It's a actually fairly similar to LLMs architecturally. Tokens go in, pretrained transformers do black box magic, tokens come out.

Advancements in one may very well carry over to the other so maybe there'll be an alphafold 4 one day but for now universities have access to 3 and can run it if they have the compute.