How each model solves the same problems
Instead of “democracy versus anarchism”, compare the concrete ways collective problems get solved.
| Question | ✕ | ✕ | ✕ | |
|---|---|---|---|---|
| How are decisions made? | Discussion aiming at policy-based consensus; administrators chosen by community review; policies edited by the community; movement-wide rules set by the Wikimedia Foundation. | Unknown | A statutory authority (UIDAI) under the central government sets rules; ministries decide where Aadhaar is required; Parliament legislated in 2016 and 2019.Digital identity | |
| How are conflicts resolved? | Talk pages, noticeboards and page protection; the elected Arbitration Committee decides conduct (not content) cases and can ban editors or remove rights.Arbitration | Unknown | Grievance channels at UIDAI and service agencies; constitutional challenges in the Supreme Court, which ruled in 2017 and 2018. | |
| How are public goods funded? | A free encyclopaedia under a share-alike licence; the Foundation is funded by donations without advertising. | Unknown | A universal, low-cost proof of identity used for welfare transfers, financial inclusion and public services. | |
| How is AI used? | Not part of governance decisions; bots and machine-learning tools help detect vandalism, and AI reuse of content is a policy debate. | Unknown | No AI in decision-making as such; automated biometric matching and deduplication decide authentication, and face authentication was added in 2018. | |
| What are the main risks? | Editor decline and hostility to newcomers, systemic bias, capture of contentious topics, and conflict between community and Foundation. | Unknown | Exclusion through authentication failures, data leaks, surveillance and profiling, weak independent oversight and function creep.CLM-0544 |
This illustrates differences in design; it is not a universal claim about outcomes. Each cell links to mechanisms and the claims behind them.