TL;DR: AI creates engines for relentless optimization at all levels. Read the article to figure out how and its consequences to what you’re doing. Some time ago I wrote about how everything is a model when reviewing a paper from Kraska et al (2017) where they show how traditional CS data structures like B-Tree indexes, […]
Archive | Startups
The Twelve Truths of Machine Learning for the Real World
TLDR: Scroll and read the headings in bold Last month I gave an informal talk to an intimate gathering of friends with this title that I am putting down in words. This post is mainly for people who are using machine learning to build something as opposed to people who are working on machine learning […]
Everything is a Model
TLDR: I review a recent systems paper from Google, why it is a wake-up call to the industry, and the recipe it provides for nonlinear product thinking. Here, I will be enumerating my main takeaways from a recent paper, “The Case for Learned Index Structures” by Tim Kraska, Alex Beutel, Ed Chi, Jeffrey Dean, and […]
Turi Acquisition
(This post is about Turi, but I will occasionally refer to it by its older names Dato and Graphlab.) Turi got acquired by Apple for $200M (or so it is rumored). Reactions on the internet go from hearty congratulations to folks saying this is another example of the “AI bubble”. And of course, there are ill-informed, get-rich-quick […]