Justification for special category data processing in AI bias correction records

When processing special categories of personal data for bias detection and correction in high-risk AI systems, the organisation should ensure that the records of processing activities clearly document the strict necessity of such processing. The documentation should also explain why the objective of bias detection and correction could not be achieved by processing other types of data, such as synthetic or anonymised data.

Access to this data should be subject to strict controls. Access should be documented to ensure it is limited to authorized persons with confidentiality obligations. Transmission, transferal or access to such data by other parties should be strictly prohibited.