This article looks back at some of the excellent blog posts from contributors in 2023. It covers topics such as neurosymbolic approaches for reasoning on graph structures, fairness in hierarchical clustering, class imbalance in training and evaluation datasets, utilizing generative adversarial networks for stable structure generation in Angry Birds, and inferring reward functions that capture the intent of an end-user.