---
title: "Discussion on \"I Used DeepSeek R1 + Open Data to Challenge AI ROI\" | Hashnode"
description: "Discussion on \"I Used DeepSeek R1 + Open Data to Challenge AI ROI\". I used DeepSeek R1 on AWS Bedrock to test AI ROI claims against SEC revenue data and developer productivity"
url: "https://hashnode.com/posts/deepseek-r1-open-data-ai-roi/6a21827f4812d84ddc9eed8d"
---

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# [I Used DeepSeek R1 + Open Data to Challenge AI ROI](https://pragmatic-builder.hashnode.dev/deepseek-r1-open-data-ai-roi?utm_source=hashnode&utm_medium=feed)

I used DeepSeek R1 on AWS Bedrock to test AI ROI claims against SEC revenue data and developer productivity

Jun 4 · 11 min read · pragmatic-builder.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#amazon-bedrock](https://hashnode.com/tag/amazon-bedrock)
-   [#aws](https://hashnode.com/tag/aws)
-   [#regression-to-the-mean](https://hashnode.com/tag/regression-to-the-mean)
-   [#productivity](https://hashnode.com/tag/productivity)

## Written by

[Pragnesh Shah](https://hashnode.com/@prag-matic-builder)

@prag-matic-builder · London, UK

  
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Bridging Enterprise Legacy and GenAI-Native Futures | Speaker and Strategist

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