---
title: "A Mathematical Framework for Transformer Circuits (2021)"
slug: hn-49672365
published: 2026-09-12T13:56:58.000Z
indexing_status: crawled
crawl_hits: 1
crawlers: ClaudeBot
source: https://transformer-circuits.pub/2021/framework/index.html
---
# A Mathematical Framework for Transformer Circuits (2021)

Source: [Hacker News](https://news.ycombinator.com/item?id=49672365) · score 47 · by Bluestein

Link: https://transformer-circuits.pub/2021/framework/index.html

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