This report studies the adaptive control of open loop stable processes, or processes which can be pre-stabilized by fixed compensation. It is shown that by making a simple modification to tradition parameter adaptive control laws, global stability can be assured even if the controller becomes temporarily unstable during adaptation. The results are applicable to a large class of adaptive controllers which estimate parameters from process input-output data.