Self-Modifying Cartesian Genetic Programming (SMCGP) is a form of genetic programming that integrates developmental (self-modifying) features as a genotype-phenotype mapping. This paper asks: Is it possible to evolve a learning algorithm using SMCGP? Categories and Subject Descriptors I.2 [Artificial Intelligence]: Learning; I.2 [Artificial Intelligence]: Automatic Programming General Terms Algorithms Keywords Developmental systems, genetic programming