Further reading

Piaget’s theory of assimilation and accommodation motivates the layered repair semantics [ Piaget , 1952 ] . Spelke’s account of core knowledge supplies the six empirical fragments abstracted by the Spelke sketch [ Spelke , 2022 , 2023 ] . Riehl develops the relative, model-categorical, and homotopical machinery used to distinguish weak equivalence from stronger physical structure [ Riehl , 2014 ] . Moro uses experimentally motivated impossible languages to investigate the constraints separating possible human languages from arbitrary formal grammars [ Moro , 2023 ] ; this motivates the restricted category of humanly admissible language coalgebras. Gold introduced identification in the limit and the decisive dependence of learnability on the mode of presentation [ Gold , 1967 ] . Universal Imitation Games develops the initial-algebra/final-coalgebra contrast that ORACLE generalizes [ Mahadevan , 2024 ] . The categorical AI, LINCS, and DIAL books supply the decision, repair, and creative-learning infrastructure used after categorical identification [ Mahadevan , 2026a , 2026c , 2026b ] .