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Depth-first layouts of $k^2$-trees can significantly enhance computational performance and memory efficiency, challenging the dominance of traditional graph representations.
LLM-based compression techniques can achieve up to 82% better compression on source code compared to traditional methods, revealing hidden efficiencies in code representation.