The Digital Overseer

Algorithms aren't neutral. They're reflections of the systems that built them. In The Digital Overseer, Dareios Little delivers a gripping exposé on the hidden biases embedded in artificial intelligence. From facial recognition failures to predictive policing, this powerful manifesto reveals how flawed data and negligent design perpetuate systemic injustice—often under the guise of objectivity. Through vivid, emotionally charged narratives—like Jane's battle with a biased security system or Marcus's entrapment in a digital dragnet—Little shows how AI reinforces discrimination in hiring, healthcare, criminal justice, and beyond. But this isn't just a critique. It's a call to action. Backed by technical insights into model families like CNNs and transformers, and countermeasures such as adversarial debiasing and federated learning, The Digital Overseer offers a strategic roadmap for dismantling algorithmic oppression. Readers gain access to practical tools like IBM's AI Fairness 360 and curated research papers designed to empower developers, educators, and advocates alike. Whether you're a tech enthusiast, policy maker, or social justice warrior, this book is essential reading for anyone seeking to understand—and reshape—the intersection of technology, ethics, and society. Available now. Join the movement. Recode the future.