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At twenty-eight, fresh from Stanford's MBA program and steeped in the move-fast-and-break-things ethos of Silicon Valley, Andy Dunn was on top of the world. He was building a new kind of startup--a digitally native, direct-to-consumer brand--out of his Manhattan apartment. Bonobos was a new-school approach to selling an old-school product: men's pants. Against all odds, business was booming.

Hustling to scale the fledgling venture, Dunn raised tens of millions of dollars while boundaries between work and life evaporated. As he struggled to keep the startup afloat, Dunn was haunted by a ghost: a diagnosis of bipolar disorder he received after a frightening manic episode in college, one that had punctured the idyllic veneer of his midwestern upbringing. He had understood his diagnosis as an unspeakable shame that--according to the taciturn codes of his fraternity, the business world, and even his family--should be locked away.

As Dunn's business began to take off, however, some of the very traits that powered his success as a founder--relentless drive, confidence bordering on hubris, and ambition verging on delusion--were now threatening to undo him. A collision course was set in motion, and it would culminate in a night of mayhem--one poised to unravel all that he had built.

Burn Rate is an unconventional entrepreneurial memoir, a parable for the twenty-first-century economy, and a revelatory look at the prevalence of mental illness in the startup community. With intimate prose, Andy Dunn fearlessly shines a light on the dark side of success and challenges us all to take part in the deepening conversation around creativity, performance, and disorder.

"A modern classic . . . a straight-talking survival guide to the mean streets of a dying democracy and a global pandemic."--Wired

Misinformation, disinformation, and fake news abound and it's increasingly difficult to know what's true. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.

You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.

We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.