[taejo]

I'm I right to surmise that "graphical" refers to graphs rather than "graphics", or was that just one example in the video?

[jey]

Yes, "graphical models" are a formalism for representing and reasoning about probability distributions using graphs.

[gwern]

Yes. Confusing, isn't it?

[dudurocha]

For me, as non native English speaker is more confusing.

In Portuguese we say grafos(graphs) and gráficos, when we refer to pics and images. And when I read something in English, I wonder if its graphs referring to maths or to pics.