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We have designed a smart AI walking stick for people with visual impairment to gain the ability to sense their surroundings and navigate independently, using LiDAR vision and segmentation AI models.
Illness doesn’t care about your plans. We’re building Hachi to warn you before you feel sick, so you can protect the days you can’t afford to lose.
Autonomous Vehicles are popularizing. However, they often hallucinate due to pattern recognition and textures. We run Graph Neural Networks on the GX10 locally to train and support current tech.
Coding agents can't communicate live while building. They find conflicts at merge. Midflight makes them agree while they build: claim first, check against the plan, catch the clash before the code.
CancerScope is a small AI computer for hospital labs. It checks every tissue sample for cancer, puts the most urgent patients first, and writes a draft report, all without data leaving the hospital.
A robot arm that can help you make decisions
A robot sorting cell that knows when it got a pick wrong: it checks every pick with signals its learned model doesn't control, and calls the operator instead of silently miscounting.
From a sentence to a verified circuit. Every number simulated. Every design defended.
Ger is like a grandchild who's always there: it helps grandma understand her English texts, spot scams and reply in Mongolian, and calls family only when it's unsure.
LocalOps AI: your private AI workforce, in one living workspace. Private AI agents for small businesses, running entirely on your own GX10. No cloud, no data leaving the building.
DrowsyAlert turns a Garmin smartwatch into a drowsiness-warning tool. Our app is designed to estimate drowsiness risk, then alert the wearer through a flashing screen, sound, and vibration.
Ask your desk where you left it. Everything is with your machine.
A student’s agent can benefit from up-to-date information from teachers and advisors no delay. We built an A2A messaging layer for agents in the entire UC Santa Cruz community, backed by Google Drive.
SlugLine is a HelpLine for UCSC students struggling to manage time socially and academically. Visit our helpline to get help!
An offline surgery copilot. A surgery machines AR HUD and documentation tool designed reduce miscommunication and accidents on surgery table.
AI agents obey instructions hidden in documents. Plain agents failed 14 of 30 attack runs. Gateway inspects files in isolation and holds risky ones, so none of our 10 simulated attacks caused harm.
Past in the days, to control a robotic arm requires expensive tools. Instead, we ehought about what is we can use commercial deices to do it, that is Han dynasty, we used Apple watch as the interface
Caliper designs 3D-printable parts proven to fit your device. A local model proposes many designs, exact geometry checks each one, and it all runs on the ASUS GX10.
Evera is a voice- and touch-controlled bench assistant built on an SO-101 robot arm and AMD hardware. Tap a tool on the iPad, or say "evera, pass me the soldering iron", and the arm runs a VLA to run.
Making local AI agents work together for better intelligence
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