As far as I know (which isn’t much), this is normal in Blender (GP). This is not like Krita, for instance, where Brush Cursors can have other shapes, depending on the Brush you are using.
Hi Owen, i noticed in the video you are working in Solid Shading mode. Textures for brushes normally only show in material shading or rendered shading mode.