Regarding cleaning up arsenic, straight from the pdf, "Arsenic can never be removed from the environment."

Regarding rice, straight from the pdf, "Organic arsenic is found in soil, water, and food around the world, and is not harmful except at high doses."

Take your arsenic news with a grain of salt, while it is dangerous this pdf is a bit hyperbolic.