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Everyone played Marco Polo with their eyes closed. Blind people play it every day, looking for their keys. We built the wearable that answers "Polo!" and navigates you to your belongings
A home sound monitor for deaf and hard-of-hearing people. It learns your doorbell from 8 examples, feels a knock on its table, and runs its encoder on the Ethos-U85. Nothing recorded.
Antares uses your own robot's recordings to make your simulations run like real life.
One model, many roles, one KV cache: coding agents that switch roles without re-reading everything. Save tokens, save times, save money!
Cheaper, faster, auditable AI workflows with less training ⚡
Valence: A project showing that the environment carries the emotional signal, not the face. Valence uses context-aware emotional-state inference, keeping no raw media and explaining every call.
A guided digital-forensics tool that finds hidden data in evidence, cracks its encryption, and explains every step in plain English so anyone can follow.
Anchor answers from your notes, PDFs, slides and spreadsheets, quotes the exact words, shows their source, and says plainly when your files don't cover something instead of making it up.
From assembly to algorithms: a neural similarity engine that analyzes compiled code and retrieves related LeetCode solutions, without needing the original source code.
An AI-powered carry-on X-ray screening console for airport security.
Voice Gate verifies who is speaking before Alexa+ can use any tool. Unknown voices never reach the MCP server, and tiered access control limits what guests and enrolled users can do.
Saving you from freshman flu! Infection probability and disease containment for college campuses using contact tracing and ML prediction/simulation.
More than a bird’s-eye view.
Outfits built around a piece you love, by an AI that can't overspend.
Enhancing skin cancer detection by fusing dermoscopic photos, clinical metadata, and vision-language models into explainable diagnostic workflows.
An autonomous warehouse rover, Northstar, that uses a custom-trained neural network to learn to drive and checks every move for safety.
Art should be for everyone, not just those who can see it. ArtForAll lets blind visitors explore any painting by voice and touch, as a board raises each part's shape while an AI guide describes it.
Drop in a pile of edited copies of an image. Lineage rebuilds who came from whom, shows the measurement behind every call, and says “inconclusive” when the pixels can’t tell.
CaneSight is a smart-cane prototype designed to turn iPhone LiDAR and AI camera observations into haptic cues and on-demand audio, helping people with vision loss better understand their surroundings.
Reinforcement Learning + LLM agent that plays the Pokémon Crystal video game and wins!
Storefront turns every room into a store. Point your phone or Meta glasses, pick a category, and see live price tags on everything. Our agent compares, finds cheaper deals, and saves items.
An AI agent that watches X for intimate images and deepfakes of you, files the legal takedown, and follows it until they're gone.
A protein language model that screens sequences for the desiccation-protective families tardigrades use to survive drying, scoring 0.818 AUC on a protein family it never saw.
Imagine being able to generate an image from pure math. No libraries.
