In 'Optimal Illusions' UC Berkeley applied mathematician Coco Krumme explores our historical fascination with process optimization and how that pursuit has led to unintended is in the systems we're streamlining.
False Gods
This isn’t how the story was supposed to go. Optimization was supposed to be the recipe for a more perfect society. When John Stuart Mill aimed for the greater good, when Allen Gilmer struck out to map new pockets of oil, when Stan Ulam harnessed a supercomputer to tally possibilities: it was in service of doing more, and better, with less. Greater efficiency was meant to be an equilibrating force. We weren’t supposed to have big winners and even bigger losers.
But Sam doesn’t rest on, or even mention, his laurels. In conversation, he is smart, curious, and kind, and you can easily tell, through his veneer of demure agreeableness, that he’s driven as hell. By way of introduction to what he’s passionate about, Sam describes how he used a spreadsheet to determine the seven or so domains in which he could make the greatest impact, based on weighing factors such as his own skills and resources against the world’s needs.
Several thousand miles from Sam’s Bay Area office, a different kind of program is in the works. When we speak by phone, Aisha Nyandoro bucks a little at my naive characterization of her work as UBI. “We don’t call it universal basic income,” she says. “We call it guaranteed income. It’s targeted. Invested intentionally in those discriminated against.
And perhaps the loudest bullhorn for the idea has been wielded by Andrew Yang, another product of Silicon Valley and a 2020 US presidential candidate. Yang is an earnest guy, unabashedly dorky. Numbers drive his straight‑talking policy. Blue baseball caps for his campaign are emblazoned with one short word: MATH.
Why is this? What if we were to evaluate something like UBI outside the language of efficiency? We might ask a few questions differently.
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