The article compares two main ideas about how people make predictions in economics: adaptive expectations and rational expectations. Both ideas are based on learning from past experiences. Some people think rational expectations are better for long-term planning, while adaptive expectations are better for short-term decisions when there isn't much information available. Both ideas have their strengths and weaknesses, but they can be useful in different situations.