Yes, so when I see a distributed system that does not tell me explicitly whether or not it is sacrificing consistency or availability, I get suspicious.

Or has mechanisms for tuning on a request basis what you want to prioritize: consistency or availability, and those depend on specific mechanisms for reads and writes.

If I don't see a distributed system that explains such things, then I'm assuming that they made a lot of bad assumptions.