AI compositional generalization Unlocking AI's Understanding: How Representational Homomorphism Improves Language Models Explore Homomorphism Error (HE), a new metric quantifying AI's compositional understanding. Learn how HE predicts and improves how Transformer Language Models generalize to novel linguistic structures.