How do I remove them?
They don't appear when using flat shading.
Nothing in the scene can cause this.
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The problem occurs in smooth shading because it changes the way the shading is calculated across the surfaces, giving the illusion of a smooth surface even if the angle between the faces is sharp.
To correct that, add edge split modifier while all faces are set to smooth shading.