What does acetone do to acrylic paint? Acetone is a powerful solvent that can dissolve many materials, including acrylic paint. When acetone comes into contact with acrylic paint, it breaks down the paint’s binders, causing the paint to become soft and gooey. This can be useful for removing unwanted paint from surfaces, or for thinning paint to make it easier …