Research
Social Machines

Promoting deeper learning and understanding in human networks
Research
Mediated Matter

Designing for, with, and by nature
Research
Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
Research
Civic Media

Creating technology for social change
Research
City Science

Looking beyond smart cities
Research
Health 0.0

Health 0.0
Research
Space Exploration Initiative

Space Exploration Initiative
Project Research

TESSERAE: Self-Assembling Space Architecture

The future of human habitation in space, from Low Earth Orbit (LEO) to planetary systems far beyond, lies in self-assembling, adaptive, a...
Research
Lifelong Kindergarten

Engaging people in creative learning experiences
Research
Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
Post Research

Introducing Scratch 3.0: Expanding the creative possibilities of coding

The next generation of Scratch expands how, what, and where kids can create with code.
Research
Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
Article Research

Playfully code your way into 2019 with the launch of Scratch 3

Ollie Bray from the LEGO Foundation explains how Scratch supports the five characteristics of play that lead to deeper learning.
Project Research

Scratch

Scratch is a programming language and online community that makes it easy to create your own interactive stories, games, and animations—a...
Research
Collective Learning

Transforming data into knowledge
Research
ML Learning

ML Learning
Article Research

Introducing Scratch 3.0

The new version of the popular free coding platform builds on a robust community of kid coders.
Article Research

Mitch Resnick: The next generation of Scratch teaches more than coding

Much has changed since we introduced the first generation of our Scratch programming language and online community, back in 2007.
Project Research

Theme | CityScope

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

Helping Emergency Care Physicians Diagnose Sepsis and Bacterial Infections with Machine Learning and Vision

General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significa...
Project Research

AI Methods for Rapid Automated Staining and Destaining of Tissue Biopsies in Hospitals

General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ...
Publication Research

Computational histological staining and destaining of prostate core biopsy RGB images with generative adversarial neural networks

Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)
Publication Research

Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)
Research
Code Next

Code Next : Cultural Resonation
Publication Research

BioEssence: A Wearable Olfactory Display that Monitors Cardio-Respiratory Information to Support Mental Wellbeing

Amores, J., Hernandez, J., Dementyev, A., Wang, X., Maes, P. "BioEssence: A Wearable Olfactory Display that Monitors Cardio-respiratory Information to Support Mental Wellbeing," Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018
Project Research

BioEssence

A wearable olfactory display that monitors cardio-respiratory information to support mental wellbeing.BioEssence is a novel wearable olfa...
Project Research

Research Area | Artificial Intelligence for Drug Discovery and Clinical Trials

In our published research findings we describe validation of novel machine learning architectures, with automated learning and prediction...
Project Research

Scratch Online Community

Launched in 2007, the Scratch Online Community enables children, primarily between the ages of 8 and 16, to share interactive media such ...
Project Research

Cognimates: Collaborative creative learning with embodied intelligent agents

Cognimates is a platform where parents and children (7-10 years old) participate in creative programming activities in which they l...
Project Research

CityMatrix

An Urban Decision-Support System Augmented by Artificial IntelligenceThe decision-making process in urban design and urban planning is ou...
Archived
Research
Design Fiction

Sparking discussion about the social, cultural, and ethical implications of emerging technologies through design and storytelling
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...
Publication Research

Real-time Machine Learning Prediction of an Agent-Based Model for Urban Decision-making (Extended Abstract)

Yan Zhang, Arnaud Grignard, Kevin Lyons, Alexander Aubuchon, and Kent Larson. 2018. Real-time Machine Learning Prediction of an Agent-Based Model for Urban Decision-making (Extended Abstract). In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2171-2173.
Publication Research

CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization

Arnaud Grignard, Núria Macià, Luis Alonso Pastor, Ariel Noyman, Yan Zhang, and Kent Larson. 2018. CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1939-1940.
Project Research

Mechatronic Systems

Mechanical, electrical, and dynamic control systems recreate biological behavior with synthetic hardware.

Article Research

When the Robot Doesn’t See Dark Skin

A.I. systems are shaped by the priorities and prejudices…of the people who design them, a phenomenon that I refer to as "the coded gaze."
Article Research

Lessons from the Middle Earth: Why I’m Still Here

Here is my secret to staying in computer science: first, have great perseverance. Second, have great friends.
Project Research

High Power Bionic Joints for Dynamic Gait Actions

The design of next-generation bionic ankles and knees aims to improve bionic actuators on all metrics: range of motion, power density, ba...
Project Research

RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction

A learning framework for secure, decentralized, computationally efficient data and model sharing among multiple robot units installed at...
Project Research

SpeechBlocks

SpeechBlocks is a smartphone app that allows children to explore spelling principles in an open-ended way. Children rearrange words on th...
Project Research

Algorithmic Justice League

www.ajlunited.orgAn unseen force is rising—helping to determine who is hired, granted a loan, or even how long someone spends in prison. ...
Project Research

Gender Shades

The Gender Shades project pilots an intersectional approach to inclusive product testing for AI.Algorithmic Bias PersistsGender Shades is...
Center for Civic Media
Project Research

Efficient Lensless Imaging with a Femto-Pixel

Lensless Imaging with Compressive Ultrafast SensingTraditional cameras require a lens and a mega-pixel sensor to capture images. The lens...
Article Research

If you’re a darker-skinned woman, this is how often facial-recognition software decides you’re a man

All people are created equal, but in the eyes of the algorithm, not all faces are just yet.A new study from MIT and Microsoft r...
Article Research

Even when spotting gender, current face recognition tech works better for white dudes

A new review of face recognition software found that, when identifying gender, the software is most accurate for men with light skin...
Article Research

Study finds gender and skin-type bias in commercial artificial-intelligence systems

Examination of facial-analysis software shows error rate of 0.8 percent for light-skinned men, 34.7 percent for dark-skinned women.
Article Research

Facial recognition software is biased towards white men, researcher finds

New research out of MIT’s Media Lab is underscoring what other experts have reported or at least suspected before: facial recognition tec...
Publication Research

Self-Assembling Space Structures: buckminsterfullerene sensor nodes

Ekblaw, Ariel, and Joseph Paradiso. "Self-assembling Space Structures: Buckminsterfullerene Sensor Nodes." In 2018 AIAA SciTech / AHS Adaptive Structures Conference, p. 0565. 2018.
Project Research

Scratch in Space

The Scratch Team invited young people from around the world to create Scratch projects designed specifically to be played in zero gr...
Post Research

How I'm fighting bias in algorithms

Joy Buolamwini's TED Talk
Article Research

Facial recognition technology is both biased and understudied

Algorithms used by the police are better at identifying some racial groups than others. Why is hardly anyone studying this?
Project Research

Secure Sharing of Wildlife Data

Leveraging the power of platforms, big data, and advanced analytics for species protection and the public good in a privacy-preserving, s...
Project Research

Social Physics of Unemployment

Earlier studies proved that behavior is highly shaped and constrained by one's social networks, and demonstrated ways in which individual...
Project Research

Microworlds

The MIT Scratch Team is exploring ways to make it easier for newcomers to get started creating with coding. We are designing "microworlds...
Project Research

Foundations : Design of Codified Curricula in Coding, Design, Fabrication, Games, Music, Media, etc.

Foundations (2015 - 2016): The Year 1 MIT/Google collaboration program has Pilot Labs in NYC and Oakland. In the Labs, we introduce a coh...
Project Research

Team Edge: Design of Codified Curricula in Coding, Design, Fabrication, Games, Engineering, etc.

Team Edge (2016 - 2017): The Year 2 MIT/Google Collaboration. For it, we design and author Curricula and Learning Activities in the follo...
Project Research

Personal Research Projects

Our Personal Research Projects group is dedicated to the closure of the digital and educational divides and gaps as they effect the under...
Publication Research

Bots as Virtual Confederates: Design and Ethics

Peter Krafft, Michael Macy, Sandy Pentland. (2017). Bots as Virtual Confederates: Design and Ethics. The 20th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW).
Publication Research

Twitter: who gets caught? observed trends in social micro-blogging spam

Almaatouq, Abdullah, et al. "Twitter: who gets caught? observed trends in social micro-blogging spam." Proceedings of the 2014 ACM conference on Web science. ACM, 2014.
Publication Research

A Malicious Activity Detection System Utilizing Predictive Modeling in Complex Environments

Almaatouq, Abdullah, et al. "A malicious activity detection system utilizing predictive modeling in complex environments." 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC). IEEE, 2014. APA
Post Research

"Paint with only water first."

Creating tangible materials to break down complex computer science ideas for young children.
Publication Research

The City Browser: Utilizing Massive Call Data to Infer City Mobility Dynamics

Alhasoun, Fahad, et al. "The City Browser: Utilizing Massive Call Data to Infer City Mobility Dynamics." 3rd International Workshop on Urban Computing (UrbComp 2014). UrbComp: New York, NY. 2014.
Publication Research

Are You Your Friends’ Friend? Poor Perception of Friendship Ties Limits the Ability to Promote Behavioral Change

Almaatouq, A., Radaelli, L., Pentland, A., & Shmueli, E. (2016). Are You Your Friends’ Friend? Poor Perception of Friendship Ties Limits the Ability to Promote Behavioral Change. PloS one, 11(3), e0151588. Chicago
Article Research

After-School Coding Program Comes To Oakland's Fruitvale Neighborhood
Project Research

ScratchJr

ScratchJr makes coding accessible to younger children (ages 5-7), enabling them to program their own interactive stories, games, and anim...
Project Research

Scratch 3.0

Since the release of Scratch in 2007, young people around the world have programmed and shared more than 15 million Scratch projects . Th...
How to create seamless and pervasive connections between our physical environments and information resources.
Archived
Archived
Research
quanta

How we can construct information technology and intelligence from the fundamental building blocks of physical media: atoms and molecules.
Project Research

Friendship Reciprocity and Behavioral Change

When we analyzed self-reported relationship surveys from several experiments around the world (from human subjects, not hobbits!), we fou...
Archived
Project Research

Recurrent Neural Network in Context-Free Next-Location Prediction

Location prediction is a critical building block in many location-based services and transportation management. This project explores the...