Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A highly focused, low-friction service that converts academic provenance research into actionable museum display updates, avoiding the political deadlock of restitution.
A safety check for fusion reactors to predict if a plasma crash will cause a damaging electron avalanche.
A highly specialized but potent tool for the high-stakes niche of computational mathematics, turning multi-year compute costs into minute-scale verification tasks.
A high-utility trust-and-safety tool that leverages efficient spectral graph convolutions to shift moderation from individual account scoring to coordinated community detection.
A high-utility strategic planning tool for municipalities that transforms open traffic data into policy-grade emission simulations with critical uncertainty quantification.
Backed by 6 papers
A pragmatic, index-based predictive tool for EV tire wear that cleverly pivots from unreliable absolute emission data to relative fleet benchmarking to drive regulatory compliance and cost savings.
Backed by 8 papers
A tool for memory clinics that finds which learning methods still work for a patient with amnesia.
Backed by 2 papers
A review service that checks if math textbooks have enough thought-provoking problems instead of just repetitive ones.
Backed by 2 papers
A focused, high-utility documentation tool that transforms qualitative classroom dialogue into a longitudinal assessment portfolio for early childhood education.
Backed by 3 papers
A highly focused, practical tool that converts ecological theory into a cost-saving operational efficiency for environmental consultants.
A plugin that records a user's data exploration steps so others can replay and audit the process like code.
Backed by 2 papers
A screening app for women that identifies ADHD symptoms and creates a report for their doctor.
Backed by 4 papers
A highly focused, low-friction intervention that targets the specific social friction of school re-entry by equipping the peer group rather than just the patient.
Backed by 3 papers
A high-utility clinical tool that addresses a specific, evidence-backed diagnostic failure point in the rapidly growing adult ADHD telehealth market.
Backed by 4 papers
A visual mapping tool for therapists to chart a client's personal beliefs and track how they change over time.
Backed by 2 papers
Software for VR analytics that automatically organizes and cleans up floating data panels around the user.
Backed by 4 papers
A business kit for village youth to make and sell high-quality organic compost in bags.
A certification service that guarantees the amount of vitamin C in batches of camu-camu fruit.
A bedside tool that tells ICU nurses the target blood pressure for sepsis patients based on their age.
A public registry that tracks and compares ADHD waiting times across different healthcare providers.
Backed by 3 papers