A quiet manifesto for Scholarus AI

There is an overwhelming amount of AI content. Tutorials, threads, hot takes, reactions. We are not trying to add to that pile.

Scholarus is for people who want to think carefully about a field that is moving quickly. That means three things.

1. Depth over novelty

We will not chase whatever shipped this week. We will teach you the mental models that keep paying off across model generations. The specifics change. The shape of the problem rarely does.

2. Community as a verb

The forum exists because most real learning happens in conversation. You can watch a lesson about eval harnesses. You will understand it when you explain your eval harness to someone who is actively debugging theirs.

3. Honesty over hype

If a technique works on a demo and falls apart in production, we will tell you. If a model is impressive but wrong for your use case, we will tell you that too. We do not have a vendor relationship that depends on you buying the thing we are pointing at.

That's the site. Welcome.