Algorithms12 min readUpdated
NashHotFilter & A Beautiful Mind
From John Nash’s game theory to the equilibrium-inspired filter in BayanWin.
Read articleThe ideas behind the dashboard
Long-form notes on the math and models BayanWin uses, the films that shaped how people talk about them, and how decades of PCSO draw history feed each one.
LLM · Swarm8 min readUpdated
Miro prediction & the MiroFish wave
Multi-agent sandboxes, seed signals from the real world, and how BayanWin’s Miro layer echoes the same imagination.
Read articleGame Analysis9 min readUpdated
PCSO 6/58 Results Analysis Philippines
A practical breakdown of Ultra Lotto 6/58 historical patterns, frequency ranges, and interpretation limits.
Read articleGame Analysis9 min readUpdated
PCSO 6/49 Results Analysis Philippines
How to interpret Super Lotto 6/49 draw behavior using transition, gap, and error-distance context.
Read articleAlgorithms10 min readUpdated
The Fascinating World of Markov Chains: From Drunkard’s Walks to Google’s Algorithms
From drunkard's walks to Google's algorithms, and why memoryless systems matter.
Read articleAI · DRL11 min readUpdated
Deep Reinforcement Learning: Teaching Machines Through Trial and Triumph
From Atari to AlphaGo: how agents learn through trial, reward, and adaptation.
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