A core aging mechanism just shifted from understood-but-untouched to directly therapeutic—and it matters because this one is actually modifiable. This week: how mechanism clarity opens pharmaceutical intervention routes, what sex differences are exposing about current biomarker frameworks, and confirmation on a GLP-1 finding that reframes how to think about that drug as an aging intervention.