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      <title>Carbon, Code &amp; Clusters: When AI Audits the Life Cycle of Itself</title>
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      <description>A mechanism-first reading of how lightweight LLMs, embeddings, and clustering can map the AI–LCA research landscape without pretending that literature review has been fully automated.</description>
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