A palladium-catalyzed direct synthesis of Δ(2)-isoxazoline from toluene derivatives has been established. The present reaction proceeds through nondirected Csp(3)-H activation, benzylic nitration, dehydration, and cycloaddition. This protocol also features the unusual triple role of silver nitrate in a one-pot reaction.