Ep 10. Coded Bias

Coded Bias is the tenth episode in the twenty-second season of the documentary series Independent Lens, exploring the pervasive issue of algorithmic bias. Written and directed by Shalini Kantayya, the episode delves into the world of artificial intelligence and how it is shaping our understanding of the future. Kantayya explores the impact of AI on society and the potential for algorithmic bias to exacerbate existing societal inequalities.

The episode begins by profiling Joy Buolamwini, a computer scientist at MIT who began researching facial recognition technology and noticed that it struggled to accurately identify darker skinned faces as well as those belonging to women. The show investigates the disturbing implications of these limitations, including misconduct of law enforcement that went undetected.

Coded Bias takes viewers through the current state of facial recognition technology, and how it is utilized in systems from employability hiring to social media platforms. It also looks at how the consequences of systemic biases can prevent certain people from accessing services, discrimination, and unfair treatment, making it imperative to ensure that the algorithms powering AI systems are held accountable.

The episode sheds light on real-life examples of how algorithmic bias infects AI systems. We learn how computer programs like COMPAS, used in judicial decisions and sentencing, have better outcomes for white people than Black people. It is revealed how predictive models for health insurance coverage and bank loans take into account race, gender, and socioeconomic status, and how they are prone to perpetuating prejudice against marginalized groups.

Coded Bias features a range of experts who weigh in on the challenges the world faces in tackling algorithmic bias. Some of these interviews discuss the need for transparency in the coding of algorithms, while others highlight the importance of fighting against bias using ethical policies and regulations.

One of the most incredible parts of Coded Bias is its accessibility. Kantayya presents complex issues with clarity and simplicity, enabling viewers to follow along without requiring a technical background. She also emphasizes the significance of the story being told with an impressive range of interviews with researchers, lawmakers, and everyday people.

The episode concludes by urging viewers to take action and become more accountable for the solutions they seek. It encourages people to express their concerns to those in positions of power and to stay informed on the ways in which AI is affecting the world around them.

Overall, Coded Bias is an educational and shocking examination of the technology that touches all aspects of life today. It shows the positive promises of artificial intelligence but also the potential for catastrophe without safeguards in place. This episode serves as an informative and thought-provoking reminder of the intersection of science and society and the importance of holding them accountable.