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Skibidi and goon vibes in the lab as Ryan and W.G. dive deep into the sigma realm of local density potentials. They are lowkey redefining how we view temperature effects in molecular liquids with dank models that blend classic pair potentials and local density magic. This work is the edge of science, using MS-CG to find that sweet spot of length-scale, r*c, to unlock the true potential of coarse-grained models. With accurate descriptions and wide-ranging transferability, they are sailing the ship of molecular understanding into new territories, where every temperature fluctuation matters.