With the exponential rise of AI, and with radiology being at the forefront of this revolution, this article breaks the model by taking a unique approach in performing experimental and validation studies using natural language processing modules and focusing on recommendations for additional imaging alone. Aruj Chawla, DO discusses a new study that details the utility and limitations of current applications.