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A synthetic methods audit of two local conditional-velocity estimators under invertible linear maps. It distinguishes passive coordinate changes with metric transport from changes in neighbourhood geometry, and separates transformation correctness from estimator accuracy and information loss. The study does not establish nonlinear-chart invariance or neural representation-independent dynamics.
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Robin Langell (2026) studied this question.
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