---
title: "Discussion on \"Bad Data Used to Fail Loudly. Now It Just Lies to You\" | Hashnode"
description: "Discussion on \"Bad Data Used to Fail Loudly. Now It Just Lies to You\". Most people call AI engineering \"data engineering with a new interface.\" That undersells one thing: how silently the failures now hide"
url: "https://hashnode.com/posts/bad-data-used-to-fail-loudly-now-it-just-lies-to-you/6a57a5a5bed75932901a61a1"
---

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# [Bad Data Used to Fail Loudly. Now It Just Lies to You](https://aadhishrii.hashnode.dev/bad-data-used-to-fail-loudly-now-it-just-lies-to-you?utm_source=hashnode&utm_medium=feed)

Most people call AI engineering "data engineering with a new interface." That undersells one thing: how silently the failures now hide

Jun 15 · 5 min read · aadhishrii.hashnode.dev  
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-   [#data](https://hashnode.com/tag/data)
-   [#dataengineering](https://hashnode.com/tag/dataengineering)
-   [#ai](https://hashnode.com/tag/ai)
-   [#rag](https://hashnode.com/tag/rag)
-   [#aiengineering](https://hashnode.com/tag/aiengineering)
-   [#data-engineering](https://hashnode.com/tag/data-engineering)
-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)

## Written by

[Aadhishrii](https://hashnode.com/@aadhishrii)

@aadhishrii

  
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Engineer who asks why before building anything

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