Hello everyone!💖
I’ll be joining the cosplay event MARUYA in Thailand!
It’s my first time visiting Thailand, and I’m super super excited✨
Let’s make wonderful memories together in Thailand!! 💕🇹🇭🌈
#Thailand# #Maruya# #cosplay#
🚨 Claude Code made me 6 trading bots in 15 mins
In the US alone, emotional retail traders lost more than $1.8 billion on liquidations
While billions of amateur traders were staring at charts, overtrading, and getting wrecked on fees, a quiet group of algorithmic traders treated prediction markets like a hyper-liquid data engine
They didn't guess outcomes -> they knew the structural price gaps in advance
Here is how they did it, and why manual trading is completely dead:
It's all about removing emotion and deploying cross-market statistical arbitrage
Linear Spread Cointegration
Formula: S_t = P_P,t - β * P_K,t - μ
Ornstein-Uhlenbeck Continuous Dynamics
Formula: dS_t = θ(μ - S_t)dt + σ dW_t
Euler-Maruyama Discretization (MLE Calibration)
Formula: S_t_i = S_t_i-1 * e^(-θΔt) + μ(1 - e^(-θΔt)) + ε_t
Level 1 Order Book Imbalance (OBI)
Formula: I_t = (V_b(t) - V_a(t)) / (V_b(t) + V_a(t))
Volume-Weighted Micro-Price Prediction
Formula: P_micro(t) = P_mid(t) + I_t * (Δspread / 2)
Cross-Venue Predictive Signal Optimization
Formula: ΔP_Kalshi(t + δ) = f(I_Polymarket(t), P_micro,Polymarket(t) - P_micro,Kalshi(t))
In the era of advanced AI, the winner is not the one who guesses the score, but the one who lets automated systems execute with absolute patience and discipline.
AI does the hard parts now -> you don't even need a CS degree to build this
The full behind-the-scenes live system build is now available to the public 📝
The Army has recovered the remains of Spc. Mariyah Symone Collington, 19, the second U.S. soldier who went missing during an off-duty hike in Morocco after a military exercise.
The remains of another soldier, 1st Lt. Kendrick Lamont Key Jr., were recovered last week.
Both soldiers were reported missing May 2 after participating in African Lion exercises and are believed to have fallen from a coastal cliff, ending a challenging multinational search effort.
The Swedish torch was invented by Finns and it became known in Europe during the 1600s. Compared to a campfire, it is more compact, and therefore several small heat sources can be distributed over an area
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