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Data · towardsdatascience.com · Wednesday, 19 August 2026

More agent connections don't help: edge utilization is what actually matters

A controlled 50-run density sweep across an 8-agent graph shows recovery stays flat from 20% to 100% network density, while denser meshes use a shrinking fraction of their edges. The lever that matters isn't connectivity count — it's how many open pathways actually carry information. Repro-ducible, deterministic, CPU-only.

Read the source: towardsdatascience.com ↗In the 19 August issue →