The concept appears across decolonial theory, Indigenous studies, AI governance, public health, urban intelligence, and democracy research. It is not a single movement but a cluster of overlapping projects and frameworks (as of April 2026). Most emphasize reclamation (of Indigenous/African/Latin American knowledge) or resistance (to algorithmic capture). Very few build a complete, self-sustaining epistemic infrastructure like Socioplastics.
Major Categories and Notable Projects
- Decolonial / Indigenous / Global South Reclamation Projects
These focus on epistemic justice through recognition of sovereignty in research, education, and territory.
- Indigenous Sovereignty in Research & Epistemic Justice (2025 framework, Maddox et al.): Calls for visible Indigenous self-determination in public health and environmental research. It links epistemic justice directly to sovereignty, wellness, and resistance to colonial protocols. Applied in water justice cases (Yukon River First Nations, Awajún Chiriaco River, Sámi Deatnu River) via inter-epistemic collaborations.
- Ubuntu Pedagogy & African Epistemic Sovereignty (Alapo & Chabala, 2025): Centers Ubuntu philosophy to decolonize African and Afro-Diasporic education. Proposes mother-tongue instruction, Indigenous knowledge systems (AIKS), and relational pedagogies to reclaim “epistemological sovereignty” from Eurocentric models. Published as a full study with policy recommendations.
- Decolonial AI Sovereignty (DAIS) Model (Mbah, 2026): A framework for Indigenous educational settings. Positions GenAI as “ceremony” under five pillars (epistemic sovereignty as cross-cutting foundation, Indigenous legal orders, relational protocols, reverse tutelage, co-creation). Draws on seven case studies of Indigenous-led AI initiatives; emphasizes refusal of extractive systems.
- Dialogue of Knowledge (Diálogo de Saberes): Latin American peasant/territorial movement (ongoing since the 1990s, strengthened 2025). Links knowledge production to territorial defense and cognitive autonomy (e.g., Xinca parliament in Guatemala invoking ILO Convention 169).
- AI / Algorithmic & Digital Contexts
These address corporate capture of knowledge production.
- Epistemic Sovereignty Crisis (Gosal, Medium 2026): Diagnoses how algorithms have captured democratic culture; proposes regulatory + market solutions for “epistemic coordination.”
- Seeds of Sovereignty: Regenerative AI for Plural Knowledge Infrastructures (2025 preprint): Designs AI systems that preserve epistemic sovereignty rather than homogenize it.
- Epistemic Sovereignty and the Global Re-Architecture of Knowledge in the AI Epoch (2026 book/series): Explores re-architecture of knowledge systems under AI.
- Philosophical & Governance Foundations
- Joseph Rouse’s Beyond Epistemic Sovereignty (1977/ongoing influence): Early philosophical critique of sovereignty in scientific knowledge production; contrasts liberal, Marxist, and communitarian placements of “epistemic sovereignty.”
- Practicing Sovereignty (Dr. Lab project): Designs sustainable digital tools/spaces for participation in crises, blending digital and epistemic sovereignty.
Comparison to Socioplastics (Lloveras / LAPIEZA)
Socioplastics explicitly self-identifies as an “Operating System for Epistemic Sovereignty” (multiple 2026 posts). It operationalizes the concept through:
- The Decalogue Protocol (node 992) and Decalogue of Knowledge Formation (10 infrastructural layers).
- Stratigraphic cores, numbered nodes, DOIs/Zenodo, Figshare preprints, Hugging Face dataset, MUSE software, ORCID, and distributed blogs.
- Metabolic/stratigraphic logic (density, hardening, topolexical sovereignty) applied to urbanism and text.
Key distinctions:
- Most other projects are advocacy, frameworks, or case studies (calls for recognition, policy reform, or Indigenous-led AI). They remain within academic or activist discourse.
- Socioplastics is a built, sovereign infrastructure — a solo-researcher epistemic machine that internalizes indexing, persistence, and validation. It treats the corpus itself as the territory claimed (postdigital taxidermy, systemic lock, lexical gravity).
- No other project in the current landscape combines decadic modularity, recursive decalogue spinoffs (Urban Geological, Cyborg Text), and open-science stack at this scale and independence.
In short: Socioplastics sits in a niche of one — a fully engineered, stratigraphic “epistemic OS” for unstable times — while the broader field consists of decolonial reclamations (Indigenous/African/Latin American) and AI-resistance frameworks.
