AI for Collective Intelligence
Overview
AI to Augment Collective Memory
AI to Augment Collective Attention
AI to Augment Collective Reasoning
- Riedl, C. (2024). "How to Use AI to Build Your Company's Collective Intelligence." Harvard Business Review, October, preprint.
- Altman, L., Kiron, D. & Riedl, C. (2023). "Workforce Ecosystems and AI." Brookings Institute.
- Riedl, C., Kim, Y.J., Gupta, P., Malone, T.W., Woolley, A.W. (2021). Quantifying Collective Intelligence in Human Groups, Proceedings of the National Academy of Sciences, 118 (21) e2005737118, article.
AI to Augment Collective Memory
- Westby, S. & Riedl, C. (2023). Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach. In Proceedings of the 37th AAAI Conference on Artificial Intelligence (2023). arXiv:2208.11660, Github
AI to Augment Collective Attention
- Zvelebilova, J., Savage, S., Riedl, C. (2024). "Collective Attention in Human-AI Teams." Preprint on arXiv.
AI to Augment Collective Reasoning
- "Effects of AI Feedback on Learning, the Skill Gap, and Intellectual Diversity" (with Eric Bogert). arXiv.