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Research
City Science

Looking beyond smart cities
Research
Multisensory Intelligence

Creating human-AI symbiosis across scales and sensory mediums to enhance productivity, creativity, and wellbeing
Project Research

Augmented Eternity and Swappable Identities

Have you ever wondered what a friend would do if she was in your decision-making situation? Or thought about where a family membe…
Research
Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
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Media Lab Research Theme: Life with AI

Life with AI | Designing the future of smart systems to improve the human experience
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Media Lab Research Theme: Future Worlds

Future Worlds | Design and action for the future we want to live in
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Media Lab Research Theme: Decentralized Society

Decentralized Society | Architecting the new internet for the good of the people
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Media Lab Research Theme: Cultivating Creativity

Cultivating Creativity | Catalyzing a global movement enabling everyone to unlock and unleash their individual and collective creativity
Project Research

Theme | CityScope

City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning cha…
Archived
Project Research

Rhythm: Open measurement and feedback tools for human interaction

Rhythm is a collection of open-source tools to make it easier for researchers to examine, analyze, and augment human interaction. Rhyt…
Archived
Project Research

Blockchain: A new framework for robotic swarm systems

Swarms of robots will revolutionize many applications, from targeted material delivery to farming. However, the characteristics that make t…
Project Research

The Power of Without

The Power of WITHOUT is a research theme in the City Science group. The theme proposes that heavy infrastructure solutions are not financia…
Archived
Research
Collective Learning

Transforming data into knowledge
Archived
Research
Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
Archived
Research
Civic Media

Creating technology for social change
Project Research

Ocean Cultures

The Māori of Aotearoa (New Zealand) have a long and deep connection to their island and ocean ecosystem. Concepts such as rā…
Project Research

[bike] swarm

As bikes navigate city streets after dark, they are often equipped with lights. The lights make the bikes visible to cars or other bikers, …
Publication Research

Urban Mobility Swarms: A Scalable Implementation

Berke A., Nawyn J., Lengeling T.S., Larson K. (2020) Urban Mobility Swarms: A Scalable Implementation. In: Arai K., Kapoor S., Bhatia R. (eds) Intelligent Computing. SAI 2020. Advances in Intelligent Systems and Computing, vol 1229. Springer, Cham
Project Research

Opinion Aggregation

Opinion aggregation on social media uses various mechanisms, such as "Likes" or thumbs-up/-down, which handle a single item at a time. In …
Archived
Archived
Project Research

Evolution of the Social Contract

Political constitutions describe the fundamental principles by which nation-states are governed, the political and legal state institutions…
Archived
Archived
Project Research

Moral Machine

The Moral Machine is a platform for gathering a human perspective on moral decisions made by machine intelligence, such as self-driving car…
Archived
Thesis Research

Founders’ Dynamics – Interpersonal Relationships and Between-Team Interaction in Early Startups
Archived
Project Research

Black Rock Atlas

Burning Man is a magical place that gets the best of human creativity and collaboration to flourish. To further understand what makes this …
Archived
Project Research

Urban Swarms

Modern cities have to respond to the growing demands of more efficient and sustainable urban development, as well as an increased quality o…
Archived
Project Research

Panorama

An interface for smashing filter bubbles, Panorama is built to allow open, transparent, and collaborative exploration of news from all…
Archived
Project Research

CityMatrix

An Urban Decision-Support System Augmented by Artificial IntelligenceThe decision-making process in urban design and urban planning is outd…
Article Research

Collective Learning Summit 2018 Keynote
Thesis Research

CityMatrix: An Urban Decision Support System Augmented by Artificial Intelligence

Zhang, Yan. “CityMatrix – An Urban Decision Support System Augmented by Artificial Intelligence.” Massachusetts Institute of Technology, 2017.
Archived
Project Research

Ant-Based Modeling

Ant-Based Modeling explores the possibility of implementing agent-based modeling with living ants and external stimuli such as el…
Archived
Project Research

Collective Debate

On Collective Debate, users take a test of their morality, then debate an artificial agent regarding a controversial claim: that …
Publication Research

Ant-Based Modeling: Agent-Based City Simulation with Ants

Ho, P. H., Smuts, C., Kayser, M. A., Hernandez, J. 2017. Ant-Based Modeling: Agent-Based City Simulation with Ants. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI ‘17).
Publication Research

Emergent Collective Sensing in Human Groups

Peter Krafft, Robert Hawkins, Alex Pentland, Noah Goodman, and Joshua Tenenbaum. (2015). Emergent Collective Sensing in Human Groups. Annual Conference of the Cognitive Science Society (CogSci).
Archived
Project Research

Collective Learning in China's Regional Economic Development

Industrial development is the process by which economies learn how to produce new products and services. But how do economies learn? And wh…
Archived
Publication Research

Centralized, Parallel, and Distributed Information Processing during Collective Sensemaking

Peter Krafft, Kaitlyn Zhou, Isabelle Edwards, Kate Starbird, Emma Spiro. (2017). Centralized, Parallel, and Distributed Information Processing during Collective Sensemaking. ACM CHI Conference on Human Factors in Computing Systems (CHI).
Publication Research

Human collective intelligence as distributed Bayesian inference

Peter Krafft, Julia Zheng, Wei Pan, Nicolás Della Penna, Yaniv Altshuler, Erez Shmueli, Joshua B. Tenenbaum, and Alex Pentland. (2016). Human collective intelligence as distributed Bayesian inference. arXiv:1608.01987.
Archived
Project Research

Crowdsourcing Search: The Red Balloon Challenge

In 2009, DARPA launched the Network Challenge to explore the roles the Internet and social networking play in the timely communication, wid…
Archived
Archived
Project Research

Crowdsourcing a Manhunt

People often say that we live in a small world. In a brilliant experiment, legendary social psychologist Stanley Milgram proved the six deg…
Archived