Visualizing 1700 internet bookmarks

March 18, 2024


my curius links

my curius links

I've been using curius since March 2023, my first link saved was Nat Friedman's personal website.

It's been a year now, and I've saved a total of 1723 articles as of today.

I came across this tweet by aarya where he embedded his twitter bookmarks and visualized it on the Embedding Projector.

This inspired me to embed my curius links. Since I can the data easily with the API, and he provided the code to compute the embeddings. I thought it would be a fun half-day hack.

Using ChatGPT and Cursor, building this out was a lot of fun. It's one of those projects where I personally would use it and can see others using it as well. So I was building out of necessity.

I've been procrastinating on a lot of ideas and writings because they never felt necessary. So I love it when I have moments where inspiration strikes, and that spark aligns well with my needs.

Once I was done I pushed the code, deployed the streamlit app so others can get their embeddings as well.

At exactly 5:55 pm, I made a tweet on it.

It's cool to see these links visualized on the vector space. The separation isn't perfect, some points (links) don't belong close to each other, but I can see my diving into rabbit holes sessions on the internet forming dozens of clusters, representing the intense curiosity I have of the world, of people, and of myself.

It's like thousands of hours of reading about friendships, climate startups, tutorials and blogs about AI, photography videos, artworks I saved for later, all in one 3-dimensional graph. A snapshot of my digital travels the past year.

I had an idea of comparing my embeddings of all my articles with other curius readers, and that can be a fun extension to this project.

But for now, it works.


The past few weeks I've been on a slump, maybe it's the surgery, or because I'm trying to fit too many things into one day. I felt like I wasn't doing anything most days. So focusing on just this idea today made it productive and fulfilling.

This was also the day I got to 1,000 followers on Twitter. Most of my following came from my medium days when I was posting my articles. The only post I'm proud of from 2023 was this tweet I made sharing the ClassGPT app. That got me a few more followers. Lately, since I published roadmap to learn AI a lot of people have been following me, and I was consistently watching my follower count, hoping for it to reach 1k soon. Now that I reached it I realized how pointless and toxic it was to do that. Most of my followers are probably bots, and I'm not putting enough effort into creating my own original content. So I probably only have <200 actual followers.

My goal now is to just work on what I love and share it. And focus more on doing the work; work that feels like play. My taste-skill gap is enormous right now. It's time to put in the work to get the skills by doing.

Twitter is a high-value and high-signal platform where you can create your own luck. And I have to start increasing my surface area of luck if I want to be in the US.