Album Artworks not showing on Recently Played

Hello everyone,

I hope you're all doing well!

I’m experiencing an issue with album artworks in my music library on my Mac.

When I listen to a new album that isn’t added to my library, the cover shows up initially.

However, after a few plays or if I add to the library and for some reason remove it and listen again, the artwork disappears and stays like is in the photo I attatched.

I noticed that if I uncheck “Sync Library,” the album artwork displays correctly. However, this means I won’t have the same catalog across my other devices, including my iPhone and Apple TV.

This issue seems to be specific to my Mac.

Does anyone have any suggestions on how to resolve this?

Thank you!