spotlight – Problems with icon

I have downloaded VS Code on my new Mac mini, but the icon seems to be some random dots. My Mac mini has the M1 Chip.

Here is a picture of the icon in Spotlight:
Image of Spotlight

A few steps I have tried:

  • Restarting the Mac
  • Reinstalling VS Code
  • Trying with a different user
  • Contacted Apple Support, response was, “it is not our product (vs code) so we can no fix it”

Is there anyway to fix this?