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The Key to AI Intelligence: Why Transformer Width Matters More Than Depth
“Sweet are the uses of adversity, Which, like the toad, ugly and venomous, Wears yet a precious jewel in his head” — Shakespeare, As You Like It (Act 2, Scene 1) Hyper-dimensional geometry is at the v...
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A Latent World Model Framework for Modeling Implied Volatility Surfaces
Visualizing Risk: A Latent World Model for Financial Crisis Hedging Introduction Financial markets have traditionally been understood through parametric models and stochastic calculus. From Black-Sch...
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Why Recommendation Systems Are Structurally Different from Deep Learning[1/2]
Why One-Hot Features and Naïve MLPs Fail This article is Part 1 of a two-part series on why recommendation systems require fundamentally different modeling assumptions from standard deep learning. 📌...
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