To ensure the quality of AI-generated images, it's essential to choose reputable and reliable AI image generator tools. Additionally, optimizing the input data and parameters, such as image resolution and style preferences, can significantly impact the output quality. Regularly reviewing and refining the generated images can also help maintain the desired standards.