Gerald discusses two distinct yet related tools used in the human cell atlas project, aimed at characterizing human tissues at the single cell level. He highlights how domain adaptation allows for the comparison of data from different experiments, while deconvolution helps to understand the complexity of human tissues beyond their individual components. Both tools serve to deepen our understanding of human biology in both normal and diseased states.