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Ethical Use: This code demonstrates AI vulner abilities and is shared solely for academic inquiry, safety research, or reproducibility studies. Any ap plication that could harm individuals, manipulate systems, or violate privacy is expressly prohibited.
Attribution: Work derived from or referencing this code must cite: Haylett, K. R. (2025). LLM JPEG Em bedding Compression. Finite Tractus: The Hidden Geometry of Language and Thought. www.finitemechanics.com/code.html
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The Geomtery of Language and Thought.