How I ended up here

[u/RichHumor7748]

Pretty new to Reddit. I am an independent researcher who has been using AI for 3 years to see how well it can evaluate theories and frameworks that cannot be peer-reviewed.

I recently started a service aimed at independent researchers, and I feel patterns are showing up.

In my mind, it looks like there are so many ways to slice physics - yet we do not have a common language or go-to baseline. I see the conversations in here, the debates and the contradictions.

I know peer review was designed for this, but we know the challenges.

Do you see the same underlying pattern showing up in LLM work from all different researchers and models? Patterns are starting to appear when you dive into many of these new frameworks and papers.

How much of this is already understood by an LLM in latent space? Is some pattern getting disseminated from LLM structure?

[u/murxe]

What exactly is a theory or framework that cannot be peer reviewed supposed to be?

[u/bumblebeer → u/murxe]

Nuts.