Double-stranded and single-stranded RNA molecules, and their use in methods for inducing interferon are provided. The interferon induction provides anti-viral and other medically useful effects, such as anti-cancer effects. Also provided are methods for reducing or inhibiting interferon induction exhibited by such molecules, particularly siRNA and shRNA molecules produced in vitro.