Research Programs
Advancing the frontiers of collective intelligence through rigorous research, open science, and global collaboration.
Core Research Areas
Our research spans multiple disciplines to advance collective intelligence
Collective Decision Systems
Developing AI-assisted frameworks that enable groups—from small teams to large organizations—to make better decisions together through improved information aggregation, deliberation support, and consensus mechanisms.
Human-AI Collaboration
Creating interfaces and protocols that seamlessly integrate human and machine intelligence, leveraging the complementary strengths of both to solve complex problems.
Decentralized Knowledge Networks
Building peer-to-peer infrastructure for collaborative knowledge creation, verification, and dissemination at scale, ensuring resilience and censorship resistance.
AI Governance & Ethics
Developing frameworks for the ethical development and deployment of AI systems in collective settings, with emphasis on fairness, accountability, and transparency.
Active Projects
Currently ongoing research initiatives
Deliberative AI Platform
Building an AI-powered platform that supports large-scale deliberation, helping groups of thousands make informed decisions through structured dialogue and information synthesis.
Prediction Market Infrastructure
Developing decentralized prediction markets for collective forecasting, enabling groups to aggregate distributed knowledge about future events.
Expert Network Mapping
Creating tools to automatically identify and connect experts across domains, facilitating interdisciplinary collaboration and knowledge transfer.
Collective Memory System
Designing persistent, shared knowledge repositories that learn from collective experience and support organizational learning and decision-making.
Publications
Peer-reviewed research from our team
Open Source Tools
Free and open tools for the collective intelligence community
Research Datasets
High-quality datasets for collective intelligence research
Collective Decision Corpus
10,000+ annotated group decision-making scenarios with outcomes
Deliberation Transcripts
5,000+ hours of transcribed group deliberations
Expert Network Data
Collaboration networks from 500+ research organizations
Collaborate With Us
We're always looking for research partners, institutions, and contributors to join our mission. Let's advance collective intelligence together.