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A self-hosted MCP server that lets Alexa+ explain your home's energy use and then fix it — propose, confirm, done.
AI-powered classroom analytics that identifies at-risk students, tracks engagement, and provides personalized recommendations to improve academic success.
See what food gets wasted, then waste less.
The first OS built to remember: WhiteBoardOS uses a local LLM, SQLite, and a context graph to give AI agents persistent, local-first context about your files, so they act on understanding, not search.
Read-only operations ledger for mixed fleets of agricultural UAS and ground robots: every flight, stop and human intervention recorded with SHA-256 evidence. Zero command authority.
Share what you have. Find what you need.
Real-time seiche and meteotsunami sudden coastal hazard detection for the Great Lakes.
An evidence-first agent that reviews medical bills to ensure patients pay what they need to, and nothing more.
Distributed running supercomputer. By contributing you get usage credits. Optimized for grants.
Show the relationships between athletes in non-euclidian space
Hodeum turns any software into an interactive lesson, an AI guide that sees your screen, talks with you, and coaches your next action in real time.
A wearable safety companion for trusted support.
Report what you see at the creek in 2 minutes. Creek Watch fuses it with live USGS, weather and state water data into an explainable health score, water alerts and opt-in push.
Accessible routes that know what's blocked right now.
Wolfpack Vitals analyzes datasets of multiple variables captured by a wearable device in real time over days, weeks, and months to determine if the user is developing pre-diabetes.
Every pregnancy has a story. Let’s make sure it never gets lost.
Ask a swarm of AIs running on real people's laptops. They argue, grade each other, and converge on one answer, and whoever helped most gets paid most through Stripe.
Catch race conditions between AI coding agents before they break your codebase.
Disaster-aware routing across North Carolina that helps people find a way ahead, even when connectivity fails.
Escrow for everyday jobs. The poster's money is locked before the job goes live, and it only releases to the worker once the agreed proof checks out. Pay by card or USDC.
Aiu2 is a campus accessibility companion designed primarily for disabled people. It combines personalized routes, clear text and spoken directions, live information from campus wayfinding beacons.
CampusBite bridges campus food waste and student budget needs. Our real-time platform instantly alerts UMich students to free surplus event catering with live, crowdsourced updates. Waste zero!
Grace, 74, pays by voice. An AI scam check and her family's rules decide: safe payments go straight through PayPal, risky ones wait for her son's OK. No answer, no money moves.
TRACE turns maintenance history into shared fleet knowledge. It connects machine signals, human decisions and repair results, thus the next crew starts with evidence instead of repeating past errors.
