Despite the growing presence of women and historically underrepresented groups in academic medicine, significant disparities remain. This article examines a key aspect of these disparities: biases in assessment and learning environments. Reviewing current literature, including in OBGYN, reveals persistent gender and racial biases in subjective clinical narrative assessments. The paper then outlines a 2-pronged approach for change: first, enhancing the learning environment, and subsequently, providing targeted recommendations for individuals, academic leaders, and healthcare institutions to effectively address these biases.