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School of Engineering and Applied Science, Harvard University 1, Kempner Institute, Harvard University 2
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Models don't need to manipulate curved manifolds to compute over them: Qwen executes number comparison via simple linear projections and localized MLP boundaries, largely ignoring the non-linear manifold geometry of its own representations.
