The paper does use Bayesian statistics. Presenter is a pure maths PhD.
I don't think I was clear, but I was only talking about the presenter's attempted explanation of the statistics of this problem.
This can be really relevant in various fields, statistics, gambling, and decision-making. I like the fact that they imply the importance of considering potential biases in seemingly random events.