(Don't worry, regular blog posts will return soon, but I've been having fun implementing some ideas I had for a while.)

I just launched Vaultara – a service that provides you with a daily report of everything important that's going on. There are many mediocre services similar to this, so why this one? In short, because it provides a very high quality report.

It does that by

1. monitoring 100+ sources and Twitter/X accounts,
2. embedding articles (E5-small),
3. clustering stories (MAP + HDBSCAN),
4. scoring clusters for significance,
5. analyzing, reviewing, and even researching open questions,
6. synthesizing one daily report

(I can't take full credit for this smart pipeline as it's based on the discontinued project Meridian.)

This produces a much high quality report than taking a bunch of articles and telling ChatGPT to summarize them. Vaultara also has a nice section providing you with all the important conversations and gossip that happened on Twitter/X while you were not doomscrolling.

Try it out – it's free! And feedback is always appreciated.