More specifically, instead of representing probability in huge tables, as was previously done, let’s represent it with a network of loosely coupled variables. If we only allow each variable to interact with a few neighboring variables, then we might overcome the computational hurdles that had caused other probabilists to stumble.
Perfect! This is what makes BNs so beautiful, and it's amazing to me that this is actually a follow-on from expert systems !