Microsoft revealed its roadmap to deal with this data desert which has become a major hindrance in making AI accessible.
How Microsoft Is Enabling Its AI-Based Technology To Be Disability-Inclusive The lack of machine learning datasets that include people with disabilities has proved to be a major roadblock for developing technological solutions customised to their needs. This is often referred to as ‘data desert’. It is a common practice for organisations building technology products and services to use data at an aggregate level, which leads to stereotyping and being exclusionary in the process.
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