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      <title>Ali Dulaimi - AI Engineer</title>
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      <description>AI Integration Engineer specializing in speech processing, language models, and creative applications. Building the future of human-AI interaction. Building production-scale AI systems for enterprise.</description>
      <language>en-us</language>
      <managingEditor>adlmai.ideas@gmail.com (Ali Dulaimi)</managingEditor>
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    <title>Reading Emotion From a Silent Face: Gemini 3 Flash vs Qwen2.5-VL-32B</title>
    <link>https://www.adlmai.com/blog/silent-video-emotion-gemini-vs-qwen</link>
    <description>Two vision-language models, the same 150 silent RAVDESS clips, one question — can a VLM read emotion from a face with the audio stripped out? A head-to-head on classification accuracy and per-class behaviour.</description>
    <pubDate>Sun, 17 May 2026 00:00:00 GMT</pubDate>
    <author>adlmai.ideas@gmail.com (Ali Dulaimi)</author>
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