This pilot study will test the glucocorticoid antagonist, mifepristone, for cognitive impairment in late-life anxiety disorders. Mifepristone blocks the effects of elevated cortisol levels on glucocorticoid receptors in the brain; it has been studied preliminarily in various neuropsychiatric disorders, such as psychotic depression and bipolar disorder, with well-documented safety and tolerability.