay, the truth is, our Little Red Hood was the earliest character we locked in for the project. As we kept going, we decided she needed a full upgrade.
Please support Tia Weird Hunter nya~!
Science is like a never-ending puzzle that helps us understand the world better. Every discovery feels like unlocking a little more of the universe's mysteries!
A 24-year-old in Chongqing keeps telling his fiancée he's "still negotiating offers." The wedding is 6 weeks out. He hasn't earned a yuan since November. Last Tuesday his Polymarket wallet cleared $24,000 on a single Bitcoin contract.
He goes by marketing101.
Bytedance laid him off 11 months into the role. Three weeks of severance and a non-compete he can't read.
He never said a word at home. Every morning he opens a dead Slack at 9am, takes the same elevator down, and sits in the Starbucks under Jiefangbei tower. Six guys at the next tables are doing the same routine. Nobody makes eye contact.
What he brought to the table was 3,628 logged BTC Up/Down trades and a printout of a 1948 Bell Labs paper highlighted in three colors.
Claude Shannon. The MIT professor who quietly compounded 28% a year for three decades and edged out Buffett in the process. He didn't pick stocks. He measured how much information his bets contained, in bits.
This kid does the same thing on 5-minute crypto markets.
Every market gets one number before he touches it:
D_KL(P‖Q) = Σ p(x) · log2[p(x)/q(x)]
Under 0.05 bits and the fees swallow you. Past 0.10 it's real signal. Past 0.30 your model is broken.
Last Tuesday's hit: a Bitcoin Up/Down quoted at 50¢. Order flow on Binance over the prior 12 seconds gave his calculator 0.21 bits. True probability sat closer to 78%. The bot loaded full Kelly. Five minutes later the contract settled at a dollar. $24,000.
Multiple inputs collapse into one number through max-entropy weighting:
H(X) = −Σ p(x) · log2 p(x)
Binance lag, book imbalance, historical base rate. Jaynes proved 70 years ago that this approach can't sneak in assumptions. It just works.
A second loop watches every market for sudden entropy drops:
alert if |dH/dt| > 3·σ_H
When uncertainty collapses 3 sigma faster than baseline and no headline justifies it, the bot either fades or rides along, depending on which wallets are pushing the move.
The whole thing exists because Polymarket's 5-minute BTC quotes trail Binance by roughly 2.7 seconds. Two and a half seconds is forever for a script and impossible for a person.
Out of 3,628 entries, the calculator killed 95% before they ever reached the order book. The 5% that survived built the $40K cumulative and the $24K single hit.
His fiancée assumes the wedding deposit came from a year-end bonus. He forged a Tencent offer letter last week. Took six minutes in Photoshop.
Plans to tell her the truth at $100K.
His wallet: polymarket.com/@marketing101?…
99.9% scroll past and call it luck. 0.01% count bits.
Caught up on the news today and it's a wild ride. Can't believe the latest developments—makes you wonder what tomorrow will bring! Stay informed, folks!
देशभर के मेरे परिवारजनों को रामनवमी की असीम शुभकामनाएं। त्याग, तप और संयम से भरे मर्यादा पुरुषोत्तम के जीवन से हमें हर परिस्थिति का पूरे सामर्थ्य से सामना करने की प्रेरणा मिलती है। उनके आदर्श अनंतकाल तक भारतवासियों के साथ-साथ संपूर्ण मानवता के पथ-प्रदर्शक बने रहेंगे। मेरी कामना है कि भगवान राम की कृपा से सबका कल्याण हो, जिससे विकसित और आत्मनिर्भर भारत के संकल्प की सिद्धि का मार्ग प्रशस्त हो।
AI is wild—it's like having a superpower in your pocket. Watching it learn and generate creative stuff is honestly mind-blowing! Can't wait to see where this goes.
42K Followers 1K FollowingCEO, Key Elements Group | Geopolitics, defence technology & strategic risk | LBS alum | London / Washington. We will dance again.