Erik Bernhardsson    About

Iterate or die

Here’s a conclusion I’ve made building consumer products for many years: the speed at which a company innovates is limited by its iteration speed. I don’t even mean throughput here. I just mean the cycle time. Invoking Little’s law this...

My issue with GPU-accelerated deep learning

I’ve been spending several hundred bucks renting GPU instances on AWS over the last year. The speedup from a GPU is awesome and hard to deny. GPUs have taken over the field. Maybe following the footsteps of Bitcoin mining there’s some re...

Some more font links

My blog post about fonts generated lots of traffic – it landed on Hacker News, took down my site while I was sleeping, and then obviously vanished from HN before I woke up. But it also got retweeted by a ton of people. This clearly cons...

Analyzing 50k fonts using deep neural networks

For some reason I decided one night I wanted to get a bunch of fonts. A lot of them. An hour later I had a bunch of scrapy scripts pulling down fonts and a few days later I had more than 50k fonts on my computer. I then decided to conve...

I believe in the 10x engineer, but…

The easiest way to be a 10x engineer is to make 10 other engineers 2x more efficient. Someone can be a 10x engineer if they do nothing for 364 days then convinces the team to change programming language to a 2x more productive languag...

Books I read in 2015

Early last year when I left Spotify I decided to do more reading. I was planning to read at least one book per week and in particular I wanted to brush up on management, economics, and technology. 2015 was also a year of exclusively non-...

More MCMC – Analyzing a small dataset with 1-5 ratings

I’ve been obsessed with how to iterate quickly based on small scale feedback lately. One awesome website I encountered is Usability Hub which lets you run 5 second tests. Users see your site for 5 seconds and you can ask them free-form q...