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Removing names isn’t anonymity. Unmasked finds and fixes re-identification risk in student data assisted with Kiro for autonomous modeling.
Antibody engineering burns months on repeat selection rounds. RapidMat predicts enrichment from one early screen, and shows which mutations drive it. Design the next variant, not the next round.
AI-powered inspection routes that help dengue surveillance teams prioritize mosquito breeding risks within their time and budget.
A fantasy stock market for music where you trade rising artists, guided by an ML forecast, and try to beat an AI trader to the top of the leaderboard.
A Grok-powered research team that builds, tests, and improves anomaly detection models through coordinated experiments.
ReCaptcha trained AI by making you prove you're human. Forged trains fraud detection AI by making you prove you're a criminal. Your gameplay becomes training data no existing dataset can replicate.
A wearable that watches breathing effort and airflow between ward checks, ignores junk signals, and flags slowed breathing and apnea. Gemini writes the handoff.
AEGIS predicts cyberattacks before they happen. A 7-phase AI pipeline monitors live traffic, scores risk every minute, and autonomously executes defense — validated across 15 real datasets.
VCs cannot write down what they want. Company Tinder learns it from their swipes and re-ranks the pool to match. Then it reads their real thesis back to them.
The AI payments clerk you can trust with a bank account. It runs your weekly vendor payments, ignores orders hidden in invoices, and calls the real vendor before money goes to any new account.
Try a real Central Valley job in an AI workday, prove your skills, get a plan that fits your hours, budget and commute, and meet local employers only when you say yes.
Xerneas: Catching The Drift
EcoWatt AI helps households make lower-carbon electricity choices by combining real-time grid forecasts, machine learning, and smart appliance scheduling to recommend when to power everyday devices.
See what a carbon claim is really worth—and make sure it can’t be claimed twice. Open verification of carbon-credit retirements, with double-claim prevention on-chain.
Describe an event in one sentence and get a data-backed plan — venue, food, transit, people, budget, cost options and a digital-twin stress-test — in which every number is labelled by how we know it.
Rescue Rater ranks disaster help messages by urgency and flood risk, then routes each to the nearest rescue team, so responders reach the most urgent people first.
M.A.R.G.A – MPLADS Analytics for Risk-Aware Governance & Assistance.
Bank-grade three-way reconciliation for carbon credits plus a smart-contract firewall that blocks double counting. Every tonne, verified once. Synthetic-data prototype.
Predict simulated glucose threshold events with a continuously updating patient digital twin.
A Boston 311 project that aims to estimate how long citizen service requests take to resolve using historical request data.
Satellite-verified peat fire evidence anchored on Ethereum, and a smart contract that pays communities only when the satellites confirm their land stayed fire-free.
Find the universities most similar to any college of your choice in seconds! Just impute the name of a university, fill out a few questions on your preferences, and voilà!
Find out if a player’s good season was skill or luck before you sign him.
Peat-fire forecasts you can hold to account. We predict where Indonesia's fires spread next, seal each forecast on Bitcoin before it happens, then score it in public against NASA satellites.
