---
title: "Discussion on \"AI Is a Frozen Brain\" | Hashnode"
description: "Discussion on \"AI Is a Frozen Brain\". Why LLMs Need Memory, RAG, Tools, and Context"
url: "https://hashnode.com/posts/ai-is-a-frozen-brain/6a24656f9f6b48efbe9c5d02"
---

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# [AI Is a Frozen Brain](https://nageshtech.hashnode.dev/ai-is-a-frozen-brain?utm_source=hashnode&utm_medium=feed)

Why LLMs Need Memory, RAG, Tools, and Context

Jun 6 · 7 min read · nageshtech.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#ai-tools](https://hashnode.com/tag/ai-tools)
-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#rag](https://hashnode.com/tag/rag)
-   [#context](https://hashnode.com/tag/context)
-   [#ml](https://hashnode.com/tag/ml)

## Written by

[Nagesh Lakshmana Gowda](https://hashnode.com/@nageshlg)

@nageshlg · USA

  
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Software Engineer with 10+ years of experience building scalable, cloud-native systems using Java, Python, and microservices. Passionate about AI, MCP, and exploring new technologies to build practical, real-world solutions.

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