Exploring the implications of bias in AI tools for job recruitment, this chapter debates the efficiency benefits and ethical concerns of relying on AI systems for candidate selection. The speakers discuss societal biases influencing technology, the preferences of AI in sorting resumes based on prestigious criteria, and the challenges of fairness and equality in educational background-based recruitment practices.