competing firms. While some research paths lead to the innovation sought, others result in dead ends. Because firms benefit from … on projects that other firms have already found to be dead ends. Consequently, technological progress is slowed down, and …-arm bandit model with two competing firms. The risky arm could potentially lead to a dead end and the safe arm introduces further …