Special regulations for children and minority groups
AI-based predictive analytics and profiling have demonstrated many limitations pertaining to minority groups’ opportunities and development. To promote social welfare facilities (such as improving facilities used by children), there has been extensive statistical analysis of studies related to different cases in the past, where data has been sourced from different databases, including public welfare benefits data, medical records, and judicial information. Studies and detailed investigations have revealed that there have been wide variations/inconsistencies in model input data, the data recorded is not systematic, and validation criteria have been applied inconsistently.
Along with the draft regulation (from the EU Commission) and regulatory proposals set forth by individual countries, regulatory bodies have come forward to translate the proposals for the digital space. The respective bodies have been instrumental in proposing...