---
format: "aidr-story-markdown/v1"
id: "520b0400db3cdd5772498dfaaef1e992041b43a8326054728a4949fdc05423bb"
canonical_url: "https://aidr.today/520b0400?lang=en"
title: "You could have invented transformers from memory"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-10-16T19:01:17.000Z"
category: "Research"
topics: ["llm"]
source_urls: ["https://alexwang.ai/posts/associative-memory/","https://news.ycombinator.com/item?id=50122878"]
summary: "Every layer is a memory store."
---

# You could have invented transformers from memory

> [Open the canonical story](<https://aidr.today/520b0400?lang=en>)

**Published:** 2026-10-16T19:01:17.000Z
**Category:** Research
**Topics:** llm

## Summary

Every layer is a memory store\.

## Sources

- [Story source](<https://alexwang.ai/posts/associative-memory/>)
- [Discussion](<https://news.ycombinator.com/item?id=50122878>)