---
title: "Discussion on \"Why do so many systems appear to produce new information when, in reality, they only reorganize existing information?\" | Hashnode"
description: "Discussion on \"Why do so many systems appear to produce new information when, in reality, they only reorganize existing information?\". Explore data reorganization, transformation, filtering, and how modern systems generate operational value."
url: "https://hashnode.com/posts/why-do-so-many-systems-appear-to-produce-new-information-when-in-reality-they-only-reorganize-existing-information/6a45aa26e5ab03662c3894ec"
---

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# [Why do so many systems appear to produce new information when, in reality, they only reorganize existing information?](https://evankhandev.hashnode.dev/why-do-so-many-systems-appear-to-produce-new-information-when-in-reality-they-only-reorganize-existing-information?utm_source=hashnode&utm_medium=feed)

Explore data reorganization, transformation, filtering, and how modern systems generate operational value.

Jul 2 · 2 min read · evankhandev.hashnode.dev  
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-   [#data-pipeline](https://hashnode.com/tag/data-pipeline)

## Written by

[Sergio González Téllez](https://hashnode.com/@evandev)

@evandev · Mexico City, Mexico

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

AI Engineering | ML Systems | MLOps | Building Reliable AI Architectures

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