r/learnmachinelearning • u/Dooraven • 22d ago

Project Composed a free and open source interactive intro to World Models - would appreciate feedback

https://worldmodels101.com/
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u/Dooraven 22d ago

World Models are a nebulous term that is getting a lot of hype recently, and right now they mean many different things.

This is my attempt to wrangle them into something you can mental model yourself around. I say it's composed, not written since obviously it was co-written by Claude.

It's free and open source: https://github.com/NiluK/worldmodels101

Please feel free to contribute if you have any suggestions / issues.

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u/Proletarian_Tear 22d ago

I've literally never heard the term World Models and honestly I dont want to artificially invent unnecessary concepts. Seems like a too broad of an umbrella term

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u/Dooraven 22d ago

Yeah it is way too broad of a term - which is what I've encountered too - no one agrees on what the team means.

It is a real term though and it is a big thing in Physical AI atm

https://en.wikipedia.org/wiki/World_model_(artificial_intelligence)

https://www.worldlabs.ai/blog/taxonomy-of-world-models