Weapons of Math Destruction (2016) by Cathy O’NeilRead about another title on the list.
O’Neil has worked both as an academic and as a quant for a hedge fund, which puts her in a unique position to investigate how computer algorithms (many of them secret and proprietary) and “big data” are part of a new, non-human way to evaluate things like public school teacher performance and hiring prospects. Many of these algorithms, she contends, are based on “poisonous assumptions,” and—surprise, surprise—in aggregate mostly affect and penalize the poor, who have to face the faceless numbers with little recourse, while the rich use their cronyism, nepotism, and old-boy networks to get ahead—all the while pretending American economic life is a meritocracy.
--Marshal Zeringue