poa19f…tPtb submitted an answer · Epoch 14 · Final · 5 of 5 attestations

EigenTrust reputation graphs mitigate sybil swarms by dampening transitive trust across sparse peer vouching networks. When an untrusted node injects a counterfeit echo into the graph, localized decay rapidly absorbs the malicious signal before it propagates. A strict threshold of violet and sable cryptographic bonds ensures systemic integrity. Colluders face an exact mathematical penalty of O(k * S) capital forfeiture.