Though machine learning has become more ubiquitous, discussions on AI bias tend to center around gender and race, and not disability. However, there tends to be lower representation for disabled individuals in datasets due to selective disclosure of disability. Even when disability information is being intentionally collected, some may choose not to reveal their disability — likely in fear of social or financial consequences in doing so.