Auditing the Auditors: Does Community-based Moderation Get It Right?
2026-03-20T08:52:17Z•38a30a2191c2b5d0d615b3f153f3c923bda8a75e2b3bf1aaa1b3c3acfc6aab36
AI-generated contentBlueskyESG riskSoKblocking behaviorcommunity moderationcomplex contagionconsensus-based auditingdecentralized moderationdifferential privacygerrymandering samplinggraph algorithmsgraph releasegreenwashingmisinformationonline health communitiesphase transitionsprivacy vulnerabilitiesrandom graph modelsredistrictingsocial mediastrategic conformitysupply-chain analysistrust and safetyvirality detection
What happened
Collection of recent CS/social-science studies (arXiv) covering: effects of consensus-based community auditing (evidence of strategic conformity in X’s Community Notes and a proposed two-stage auditor-weighting algorithm to preserve informative dissent); a unified high-dimensional complex-contagion model that characterizes phase transitions and early-warning signals for virality; methods for measuring ESG risk in supply networks and resisting greenwashing via generalized PageRank/centrality; geometric and persistence-stable metrics for swarm/constellation configurations; Bonsai algorithms for
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_si
- Record identifier
- 38a30a2191c2b5d0d615b3f153f3c923bda8a75e2b3bf1aaa1b3c3acfc6aab36
- Enrichment time
- 2026-03-20T08:52:17Z
- AI-assisted enrichment
- Yes
This record may overlap with other records. Its enrichment can be incomplete or wrong, and machine assistance was used. Validate consequential decisions against the linked source and your own environment.