The article discusses how algebras made from strictly positive matrices can be similar, including simple and commutative cases. It also gives conditions for block diagonal matrix algebras to be made from nonnegative matrices. The researchers found all possible sizes of algebras made from two nonnegative matrices that semi-commute. This solves a problem posed in a previous study.