A self-similar algebra is an associative algebra with a morphism of algebras $\psi: \mathfrak{A} \longrightarrow M_d \left( \mathfrak{A}\right)M_d \left( \mathfrak{A}\right)d\times d\mathfrak{A}$. We study the connection between self-similar algebras with run-length encoding and rational languages. In particular, we provide a curious relationship between the eigenvalues of a sequence of matrices related to a specific self-similar algebra and the smooth words over a 2-letter alphabet. We also consider the language of words in where such that is a unit in . We prove that is rational and provide an asymptotic formula for the number of words of a given length in .

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