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In order to improve the interactive effect of modern teaching, this paper combines the artificial intelligence interactive technology to model the teaching interactive process and designs and analyzes the system static test of the infrared feature threshold online monitoring system. Moreover, this paper performs beam-expanding shaping on the output feature and increases the shaping optical path and the uniform optical path to make the infrared spot energy distribution relatively uniform and reduce the error when observing the loss threshold. The software part takes the spot shift threshold and quadrant amplitude threshold as the design basis of the upper computer threshold judgment algorithm. In addition, this paper designs an interactive teaching and learning system for students based on artificial intelligence. The research results show that the interactive teaching and learning system for students based on artificial intelligence has an obvious role in promoting modern teaching.