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? | Members or trustees set rules for access and use; models range from cooperatives with one vote per member to public trusts. | A statutory authority (UIDAI) under the central government sets rules; ministries decide where Aadhaar is required; Parliament legislated in 2016 and 2019.Digital identity | The Prime Minister is formally responsible for Diella; the Constitutional Court states AI cannot change who exercises public power or bears accountability. | |
| How are conflicts resolved? | Unknown | Grievance channels at UIDAI and service agencies; constitutional challenges in the Supreme Court, which ruled in 2017 and 2018. | Opposition challenged the decrees before the Constitutional Court, which dismissed the request on 8 October 2026; its full reasoning is pending. | |
| How are public goods funded? | Pooled data for research, mapping and public services, with licences that keep the resource open or collectively controlled. | A universal, low-cost proof of identity used for welfare transfers, financial inclusion and public services. | Aims to improve public-service access and reduce discretion in public procurement. | |
| How is AI used? | Unknown | No AI in decision-making as such; automated biometric matching and deduplication decide authentication, and face authentication was added in 2018. | Chatbot and voice assistant on e-Albania; a procurement system tender was still being prepared in August 2026. | |
| What are the main risks? | Re-identification, capture by large users, volunteer burnout and unclear legal duties of data stewards. | Exclusion through authentication failures, data leaks, surveillance and profiling, weak independent oversight and function creep.CLM-0544 | Unclear accountability for an AI 'minister'; no AI law yet; no published technical detail; AKSHI's leaders face a tender-rigging case.CLM-0359 |
This illustrates differences in design; it is not a universal claim about outcomes. Each cell links to mechanisms and the claims behind them.