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As a systems & compiler geek, I like finding and fixing inefficiencies. We stumbled upon neat low-lying fruit in VLMs: they keep paying for the same background over and over. We got huge speedups, 14.9–35.9×! Website: vlmaxxi.ng Paper: arxiv.org/abs/2605.03351 Code: github.com/jfbastien/VL...