"Weapons of Math Destruction" (book)

"Weapons of Math Destruction," by Cathy O'Neil, explores how algorithms and mathematical models can perpetuate inequality and harm society. The book argues that these complex systems, used in areas like finance, education, and criminal justice, are often opaque and unregulated. They can disproportionately impact marginalized groups, leading to unfair treatments and reinforcing existing biases. O'Neil calls for greater transparency and accountability in the use of these models, emphasizing that while they can offer efficiency, their unchecked power can lead to significant societal harm and systemic injustice.