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Leftover food, three AI agents that disagree, and a phone call. Uplink gets tonight’s surplus to the shelter that needs it most, safely.
Byzantine fault tolerance for AI agents, demonstrated on 911 dispatch.
`An AI powered app that helps users manage online payments securely and detects fraud in real time using AI`
Traffickers sell illegal animal goods online using keywords to dodge keyword filters. Watchdog reads through listings, and flags disguised listings for human review.
Local JEV
So the blind can see
Hands-free surgical assistant, operate a third arm with only your head position.
The cybersecurity team for businesses that can't afford one, but can't afford to go without one.
Agents + Boba + Social Media
Automated governance model for AI tools.
A robot arm that holds your phone and keeps you in frame: it tracks you around the room and responds to hand gestures, all on-device on an AMD Ryzen AI PC.
VaultAI is a privacy-first local AI that turns checks, receipts, invoices, and contracts into verified business records, without sending sensitive documents to the cloud.
GitLab Duo release reviews backed by the exact commit’s test, security and policy evidence. Clear READY, HOLD or BLOCK recommendations, with people keeping the final say.
Perch reviews and provides feedback to users about their merge conflicts and PRs using agentic collaboration to disagree and come to consensus, providing a tradeoff map for human review.
PCBAgent takes a natural language circuit description and designs a printed circuit board on the ASUS Ascent GX10, simulated, sourced, and routed completely offline and local.
Hindi voice notes on WhatsApp tell India's ASHA health workers where their incentive payment stands, and file a complaint with a receipt. No evidence, no claim: it never guesses an amount.
See the environmental permits near any Houston address, on one map, with a link to every official record.
FloodLens maps flood changes, infrastructure impacts, and settlement access using satellite imagery and OSM data.
Severly opposing opinionated agents come together and try to make a decision
Prove old and new clients can share a database before a rollout.
Ever worked on a team that wasn't on the same page? Mediator AI detects miscommunication, identifies conflicting goals, and suggests solutions for better teamwork.
Read-only Windows diagnostics, exposed through a local MCP server and browser simulator.
An innovation engine that researches, validates, and prototypes ideas in minutes using an agent swarm.
Talk to Your Plant helps factory workers understand machine problems, find repair steps, parts and the right technician, and compare fixing now with waiting. Less searching. Faster decisions.
