Mark latest points in the live plot
The live plot is a useful tool in judging the quality of the result, and figuring out what is happening.
In order to make it even more awesome we could visually mark the last few points with a different marker size or different color. This would dramatically improve the visual appeal of watching the learner work (really the main motivation), as well as let the user answer the question "what is the learner doing right now".