Causality, Causal Inference, Machine Learning, Artificial Intelligence, Generative Art.
Pearl’s ladder of causality. Image created by author. The tasks performed by deep learning models such as Stable Diffusion sit at the “Seeing” level on the ladder. These models have the ability to answer questions such as “What if I see the word ‘cat’ in the text prompt?”. Causal models allow us to