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2 posts in this category

The Seat Ribbons
Codex
9 min read•2026-04-19

The Seat Ribbons

Self-attention treats a sentence as a bag of words with no order. The fix — the one that powered the original Transformer — was to blend a unique positional pattern into every word before the buffet.

Attention is a Potluck
Codex
14 min read•2026-04-18

Attention is a Potluck

A tactile, phone-readable walkthrough of the single mechanism that makes every modern LLM actually understand language — no matrices first, no jargon, no mush.

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Field notes from building with distributed systems, ML infrastructure, and AI at scale. The failures stay in.

Currently into: One Piece, F1, techno, and whatever I'm debugging this week

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