The UK government is using deep learning algorithms across multiple departments, encountering issues with biased training data. The Home Office's use of AI to read passports at airports has shown significant racial bias. To avoid bias, more transparent algorithms and open data access for expert verification of the system's fairness are needed. While the UK government has taken measures, there is still a need for stronger legal pressure to ensure organizations using AI comply with regulations. We need to ensure fairness and justice in AI technologies through legal, technical, and educational means.