---
title: "Discussion on \"Why every AI system I ship is cited, measured, and honest about its limits.\" | Hashnode"
description: "Discussion on \"Why every AI system I ship is cited, measured, and honest about its limits.\". Here's a scene I think about a lot. A sales rep gets an AI tool that drafts their outbound. The first week is great. In week two it congratulates a prospect on a funding round that never happened. The"
url: "https://hashnode.com/posts/why-every-ai-system-i-ship-is-cited-measured-and-honest-about-its-limits/6ad61c2cc11b6d86eadc95d3"
---

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# [Why every AI system I ship is cited, measured, and honest about its limits.](https://akarshsabbavarapu09.hashnode.dev/why-every-ai-system-i-ship-is-cited-measured-and-honest-about-its-limits?utm_source=hashnode&utm_medium=feed)

Here's a scene I think about a lot. A sales rep gets an AI tool that drafts their outbound. The first week is great. In week two it congratulates a prospect on a funding round that never happened. The

Oct 19 · 6 min read · akarshsabbavarapu09.hashnode.dev  
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## Written by

[Akarsh Sabbavarapu](https://hashnode.com/@akarshsabbavarapu09)

@akarshsabbavarapu09 · New York, USA

  
[View profile](https://hashnode.com/@akarshsabbavarapu09)

GTM Engineer · Marketing Engineer | Building AI systems for revenue teams

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