Building upon insights from psychology and neuroscience, the Fluid Interfaces group creates systems and interfaces for cognitive enhancement. @medialab@MIT
NeuraFutures or the Next User Interface is Your Brain
Join us at @woburnlibrary on October 3, 2026 to learn more about the NeuraFutures exhibit and try out some brain-computer interfaces for yourself!
We got Best-in-Show at @ArsElectronica Expanded Conference!
Echoing the gallery’s theme of “expanded play”, seeing the surprises and pure joy on people’s face when playing with our piece was the biggest reward.
ars.electronica.art/negotiat…
In Plato's Allegory of the Cave, prisoners chained to a wall perceive only shadows—and mistake them for reality.
We extend this concept: a shadow man, controlled by an LLM, exists in 2D and perceives only silhouettes. His singular goal is to turn off the light that defines his existence. Users place objects in his path; he kicks them away. The cycle repeats.
This mirrors the perceptual limits of AI. An LLM cannot see—it reads descriptions of sight. It processes language about the world without directly accessing the world itself. The shadow man embodies this gap. Both are confined to representations.
The piece is a meditation on AI as cave-dweller—processing patterns without grasping the higher-dimensional reality that casts them.
Curious about applying to the Media Lab? Register for the Virtual Open House for Prospective Students on October 9! You’ll have an opportunity to hear from staff, faculty, and students; learn about the academic program and the research groups; and ask questions.
Learn more and register for the webinar: media.mit.edu/events/2026-ma…
In 1979, MIT researchers said "put that there" to a computer, and it listened. Yesterday, OpenAI launched GPT-6 Astra, the most powerful AI model ever built, opening with 47-year-old footage from our Media Room to show exactly where the idea came from. The premise that Richard Bolt, Chris Schmandt, and Eric Hulteen proved nearly five decades ago still holds: machines should adapt to human language, not the other way around. The best ideas don't expire...they compound. READ THE STORY: mitmedialab.info/4zTwbXb
What's your real relationship with @claudeai ? Our AHA team collaborated with @AnthropicAI on Reflect, Claude's new beta feature that shows your AI habits and helps you stay aligned with your personal goals. Check your Claude settings (desktop) to explore your own patterns!
Do some AI models refuse more user requests than others?
Are people using AI to generate illicit content more or less over time?
And which models do people go to for coding vs role-play?
Unfortunately, existing reports of AI use from frontier labs are coarse and proprietary that do not help us understand the impacts and natural uses of AI.
This prompted us to create a public AI observatory ai-observatory.org/
1/ How are people really using AI?
Today, researchers across @MIT, @Stanford, + 12 academic institutions are launching the Public AI Observatory: public infrastructure for measuring how people actually use AI assistants in the wild.
🔗 ai-observatory.org/
📜 dataprovenance.org/ai_observ…
Today we are excited to release the NeuroDatasets tool, where one can browse and find all available neuroscience datasets for all major modalities: EEG, MRI, MEG, NIRS, PET and more.
Check the NeuroDatasets tool here: datasets.neuro2.ai
In the latest essay @WBUR Mike Kalin talks about AI-powered systems that can help with memory support for those who might need it due to cognitive impairments and/or age. One of the systems highlighted in the article is MemPal, co-led by our PhD student @wazeerzulfikar@medialab
Watch the replay of the keynote talk at this year's @ACMIUI from our team's lead, @PattieMaes@medialab on the topic of « Designing Al Interaction for Human Flourishing ».
Watch the video here: piped.video/nsCQkx6nbhs
In a recent study, @anku__rani, @valdemardanry, Prof. @pliang279, Dr. Andrew Lippman, and Prof. Pattie Maes (@fluidinterfaces) show that although chatbots can help people detect misinformation, users who rely on AI systems to verify facts may become worse at spotting fake news on their own. However, the researchers also identified conversational strategies that encourage active learning and skill development, rather than simply helping in the moment.
news.mit.edu/2026/consequenc…
After decades in neuroscience and BCIs, one question keeps coming up: what does each part of the brain do, and how can we measure it? Meet NeuroAtlas - a new tool to explore brain function across EEG, MEG, fMRI, tFUS, iEEG, TMS, DBS, and more!
atlas.neuro2.ai
Media Lab spinoff @augmentaltech, which was co-founded by @fluidinterfaces alum @tomasmas and Corten Singer, has launched MouthPad, a tongue-driven mouse, and Vox, a skin-worn microphone pendant for private, hands-free voice input. Fellow Fluid Interfaces alum Oscar Rosello is Augmental's Head of Design.
designboom.com/technology/mo…
Adam Haar Horowitz, an alum of the @fluidinterfaces group, is working to unravel the mysteries of sleep — particularly the liminal spaces between sleep and waking, where people have “one foot in dreams and one foot in the world.” quantamagazine.org/how-the-b…