Do you live here? There are major population centers on both sides of the bridge (Richmond on one end, San Rafael on the other) and the Ohlone trail + Richmond Greenway means you can ride a bike from Emeryville all the way to the bridge quite easily.
That said it's a beast of a commute to ride. I'd say 90% of the bikers I see on there aren't using it to commute but are using it for exercise/pleasure cycling. I do see about 10% of bikers on ebikes that could make this a viable commute.

It's very obvious in this thread that you have hands on experience and many others do not. 20+ years professional SWE here, a majority of it applied ML/big data/etc. LLMs are really bad at many things but specifically using them as a natural language layer over NPC interactions would be relatively easy and seems like a great use case honestly.