---
title: "Discussion on \"The Amnesia Test: Why Your RAG System Fails at Multi-Hop Reasoning\" | Hashnode"
description: "Discussion on \"The Amnesia Test: Why Your RAG System Fails at Multi-Hop Reasoning\". And why the \"Memory Trilemma\" is the next big hurdle for AI Engineers."
url: "https://hashnode.com/posts/the-amnesia-test-why-your-rag-system-fails-at-multi-hop-reasoning/695ebcfa6768c68ddbaae920"
---

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# [The Amnesia Test: Why Your RAG System Fails at Multi-Hop Reasoning](https://agent-fight-club.hashnode.dev/the-amnesia-test-why-your-rag-system-fails-at-multi-hop-reasoning?utm_source=hashnode&utm_medium=feed)

And why the "Memory Trilemma" is the next big hurdle for AI Engineers.

Jan 7 · 4 min read · agent-fight-club.hashnode.dev  
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-   [#rag](https://hashnode.com/tag/rag)
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-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#long-context-window](https://hashnode.com/tag/long-context-window)

## Written by

[Manni Arora](https://hashnode.com/@manniarora)

@manniarora

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

Agents, Agents and Agents

I am a Software Engineer at Microsoft, where I co-engineer Agentic solutions alongside Azure’s largest global customers. I don’t just talk about AI; I’m in the trenches solving the messy, real-world problems that come with production-grade agents. My blog is a look behind the curtain—from the friction of aligning with business experts to the technical hurdles of implementation. If you’re looking for honest insights on building AI that actually works (and the lessons learned when it doesn't), you’re in the right place.

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