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Source. Published p. 283, Proposition 10.4 (PDF).

Statement. For any field KK, any a,b∈Ka,b\in K, and any affine kk-dimensional subspace U⊆KnU\subseteq K^n, at most 2k2^k points of UU have all coordinates in {a,b}\{a,b\}.

Proof. Write U=v+VU=v+V, where VV is a linear kk-space. A matrix whose rows form a basis of VV has rank kk, so it has kk linearly independent columns. Projection onto those coordinate positions is injective on VV, and therefore on its affine translate UU. A two-valued point projects into the set {a,b}k\{a,b\}^k, which has at most 2k2^k elements. Injectivity proves the result. This includes k=0k=0, arbitrary characteristic, and a=ba=b. □\square

The source's basis of the form (I M)(I\ M) first requires a suitable permutation of coordinates; the projection proof states that choice explicitly. Odlyzko's cited result motivates the statement but is not an unproved input to this proof.