Yes. A DUI (or a wet reckless) will wipe out any preferred or safe driver discount. This may occur right away or when the driver's policy comes up for renewal. When a policy comes up for renewal, the car insurance company will once again pull the driver's criminal and DMV records. The insurer may then cancel/refuse to renew the policy or may increase the rate at which the renewal is offered.