Welcome to Frauke's journey.

The Human Quality Paradox

Since I started working as a machine translation specialist, one of the most complex and interesting questions that impacted my daily work was this one: How can machine translation achieve human quality? This article is not a technical description of the numerous options you have to measure human quality, like BLEU score or other evaluation methods. No, in this post, I want to discuss a much more complicated question: What is human quality? Spoiler Alert: Human quality should be called Schrödinger’s quality instead, because it always has different states that are only distinguishable once they are in the past. I will present three reasons for this behavior.