A careful study of “abnormal” nuclear phenomena in a cold fusion experiment indicates that cold fusion is a new problem in ultralow energy, and we cannot use the traditional idea of deuteron-deuteron fusion to understand and appraise cold fusion. The contradiction between the new phenomena and traditional theory is analyzed, and a possible new nuclear process is suggested.