In this paper, the author has listed the serious consequences caused by the ignoring of the reliability of the inference and interpretation, dealt with the train of thought and countermeasures for gravity and magnetic anomaly interpretation under complex conditions (i.e., the correct and rational utilization of techniques and technologies), and put forward suggestions concerning the scheme for dividing the reliabilities of inferred results and the new fashion for result expression.