Interpreting age-related changes and differences in brain structure, activation and functional connectivity is an ongoing challenge. Ambiguous terminology is a major source of this challenge. For example, the terms “compensation”, “maintenance”, and “reserve” are used in different ways by researchers. Most of the time, they disagree about the kind of evidence or patterns of results required to interpret findings related to these concepts.