The robustness of adaptive observers whose order is less than that of the plant is addressed. It is shown that residuals (unmodeled states) with finite energy over a finite time interval, together with a definitely exciting plant input, are sufficient to insure ultimate boundedness of the parameter and state errors, regardless of the plant stability or input boundedness.