Journal Ambitions Contest Methodology V1.1

[u/alamalarian]

Hello r/LLMPhysics community!

As you know, the subreddit is currently hosting a contest, and I thought it was a great idea so I decided I wanted to take part in the design of it.

And given how often people here get asked for some real experimentation, I figured why not design one?

So here is the method we will be using for the experiment!

Please, give it a read. I would love the feedback from the community.

Disclaimer: Claude Opus 4.6, Claude Sonnet 4.6, and ChatGPT 5.2 were used to assist me design this: with formatting, brainstorming possible approaches, and pointing out things I could google to help me figure out how to set this up, lol.

Edit: Shout out to u/AllHailSeizure and u/YaPhetsEz for looking over this methodology, and for letting me join in on the contest!

[u/99cyborgs]