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Research
City Science

Looking beyond smart cities
Research
Personal Robots

Building intelligent personified technologies that collaborate with people to help them learn, thrive, and flourish.
Project Research

Large Population Models

Think about how a delayed shipment, a cancelled flight, or a glitchy app can disrupt your week. Now scale that up: a virus like COVID-19 co…
Research
Multisensory Intelligence

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

Scalable AI Program for the Intelligent Evolution of Networks
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Sculpting Evolution

Cultivating wisdom through evolutionary and ecological engineering
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Affective Computing

Advancing human wellbeing by developing new ways to communicate, understand, and respond to emotion
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Conformable Decoders

Converting the patterns of nature and the human body into beneficial signals and energy
Project Research

Decentralized AI

As AI evolves beyond screen assistants and into dimensional applications, decentralization emerges as the critical factor for unlocking i…
Article Research

The New Rules of Data Privacy

Hossein Rahnama, a visiting professor at the Media Lab, and Alex ‘Sandy’ Pentland explore the new rules of data privacy.
Research
Viral Communications

People and intelligent machines in a creative, symbiotic loop
Project Research

Enhancing the Privacy of a Digital Pound

With the increase in electronic payments options, privacy considerations are becoming even more important and privacy concerns more prevale…
Publication Research

Enhancing the Privacy of a Digital Pound

Gabriela Torres Vives, et al. "Enhancing the Privacy of a Digital Pound." Bank of England and MIT Digital Currency Initiative, December 2024
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Digital Currency Initiative (DCI)

Decentralizing trust and disrupting power structures with cryptographic peer-to-peer exchange and distributed systems
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Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
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MIT Center for Constructive Communication

Designing tools, methods and systems that connect rather than divide us to create a healthier society
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Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
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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
Research
Media Lab Research Theme: Connected Mind + Body

Connected Mind + Body | Revolutionizing the future of mental and physical wellbeing
Article Research

Creating smart buildings with privacy-first sensors

Butlr, founded by former Media Lab researchers, uses insights from thermal sensors to make buildings safe and efficient.
Project Research

Zero-knowledge (ZK) Tax

zkTax is a zero-knowledge tax disclosure system that allows individuals to make provable claims about select information in their tax retur…
Publication Research

Contact Tracing Technologies: Methods and trade-offs

Alex Berke and Kent Larson, City Science group, MIT Media Lab (2020). https://hdl.handle.net/1721.1/157499
Publication Research

Insights from an experiment crowdsourcing data from thousands of US Amazon users: The importance of transparency, money, and data use

Alex Berke, Robert Mahari, Sandy Pentland, Kent Larson, and Dana Calacci. 2024. Insights from an experiment crowdsourcing data from thousands of US Amazon users: The importance of transparency, money, and data use. Proc. ACM Hum.-Comput. Interact. 8, CSCW2, Article 466 (November 2024), 48 pages. https://doi.org/10.1145/3687005
How software can act as an assistant rather than a tool, by learning from interaction and proactively anticipating the user's needs
Archived
Project Research

Scaling Privacy Preserving Payments in a Centralized Digital Currency

This project is working on understanding and implementing privacy preserving payments in CBDC. After surveying privacy techniques from cryp…
Project Research

Data Provenance for AI

A massive audit of 1800+ AI text datasets, tracing their provenance and composition from origin to creation.The race to train language mode…
Post Research

Data Provenance for AI receives 2024 Infrastructure Fund award

The project purpose is to improve transparency, documentation, and informed use of datasets in AI.
Article Research

Study: Transparency is often lacking in datasets used to train large language models

Researchers created a tool that enables an AI practitioner to find data that suits their model, which could improve accuracy and reduce bias
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Research
Community Biotechnology

Empowering communities through the life sciences + biotechnology
Archived
Project Research

Corporate surveillance of the commons + Amazon Ring

As of August 2020, Ring has active partnerships with over 1400 law enforcement agencies across the US. These partnerships allow law enforce…
Archived
Project Research

Privacy-Preserving Audits for OpenCBDC

Funded by a National Science Foundation EAGER GrantOpenCBDC raised the bar for CBDC performance and viability. In this subsequent work, we …
Post Research

The Digital Currency Initiative at the Media Lab will collaborate with Deutsche Bundesbank on central bank digital currency (CBDC) research

The collaboration will focus on privacy-preserving designs.
Article Research

Do video doorbells really help to deter crime?

The research on video doorbells—which includes a paper from the Human Dynamics group—hasn't found strong evidence that they reduce crime.
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

Drone package delivery and consumer privacy

Door-to-door drone package deliveries are taking off across the US.  In this work we expose and study a newly emerging privacy is…
Publication Research

Drone delivery and the value of customer privacy: A discrete choice experiment with U.S. consumers

Alex Berke, Geoffrey Ding, Christopher Chin, Karthik Gopalakrishnan, Kent Larson, Hamsa Balakrishnan, Max Z. Li, Drone delivery and the value of customer privacy: A discrete choice experiment with U.S. consumers, Transportation Research Part C: Emerging Technologies, Volume 157, 2023, 104391, ISSN 0968-090X, https://doi.org/10.1016/j.trc.2023.104391.
Publication Research

Splintering with distributions: A stochastic decoy scheme for private computation

Vepakomma, P., Balla, J., Raskar, R., "Splintering with distributions: A stochastic decoy scheme for private computation." 6 Jul 2020.
Publication Research

Harnessing digital federation platforms and data cooperatives to empower SMEs and local small communities

Bühler, M. et al., 2023. Harnessing Digital Federation Platforms and Data Cooperatives to Empower SMEs and Local Small Communities, OBSERVER RESEARCH FOUNDATION. India.
Publication Research

Effects of Privacy-Inducing Noise on Welfare and Influence of Referendum Systems

Suat Evren, Praneeth Vepakomma
Inventing the future of digitally augmented objects and environments.
Archived
Archived
Research
Collective Learning

Transforming data into knowledge
Publication Research

Privacy Limitations Of Interest-based Advertising On The Web: A Post-mortem Empirical Analysis Of Google’s FLoC

Alex Berke and Dan Calacci. 2022. Privacy Limitations of Interest-based Advertising on The Web: A Post-mortem Empirical Analysis of Google’s FLoC. In Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security (CCS ’22), November 7–11, 2022, Los Angeles, CA, USA. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3548606.3560626
Center for Civic Media
Archived
Archived
Research
Civic Media

Creating technology for social change
Article Research

Butlr's people-sensing platform is designed as Google Analytics for buildings

In Dezeen, learn more about Butlr, a spinoff co-founded by former Labbers Honghao Deng and Jiani Zeng.
Publication Research

The Tradeoff Between the Utility and Risk of Location Data and Implications for Public Good

Calacci, Dan, Alex Berke, Kent Larson, Sandy Pentland. "The tradeoff between the utility and risk of location data and implications for public good." Presented at the Oxford & London School of Economics Connected Life conference. (2019). https://arxiv.org/abs/1905.09350
Project Research

Private Location Data for the Public Good and Urban Understanding

There is a continuous and ubiquitous collection of precise, timestamped, geolocation data from apps and devices, being amassed by private f…
Article Research

Waze for our Pandemic Journey

Ramesh Raskar discuses potential approaches to creating apps that can leverage citizen engagement to improve government responses to crises.
How buildings and cities can become more intelligently responsive to the needs and desires of their inhabitants.
Archived
Article Research

Contact tracing: So promising. So invasive.

Kevin Esvelt, master's student Anika Ullah, and other experts talk about bi-directional contact tracing, privacy, and halting Covid-19.
Project Research

iNonymize: Empathetic Anonymity in Tele-Mental Health Using AI Generated Avatars

This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health pla…
Article Research

Paper cards and digital codes target vaccination chaos

An MIT-developed vaccination card aims to cut through vaccine distribution chaos while preserving patient privacy.
Project Research

DAMS: Differentially Private Sketching Data Structures

We propose an improved private count-mean-sketch data structure and show its applicability to differentially private contact trac…
Publication Research

DAMS: Meta-estimation of private sketch data structures for differentially private COVID-19 contact tracing

DAMS: Meta-estimation of private sketch data structures for differentially private COVID-19 contact tracing, Praneeth Vepakomma, Subha Nawer Pushpita and Ramesh Raskar, PPML (Privacy Preserving Machine Learning workshop) at NeurIPS
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, …
Project Research

Safe Paths

Papers from SafePaths: https://github.com/PrivateKit/PrivacyDocumentsSafe Paths is an MIT-led, free, open source technology that …
Project Research

Split Learning: Distributed and collaborative learning

Split Learning: Distributed deep learning without sharing raw data Project Page: https://splitlearning.github.io/Abstract: C…
Project Research

Splintering with distributions: A stochastic decoy scheme for private computation

We present a stochastic scheme for splitting the client data into privatized shares that are transmitted to the server in such settings. Th…
Thesis Research

From Private Location Data to Public Good

Berke, A. (2020). From private location data to public good. (Masters thesis). MIT Media Lab.
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
Archived
Research
New Media Medicine

How radical new collaborations will catalyze a revolution in health.
Article Research

Episode 19: COVID-19 Update - Jaleesa Trapp - Flaws in Facial Recognition

Jaleesa Trapp talks to Brittney Gallagher about how she works to create equitable spaces for STEM learning experiences.
Article Research

MIT professor wants to shift power to the people by building local data collectives

"Building the New Economy" envisions data co-ops to make it easier for people to control and analyze their own financial and health data.
Archived
Project Research

Let's Talk Privacy: Exploring how privacy and data governance policies translate into practice

Let’s Talk Privacy explores how the implementation of privacy and data governance policies might impact a variety of fields.Project Let’s T…
Archived
Post Research

From legislation to implementation: Exploring how to prototype privacy bills through human-centered policymaking + design

The rise of data privacy breaches and a look into policies that address these challenges
Article Research

The perfect privacy storm

New issues in privacy debate with technology and contact-tracing.