A Human's Guide To Machine Intelligence

Viac o knihe

Algorithms and the artificial intelligence behind them make countless everyday decisions for us, influencing everything from our shopping choices to our dating prospects. We've even entrusted life-and-death decisions to these systems, once the domain of professionals like doctors and judges. In this insightful exploration, Kartik Hosanagar delves into the complex world of algorithmic decision-making, highlighting the biases they can introduce as they increasingly shape our lives. He argues for a deeper understanding of algorithmic thinking, noting that algorithms often reflect the perspectives of their creators—people like you and me. Drawing from his professional experience in algorithm design, as well as insights from history, computer science, and psychology, Hosanagar examines how algorithms function, why they sometimes fail, and what fosters our trust in them. He discusses notable incidents, such as Microsoft's chatbot Tay, which devolved into offensive behavior, and the tragic mishaps involving self-driving cars. He also addresses our everyday frustrations with platforms like Netflix and Amazon. This work offers an engaging and thought-provoking look at a pivotal development in technology, serving as a practical guide to navigating the first wave of artificial intelligence.