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Bugs that fix themselves, with proof. GitLab Duo agents triage every bug report and crash, answer the ones that are not bugs, prove the real ones with a failing test and open the fix.
Consul gives small businesses the policy analysis big companies pay consultants for: what a new bill means for them, how likely it is to pass, and what their best course of action is.
AI finds the creative moments in hours of camp video; staff make the final call.
Simulating the quantum butterfly effect classically. Difficulty tracks non-Clifford gate count, and that one fact decided everything we did.
Aetheris accepts a flood claim only when radar and rainfall independently agree. Anyone can challenge it, and money is released only after it finalizes.
Photo and video search for Dreams Come True: describe a moment in plain words and find it in milliseconds, privately on one laptop.
A GitLab Duo flow that checks the code claims in a bug report at the version it names. Of 12 reports it closed 3 with evidence, proposed closing 5 and left 4 to read; no real bug was closed.
EcoProof pairs spatiotemporal graph anomaly detection with Ethereum Merkle proofs to distinguish IoT sensor drift from real pollution plumes, ensuring verifiable climate data integrity.
Relay fills no-show medical appointments in minutes. It alerts the longest waiting MassHealth patients, guides emergencies to the nearest ER, and counts down coverage renewals so care never lapses.
An AI agent that culls event photos: OpenCV 5 on AWS Graviton scores every frame, the agent re-plans from what it sees, and asks a person on close calls. It never deletes a photo.
Like a car's service history, but for EV batteries, and impossible to fake.
Scan your ER bill. See which charges don't match the hospital's own prices, whether California law entitles you to free or discounted care, and get the letters to ask for it.
Secure Linux diagnostics powered by Gemini AI. It combines AI explanations with hardcoded allowlists, explicit confirmation gates, and manual-only remediation for zero-risk system oversight.
Code to prepare states for GQAI Challenge
An AI accounts-receivable desk for a Grand Prix team. It applies cash, chases sponsors and catches billing errors, and it can't approve its own work. 98% on 100 unseen companies; a rules bot gets 18%.
Epic collaboration between Vanderbilt and Duke students, where we figured out the 'best' Taffoli Circuit Design for the highest quality with minimum costs of circuits.
Multi-agent AI system that inspects industrial parts from a photo, classifies defects, and generates operator-ready quality control reports in seconds.
An AI agent that uses Qloo’s cultural intelligence to deliver personalized recommendations tailored to individual tastes and interests.
Paratransit, minus the guesswork
Slay fairy-tale monsters by strumming real chords on your own guitar: a storybook adventure that teaches beginners to play, with boss fights built from any song you upload.
Every agent merge request makes a prediction. A Cloud Run canary checks it on real traffic. Kept bets earn the agent more freedom, broken ones roll back and demote it, and only a human can promote.
CivicPulse-AI is an AI-powered civic issue triage platform that detects, prioritizes, and resolves city problems using citizen photos, GPS data, and real-time municipal dispatch workflows.
Test menu changes on a simulated version of your café before trying them for real. Customers are AI agents built from real Google reviews. A risk-free way for small cafés to try new prices!
Every tonne of embedded carbon. Verified, private, and quantum-safe
