Turkmenistan in the GIRAI 2023 Assessment: What a Near-Absent Record Reveals
The GIRAI 2023 researcher described the Turkmenistan assignment with unusual directness: the unexpected finding of the research was a «near complete absence of evidence related to artificial intelligence.» This is itself a finding — one the Global Index on Responsible AI (GIRAI) 1st Edition is designed to capture alongside the presence of frameworks and deployments. What Turkmenistan’s profile shows is what the floor of regional AI governance looks like. Full GIRAI scores are at global-index.ai.
The Context: A Closed Information Regime
Turkmenistan’s political system is defined by personalist authoritarianism. From 1991 to 2022 the country had two presidents; in 2022 power transferred dynastically from Gurbanguly Berdimuhamedow to his son Serdar Berdimuhamedow. The country features near the bottom of major indexes measuring political rights and civil liberties — including Freedom House and Human Rights Watch — and is described by the Bertelsmann Transformation Index as one of the world’s most restrictive and isolated states.
This context directly shaped the research. Although Turkmenistan maintains online legal repositories, they do not contain all legal acts. Government officials are not open to dialogue with researchers, particularly those working within foreign-funded projects. There is no culture of government-fostered public discussion, transparency, or accountability. The research found no dedicated task forces, no expert groups, and no public engagement on AI-related topics at any level of government.
The government’s public rhetoric is worth noting for what it reveals about the stance: on multiple occasions, top officials stressed concerns that novel digital technologies could be used for «interfering in the domestic affairs» of states and «destabilizing the political situation.» This framing — digital technologies as a sovereignty risk rather than a development opportunity — sits behind the absence of AI frameworks as much as any capacity constraint.
The Three-Dimensional Breakdown
GIRAI structures every country profile across three top-level dimensions evaluated through thematic areas and actor categories. For Turkmenistan, the breakdown is substantively empty — which is itself the finding the framework is designed to capture. Legend: ✓ = documented evidence approved by GIRAI headquarters · ◐ = drafted, planned, or partially documented · — = no documented evidence at the time of assessment. Full per-indicator scores at global-index.ai.
Dimension 1 — Responsible AI Governance
| Thematic area | Status | Evidence (Turkmenistan) |
|---|---|---|
| Enabling policies | — | No AI frameworks, regulations, or strategies as of February 2024. 2019 digital transformation plan stalled. |
| Rule of law | — | Online legal repositories do not contain all legal acts. No public engagement, expert groups, or task forces on AI at any level of government. |
| Technical standards | — | None. |
| Technology-specific regulation | — | None. Personal data protection law exists but no documented AI-application implementation. |
Dimension 2 — Human Rights and AI
| Thematic area | Framework | Gov. action | Private sector | Civil society | Academia |
|---|---|---|---|---|---|
| Freedom of Expression | — | — | — | — | — |
| Public Participation | — | — | — | — | — |
| Data Protection | — | — | — | — | — |
| Cultural & Linguistic Diversity | — | — | — | — | — |
| Health & Well-Being | — | — | — | — | — |
| Children’s Rights | — | — | — | — | — |
| Indigenous Data Sovereignty | — | — | — | — | — |
| Bias & Unfair Discrimination | — | — | — | — | — |
| Gender Equality | — | — | — | — | — |
| Education | — | — | — | — | ◐ |
| Environmental Protection | — | — | — | — | — |
| Labour Protection | — | — | — | — | — |
Dimension 3 — National Responsible AI Capacities
| Sub-dimension | Status | Evidence (Turkmenistan) |
|---|---|---|
| Institutions | — | University AI programme components confirmed at some institutions. No academic publishing on AI, no expert participation in regional or international forums, no research institution with infrastructure or mandate to translate AI work into policy dialogue. The components exist in isolation. |
| Investments | — | No documented AI-specific investment by state, private sector, or development partners during the research period. |
| Competencies | — | No documented AI competencies in government, civil society, or independent academic institutions in policy-relevant form. |
Responsible AI Governance: Nothing to Map
As of February 2024, Turkmenistan has no policy frameworks, regulations, standards, or guidelines relating to AI. There is no evidence of the government taking steps to draft such documents, establishing dedicated task forces or expert groups, or initiating public discussions with stakeholders on AI topics. This is not a case of frameworks being weak or underdeveloped — they are simply absent.
In 2019 the government initiated a digital transformation plan that sought to foster innovation and strengthen digital capacity. Since then, a personal data protection law has been adopted, and initial steps taken toward electronic data interchange and digital public administration. The documented continuation of state-directed internet blockades through 2023 — arbitrary website blocking, shutdowns, throttling — sits alongside these steps as their practical context. Progress is stalled by the government’s monopolization of the telecommunications sector and its restrictive approach to information flow, media, academia, and civil society.
Human Rights and AI: No Actors, No Frameworks
No NGOs in Turkmenistan focus on digital rights or AI’s impact on human rights. Independent organizations based outside the country similarly do not focus on these issues — reflecting the overall low level of digital and AI development domestically. The researcher found no evidence of AI systems being used by the government to compromise rights in any documented way — but notes that Turkmenistan’s closed information environment means the absence of evidence is not evidence of absence. The government’s recorded use of internet shutdowns and online restrictions to compromise civil liberties is established by the references cited above; whether AI tools are part of that infrastructure is not visible from open sources.
National AI Capacities: Academic Islands
Several public universities in Turkmenistan offer programmes with an AI component. The researcher found isolated evidence of academic work — individual courses, scientific competitions — but nothing that addressed AI ethics or responsible use. Academic publishing on AI, expert participation in regional and international AI forums, and advocacy or position papers on AI governance were all absent. Compared to Kazakhstan — where 24 universities and research centers are active in AI research — the difference is not merely quantitative. The scientific and R&D environment is structured differently: in Turkmenistan, what academic AI work exists does not feed into policy dialogue, because that dialogue does not exist.
What the Profile Shows
Turkmenistan’s GIRAI profile is the region’s clearest demonstration that an assessment framework’s value includes documenting absence. There is a gap between the country’s official rhetoric — which repeatedly invokes digital innovation and knowledge-based economy ambitions — and what the governance landscape actually contains. No frameworks, no non-state actors, no public engagement, no rights protections, and a political environment that treats digital technologies primarily as a sovereignty management challenge. The GIRAI baseline records this as a starting point. Any future movement from it will be measurable against what the 2023 assessment found.
Based on the Turkmenistan country context and research findings submitted to the Global Index on Responsible AI (GIRAI) 1st Edition, 2023. Data source: global-index.ai. Regional hub: IDFI (Georgia). Publication consent: Yes. This is an observational read by KG Labs as part of its Central Asia AI governance coverage.
