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Writings

Cerebras at IPO

With its IPO here, a deep look at what Cerebras actually has: the wafer-scale architecture, who's buying and why, the competitive landscape, and what the market is pricing in.

Mapping the TechBio Stack

A map of AI-native biology, nineteen verticals, the broader ecosystem, business models, and the technical stack underneath, built around one thesis: the winners will own a learning loop, not just a single layer.

Visually Explaining the Transformer

A visual walkthrough of the Transformer from "Attention Is All You Need," grounded in a from-scratch PyTorch implementation: self-attention, multi-head attention, positional encoding, the encoder-decoder bridge, and the training schedule.

Visually Explaining AlphaFold 2 & 3

A visual deep-dive into the architecture and innovations behind AlphaFold 2 and AlphaFold 3 from attention-based multiple sequence alignment to the diffusion-based structure prediction.