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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Systematic Hazard Analysis for Frontier AI using STPA - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://simonmylius.com/blog/assessing-confidence-in-safety-cases</loc>
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    <lastmod>2025-06-04</lastmod>
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    <loc>https://simonmylius.com/blog/incident-classification</loc>
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    <lastmod>2025-01-27</lastmod>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Causal and Domain Taxonomies from MIT AI Risk Repository</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Scalable AI Incident Classification - Make it stand out</image:title>
      <image:caption>Example: Filter applied in Record View to explore intentionally caused incidents that took place since 1/1/2020 and caused harm scoring over 5 on the financial loss severity scale.</image:caption>
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    <loc>https://simonmylius.com/blog/cluster-analysis</loc>
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    <lastmod>2025-03-25</lastmod>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>PROCESS FLOW: Prioritisation of Effort on AI Safety Risk Interventions</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Validity requirements and acceptance of novel analyses depend on objectives of RCA</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Taxonomy Classifications for AIID Incident 74</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Top 5 significant causal factors as identified by LLM across 10 analyses of Incident 74</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66335d1548f4b53813062a59/fa8d978d-3e54-4bc0-b5b0-f542891312f7/Accuracy+Comparison+Temp+Top+P.png</image:loc>
      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/66335d1548f4b53813062a59/03222c62-06a5-45c6-8d9e-1a4c436b1a1b/Ishikawa.png</image:loc>
      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Example Ishikawa Diagram for AIID Incident 1</image:caption>
    </image:image>
    <image:image>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Blog - Validity and Clustering of AI Safety Incident Causality Analysis - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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