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2019
1146

Metaphors We Believe By

In the past, gods and demons allowed us to talk about phenomena that we didn’t fully understand. During the Enlightenment, we tried to kill them and explain everything in reductionist scientific terms. But it feels to me like we’ve come full circle. We’re back to using oversimplified metaphors to wrap our minds around…

1155

Math versus Dirty Data

At Google, our organization designs, owns, and maintains a number of optimization models that automate the planning of Google’s datacenter growth and health. As is pretty standard in supply chain optimization and planning, these models are often integer linear programs. It’s a core competency of operations research…

1167

Files Are Fraught with Peril

This is a psuedo-transcript for a talk given at Deconstruct 2019. To make this accessible for people on slow connections as well as people using screen readers, the slides have been replaced by in-line text (the talk has ~120 slides; at an average of 20 kB per slide, that's 2.4 MB. If you think that's trivial…

1170

A Grimoire of Functions

I'm the kind of person who reads encyclopedias front to back just for fun, and I've been fascinated by mathematical special functions at least since my first encounter with the gamma function as a teenager. My work implementing numerical and symbolic algorithms in mpmath , Arb and other software projects during the…