Semantic AI is the combination of knowledge graphs and graph ML.
A knowledge graph links facts about the world with their meaning, which can be used to reason, infer new knowledge and connect data with its context. Graph ML is a natural fit with knowledge graphs, where it provides link prediction, neighborhood similarity, causal modelling, and more.
The combination of these technologies enables solutions that are difficult or impossible with deep learning or other forms of conventional ML.