The lack of major scientific advancements is probably taking some of the luster off.

Most of the field-defining advancements came in or before the early 20th century: genetics, relativity, tectonics, quantum mechanics, marginal utility theory, natural selection, chemistry.

Since then, we've mostly been tinkering around the edges.