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Vehicle routing on neutral atoms: a slack-free QUBO and a provably valid “ladder” atom layout cluster deliveries with 8 atoms, hitting optimal plans 40× more often than random.
EchoRoute: a decision framework that routes each hidden OTOC circuit to exact, MPS or Pauli-propagation simulation and spends compute only where estimates move.
Routing delivery fleets with neutral atoms: a CVRP solver that fits the problem to the physics, using as few as 4 atoms per instance.
Paratransit, minus the guesswork
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.
Discover and mitigate weak points in scalable communities' healthcare systems
Agents ship to production on their own, and the error budget decides how much: GitLab Duo flows plan, build, review and fix; a deterministic governor gates every merge and canary on live SLOs.
Anki-inspired flashcard app for sign languages, not spoken languages, leveraging gesture recognition for active practice and recall
The planet's health check, sealed on-chain: real open data + AI verify climate claims across all 4 ClimateChain tracks, in 13 languages.
You've just been made Justice Secretary. The courts are jammed and the prisons are full. Survive to the election using real MoJ data and a backtested forecaster.
Cardie runs the FDA’s ORd-CiPA heart-cell model on real Li et al. 2017 patch-clamp drug data to predict arrhythmia risk - simulated, stored, and compared live in Tiger Data (TimescaleDB).
Clinical Decision Support System that detects multi-drug metabolic collisions using patient genetics—before prescriptions become toxic
Forecast cancer backlogs 12 weeks ahead, identify likely pressure points and test recovery plans helping hospital managers act earlier using public NHS data.
Predicts when an eye-screening AI quietly stops working at a clinic, weeks before expert grades arrive, and decides when to pull it for review.
One intelligent emergency response platform for fire, police and health services, optimising resource allocation and response times to help save lives. When every second counts, we save minutes.
Helping humanitarian teams respond to displacement in Sudan by predicting food shortages, comparing ways to distribute aid, and showing how delays and transport constraints affect people in need.
Forecasting what Wikipedia will read next hour so caches keep the right articles: 9.4% fewer requests hit the servers than with the standard method, winning all 72 test hours.
Photograph your US medical bill and insurance EOB. SecondLook finds what you were overcharged, explains it in your language, and drafts the appeal.
Most volatility models break in a crash. Anomality found out why, fixed it, and shows you how far to trust each forecast.
Spatial audio through AirPods that guides blind and low-vision people to their items.
When you last played Catan, was it bad luck or bad play? Upload your game to our website to see win probabilities shift and get a verdict on luck vs. skill.
FloodClock tells Oxford residents how likely flooding is near them, and when it could happen.
Knowledge in motion, built in code
Optimize cold-storage cooling schedules for lower electricity costs and modeled carbon emissions-while respecting cooling-capacity and temperature constraints.
