Stefan Huber

Open journal

Things worth writing down.

July 12, 2026

Productivity paradox

When I read about the Productivity paradox on Wikipedia, I think it’s interesting to consider what computers did for productivity in the 1970s and 1980s, and why the effect on the economy wasn’t as big as one might think.

You can see the computer age everywhere but in the productivity statistics.
Robert Solow

The quote is drastic, but it might be true in current times as well: we could have an increase in productivity, but it takes a long time to reshape processes and society around a new tool before we can really benefit from it.

TILAI

July 7, 2026

How can you benefit from what others have learned?

You meet someone who participated in an activity you were not part of. How can you steer the conversation so that the other person gets something out of the discussion as well as you do? Today, I heard a great question:

What changed your perspective?

I like it a lot!

TILlearning

May 31, 2026

The Pope on AI

This week the first encyclical letter of Pope Leo XIV was published. I don't consider myself religious, but I still think some good thoughts are captured in that paper. One sentence that stuck with me was the following;

When words are simulated, they do not build genuine relationships, but only their appearance.
Pope Leo XIV · Magnifica humanitas

I think it's something to remember. Just the other day, I saw a person writing a greeting card on the train. It looked like a birthday card, and the person copied the text from a ChatGPT screen on their mobile screen. Are the words building a relationship if they become a copy of a machine? Does it even make sense to then deliver this «proof of work» that holds not much material for building emotional bridges?

AIquotes

May 17, 2026

AI on Job-Market

Today I saw a graphic that shows the rising income of radiologists over the last 10 years in the USA.

dailyspark_2026_04_29_9ko9p8jwfy.png

Source: Apollo · The Radiologist Paradox · Torsten Slok

Despite the fact that radiologists are highly exposed to AI, the number of radiologists and their salaries continuously rose. That made me think: the changes in the labor market driven by AI might not lower overall consumption. In the end, capitalism always adapted to the new production environment with higher consumption of the increased productivity.

AITIL

April 27, 2026

Intellectual Labor

Today I read a comment about labor in an age of LLM;

Much of the intellectual work is, in fact, intellectual labor. It’s mostly about combining various information in one place — the exact task that LLM far outperforms human.
esjeon · Hackernews

It reminded me of when I was working as a graphic designer, and people thought of my work as mainly «creative», but in reality, great output was achieved mainly through a lot of labor and applying knowledge to a problem. I often felt misunderstood that creativity comes out of nothing and is a gift or a trained muscle. It’s often just putting in hours of work to achieve an output.

AITILquotes