Bias

Introduction In today’s digitally driven landscape, data has become the backbone of businesses, governments, and individuals alike. With the exponential growth of data, concerns about data ethics have risen to the forefront. Data ethics is a branch of ethics that deals with the moral and social implications of data collection, storage, and usage. The application of data ethics in real-world scenarios is crucial to ensure that data is used responsibly and for the greater good. In this blog post, we will explore various application scenarios of data ethics and how they impact our lives. ...

Introduction As Artificial Intelligence (AI) becomes increasingly ubiquitous in our lives, concerns about its fairness and transparency are growing. One of the most pressing issues is AI bias, which can lead to discrimination, unequal treatment, and perpetuation of existing social inequalities. According to a report by the National Institute of Standards and Technology, 85% of AI systems contain bias, which can have serious consequences in areas such as hiring, law enforcement, and healthcare (1). In this blog post, we will delve into the concept of AI bias mitigation through the lens of advantage analysis, exploring the benefits and strategies for ensuring that AI systems are fair, transparent, and unbiased. ...