Explore exploit dilemma

In Machine Learning there is a dilemma when training a model. You can explore the state space more, which can waste time in places that are irrelevant or you can exploit what you know more but can get you in a rut not finding new ways to do things. This same dilemma applies far beyond machine learning into literally everyone’s daily lives.