Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy


Cathy O'Neil - 2016
    Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

Blood & Ivy: The 1849 Murder That Scandalized Harvard


Paul Collins - 2018
    Dr. George Parkman, a Brahmin who owned much of Boston’s West End, was last seen that afternoon visiting his alma mater, Harvard Medical School. Police scoured city tenements and the harbor, and offered hefty rewards as leads put the elusive Dr. Parkman at sea or hiding in Manhattan. But one Harvard janitor held a much darker suspicion: that their ruthless benefactor had never left the Medical School building alive.His shocking discoveries in a chemistry professor’s laboratory engulfed America in one of its most infamous trials: The Commonwealth of Massachusetts v. John White Webster. A baffling case of red herrings, grave robbery, and dismemberment—of Harvard’s greatest doctors investigating one of their own, for a murder hidden in a building full of cadavers—it became a landmark case in the use of medical forensics and the meaning of reasonable doubt. Paul Collins brings nineteenth-century Boston back to life in vivid detail, weaving together newspaper accounts, letters, journals, court transcripts, and memoirs from this groundbreaking case.Rich in characters and evocative in atmosphere, Blood Ivy explores the fatal entanglement of new science and old money in one of America’s greatest murder mysteries.