NLP, AI, Machine Learning, Deep Learning, Artificial Intelligence.
should be independent of the outcome of any previous tosses. This is because the current state (getting a Head in the previous toss) is the only thing that matters to determine the next state (getting a Head in the next toss). The past states and other observations do not influence the next state.