App icons turned black in iPhone 15 Pro Max after iOS 17.1 update

In Dark Mode, which you can enable through the Display & Brightness settings, the backgrounds of various apps revert to darker shades — typically black or dark gray. This change helps reduce eye strain in low-light environments and can also help conserve battery life on OLED displays. 

“App icons turned black in iPhone 15 Pro Max after iOS 17.1 update: IPhone 15 pro max. After updating the app, the icon disappears. Update 17.1”

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To avoid bugs after updates, keep your phone up-to-date. It may have avoided this all together.