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@FedorPetrov: only the prime case of Olson's theorem follows from Alon-Furedi hyperplane covering. Though that has been "fixed" recently by Clark et al. (and by Brink before that) by generalising another result of Alon-Furedi. See section 4 of arxiv.org/pdf/1404.7793v2.pdf. In fact many combinatorial results that follow from combinatorial nullstellensatz can alternately be seen as direct applications of this Alon-Furedi bound.
Are you sure that the example is due to Henry Cohn? From what I have heard in lectures on F1 theory, including one lecture by Manin, this example was due to Jacques Tits.