Governance is a social technology.
It can be redesigned.
sOS Research Lab — Barcelona
Science for society. Data for empowerment. AI for collective intelligence.
Governance designed for complexity.
What is sOS
sOS is not an app, a party or a centralized AI.
Social Operative System is a scientific governance project. It treats institutions, procedures, rules and decision systems as social technologies: human-made coordination tools that can be studied, tested and redesigned when the context changes.
sOS explores how citizens, institutions and personal AI agents could coordinate interdependencies through three dimensions of individual data (physical, virtual, cognitive), converted into structured labels via tensor factorization, and coordinated through stigmergic traces, smart contracts, deliberation, and human oversight.
Problem
Complexity, AI, data and institutions are now the same political question.
Contemporary societies are non-linear, interdependent and data-driven. AI systems concentrate power when data, compute and decision infrastructures are controlled by a few actors. Meanwhile, public institutions often remain too slow, fragmented or centralized to process social complexity in real time.
The challenge is not only to regulate AI. It is to build democratic capacity for using data and intelligence without turning citizens into passive subjects of opaque systems.
Minimal architecture
Five modules for civic intelligence.
DAO
Scientific governance, ownership, rules, accountability and transparent coordination.
UILL
Unique Information Library Ledger: personal data control, consent, provenance and traceability.
Social Machine
Distributed intelligence layer for modelling contexts, interdependencies and policy feedback.
Hybrid Model
Human and machine domains concatenated through labels and smart contracts: deliberation, judgment, and contextual interpretation (human) plus computation, matching, and execution (machine).
dApp Marketplace
Open ecosystem of decentralized applications for governance, data coordination, and collective action — built on shared sOS infrastructure.
sOS Research Lab Action
Barcelona AI/Data Sandbox Pilot is one of the research actions of sOS Research Lab.
The pilot is framed as applied research: a controlled experimentation environment for data, AI and governance mechanisms. Its objective is to test public-interest coordination under legal certainty, reversibility, transparency and democratic supervision.
The sandbox is designed for evidence-based policy, citizen data sovereignty, distributed AI and scientific learning. It is a place to validate what works, document what fails and prevent premature deployment of high-risk systems.
sOS Research Lab
The first legal-scientific vehicle for executing the Social Operative System.
sOS Research Lab is a non-profit scientific association based in Barcelona. It is the operational vehicle for the sOS thesis: an organization designed as an experiment in adapting human organization to AI-mediated governance.
The Lab produces working papers, conducts sandbox experiments, maintains the sOS corpus and coordinates the agent-assisted workflows that drive the research forward. Its first research action is the Barcelona AI/Data Sandbox Pilot.
Milestones
Building the foundations. Validated, on-chain, operational.
July 2026
11 Smart Contracts v6 deployed and verified on Polygon Amoy testnet — the full decentralized bureaucracy: Propose, Validate, Delegate, Execute, Finance, TokenSOS, SmartMatch, SaveCompute, Trace, UILLRegistry, IdentityLabelRegistry.
July 2026
16 Working Papers completed with Full Redundant Review (WP0–WP16). From theoretical foundations to technical architecture, legal framework, tokenomics, and experimental design.
July 2026
Multi-agent pipeline operational — model orchestrator, pre-action gate, dual-review gate, and codex gate enforcing redundant validation across all system changes.
July 2026
Autonomous services running — Sentinel CRSEC loop, Fixer (self-repair), Health Daemon, Memory Steward, and Audit Daemon. The system monitors and maintains itself.
2026–2028
Two-year execution plan. P0: Legal entity + team. P1: Mainnet deployment + UILL + Sandbox prep. P2: Barcelona Sandbox (100 participants, 12 months). P3: Replication + sustainability. Full roadmap →
Principles
Science, complexity, emergence, and empowerment.
sOS is governed by Merton's CUDO standards: knowledge as common good, science over ideology, research in service of society, and organized self-criticism. Progress is measured not by accumulation but by the capacity to encompass greater spheres of complexity — balancing freedom, equality, and the relationship between diversity and consensus.
Drawing on Morin's complex thinking — dialogical, recursive, hologrammatic — and on emergent systems theory — stigmergy, hybrid human-machine coordination, distributed regulation — sOS builds toward technological democratization: data sovereignty through the UILL, personal AI with equal infrastructure, citizen-to-citizen governance (C2C, not G2C), and empowerment as the product of individual projection and isonomy.
sOS is a civil society initiative for civil society.
We need collaboration from researchers, developers, and citizens to build the future of governance together.
sOS Research Lab
Universitat de Barcelona
Avinguda Diagonal 696, office 320
Barcelona
socialbigdata.io