That looks like the clear coat to me. Best case scenario is you sand down the clear without going through the color and respray a clear coat. Generally speaking, other parts of the car are not far behind. Might be time for a new paint job? It is possible that for some reason the mirror has had a subpar repaint and the rest of the car's paint is in good condition though.
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Woody
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