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A social media company is implementing an AI-driven content recommendation system to enhance user engagement. During testing, the data science team notices that the AI suggests content differently based on user demographics, leading to concerns about whether the model is treating all users fairly. The team wants to ensure the system avoids any form of bias and complies with ethical AI standards. To better understand this issue, they need a clear example of algorithmic bias to recognize and address it in their system. Which of the following scenarios best illustrates algorithmic bias?