---
title: "Discussion on \"A Million-Token Context Is Not Memory\" | Hashnode"
description: "Discussion on \"A Million-Token Context Is Not Memory\". Bigger context windows help, but reliable agents still need policies for what to keep, retrieve, revise, compress and forget."
url: "https://hashnode.com/posts/a-million-token-context-is-not-memory/6a70e9cfa4a6dec2ad12d2ca"
---

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# [A Million-Token Context Is Not Memory](https://joshua-nwachinemere.hashnode.dev/a-million-token-context-is-not-memory?utm_source=hashnode&utm_medium=feed)

Bigger context windows help, but reliable agents still need policies for what to keep, retrieve, revise, compress and forget.

Aug 3 · 12 min read · joshua-nwachinemere.hashnode.dev  
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## Written by

[Joshua Nwachinemere](https://hashnode.com/@dk3yyyy)

@dk3yyyy

  
[View profile](https://hashnode.com/@dk3yyyy)

AI Engineer building applied AI systems, automations, and developer tools.

I’m an AI engineer and founder of VolyxAI, building practical AI systems, automations, and developer tools. I write about applied AI, machine learning, autonomous agents, and lessons from shipping real products.

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