Sajal Choudhary

Sajal Choudhary

I am a platform engineer and a writer based in Finland.

I am also the author of A Year of Mornings, a collection of poems for young adults.

NordLetter

I send out a newsletter once a week about living in Finland + five interesting things I've found on the open web.

Lately

Everything, as it happens — from the garden, the stream, the shelf, and the Nordletter.

October 2026

The Good Thing About Hard Things - Cal Newport by Study Hacks

At first, the ChatGPT group performed better, which is not surprising because LLMs are good at solving math problems. But then the researchers turned off the chatbot. Not only did the AI group’s accuracy fall below the control group, but many participants in the AI group gave up and started skipping questions altogether.

There was a time not so far in the distant past when this was not true, i.e. LLMs were not good at math stuff.

Anyway not the point of the article. It’s this:

What is new, however, is the jaw-dropping speed of these impacts. We’re accustomed to slow-moving techno-cognition trends such as the negative effects of ubiquitous smartphone usage, which took years to emerge in the data.

With chatbots, the negative impact is immediate. The high generated by side-stepping mental effort using LLMs is so compelling that, with only a short exposure, hard thinking quickly becomes intolerable.

CNCF October Edition

My first time at Verda office in Helsinki. This is just the building across the road from the Oodi library. I had not given it a second look before today. I…

Dark outside still.
Blue light blinks incessantly.
Purple flowers bloom.

Goddess on stage,
Women dancing in a circle.
Snap a picture!

Temperature drops suddenly.
We are driving back home.
Something putters away.

Cold water hisses.
Hot stone turns damp.
I sit breathing.

NL 127

17 Syllables and an Idea

Week in bed, Felt great to step out. Strong wind blows. There is still a niggle in my throat. There was a mild respite from the wet and gloomy weather of the past week for just a few precious minutes - I could see the…