ScienceTowards Data Scienceabout 2 hours ago
Graph Density Study: More Edges Don't Boost Agent Recovery
1 min read
A Python experiment with eight deterministic agents found that increasing communication pathway density from 20% to 100% kept information recovery flat at 92-98%. Edge utilization dropped as density rose, showing only a shrinking fraction of connections actually carried messages. The reproducible benchmark ran 50 trials across five density levels.
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