Different metrics do not always induce different topologies, as demonstrated by equivalent metrics like scaling a metric by a constant factor, which preserves the same topological structure. For example, the Euclidean metric and the polar coordinate metric on R² define the same topology despite having different representations. The discussion highlights that while metrics can vary, the underlying topological space remains unchanged unless the sets themselves differ. It is emphasized that topology is concerned with the properties of spaces that remain invariant under continuous transformations, while metrics define distances between points. Ultimately, the relationship between metrics and topologies is complex, with the potential for different metrics to yield the same topological space.