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    <title>topic Question on Spotify Data &amp;amp; Third-Party Generative AI in Spotify for Developers</title>
    <link>https://community.spotify.com/t5/Spotify-for-Developers/Question-on-Spotify-Data-amp-Third-Party-Generative-AI/m-p/6972857#M17927</link>
    <description>&lt;P class=""&gt;&lt;SPAN class=""&gt;My Discord bot, "Hershey &lt;span class="lia-unicode-emoji" title=":saxophone:"&gt;🎷&lt;/span&gt;,"&lt;/SPAN&gt;&lt;SPAN class=""&gt;&amp;nbsp;which displays Spotify stats and includes some AI-powered text generation features, had its request for extended quota declined.&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;The reason given was, "Do&lt;/SPAN&gt;&lt;SPAN class=""&gt;&amp;nbsp;not use the Spotify Platform or any Spotify Content to train a machine learning or AI model or otherwise ingest Spotify Content into a machine learning or AI model."&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;I'm fairly certain this relates to two commands (&lt;/SPAN&gt;&lt;SPAN class=""&gt;/roast&lt;/SPAN&gt;&lt;SPAN class=""&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;and&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/SPAN&gt;&lt;SPAN class=""&gt;/compare&lt;/SPAN&gt;&lt;SPAN class=""&gt;) where the bot sends aggregated user Spotify data (like top songs/artists for a period) to Google's Gemini API as a prompt. The API then returns a generated text response (a roast or comparison), which is displayed to the user. My bot itself performs no AI training.&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;Given this, I understand that sending Spotify user data to a third-party AI for processing, even just for prompt-based text generation, is likely considered "ingesting content into an AI model" from Spotify's perspective, due to how these AI services might use prompt data.&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class=""&gt;Is this understanding correct?&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;Are there any recommended best practices or alternative approaches for developers related to a user's Spotify data that would be more compliant with the policy against AI model ingestion, especially for extended quota?&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;The project is already open source, and I'm open to making adjustments to align with platform guidelines while still trying to offer engaging features.&lt;/SPAN&gt;&lt;/P&gt;</description>
    <pubDate>Wed, 21 May 2025 22:45:43 GMT</pubDate>
    <dc:creator>LFuse</dc:creator>
    <dc:date>2025-05-21T22:45:43Z</dc:date>
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      <title>Question on Spotify Data &amp; Third-Party Generative AI</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Question-on-Spotify-Data-amp-Third-Party-Generative-AI/m-p/6972857#M17927</link>
      <description>&lt;P class=""&gt;&lt;SPAN class=""&gt;My Discord bot, "Hershey &lt;span class="lia-unicode-emoji" title=":saxophone:"&gt;🎷&lt;/span&gt;,"&lt;/SPAN&gt;&lt;SPAN class=""&gt;&amp;nbsp;which displays Spotify stats and includes some AI-powered text generation features, had its request for extended quota declined.&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;The reason given was, "Do&lt;/SPAN&gt;&lt;SPAN class=""&gt;&amp;nbsp;not use the Spotify Platform or any Spotify Content to train a machine learning or AI model or otherwise ingest Spotify Content into a machine learning or AI model."&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;I'm fairly certain this relates to two commands (&lt;/SPAN&gt;&lt;SPAN class=""&gt;/roast&lt;/SPAN&gt;&lt;SPAN class=""&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;and&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/SPAN&gt;&lt;SPAN class=""&gt;/compare&lt;/SPAN&gt;&lt;SPAN class=""&gt;) where the bot sends aggregated user Spotify data (like top songs/artists for a period) to Google's Gemini API as a prompt. The API then returns a generated text response (a roast or comparison), which is displayed to the user. My bot itself performs no AI training.&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;Given this, I understand that sending Spotify user data to a third-party AI for processing, even just for prompt-based text generation, is likely considered "ingesting content into an AI model" from Spotify's perspective, due to how these AI services might use prompt data.&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN class=""&gt;Is this understanding correct?&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;Are there any recommended best practices or alternative approaches for developers related to a user's Spotify data that would be more compliant with the policy against AI model ingestion, especially for extended quota?&lt;/SPAN&gt;&lt;/P&gt;&lt;P class=""&gt;&lt;SPAN class=""&gt;The project is already open source, and I'm open to making adjustments to align with platform guidelines while still trying to offer engaging features.&lt;/SPAN&gt;&lt;/P&gt;</description>
      <pubDate>Wed, 21 May 2025 22:45:43 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Question-on-Spotify-Data-amp-Third-Party-Generative-AI/m-p/6972857#M17927</guid>
      <dc:creator>LFuse</dc:creator>
      <dc:date>2025-05-21T22:45:43Z</dc:date>
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