KDE applications have some issues with their icons outside of Plasma. This post shows the current state and what can be done to improve it.
The Adwaita Icon Theme no longer follows the FDO icon naming spec breaking KDE applications on Fedora 40 Workstation and Co. See the concrete state of the issue in the linked article.