The Anstee-Sali conjecture predicts the asymptotic number of columns in a simple (0,1)-matrix avoiding a fixed submatrix , where simple means that no two columns are equal and avoidance
allows permutation of rows and columns. Write this maximum for
rows as
. For the column product
, each column of
is stacked above each column of
. Let
be the least number
such that every
-fold product of sufficiently large identity
matrices, their binary complements, or upper triangular all-ones matrices
contains
.
The conjectured estimate is
.
Anstee et al. (2026) refuted the conjecture. If is the incidence matrix
of the cycle graph
and
is a column of
ones, then, for
,
For this forbidden matrix, , so the exponent is larger than the conjectured
.
The forbidden pattern is detected by restricting columns to selected rows, not merely
by finding an ordinary hypergraph subgraph.
Anstee et al. (2026) attribute discovery of the lower-bound example to GPT-5.6 Sol assistance in the underlying work. The mathematical claims were reviewed by the authors.