Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-utility recruitment infrastructure that operationalizes the transdiagnostic shift in neurodevelopmental research to reduce trial noise and increase statistical power.
Backed by 3 papers
A design tool for creating materials that block heat but let electricity flow for energy devices.
Backed by 2 papers
A high-fidelity biomechanical simulation tool that moves beyond generic aligner planning to patient-specific finite element analysis, though it faces significant hurdles in biological variability.
Backed by 10 papers
A tool for teachers to write one lesson and automatically create different course versions based on time or depth.
Backed by 2 papers
A pre-made reading experiment module for university labs to study how people process language.
Backed by 3 papers
A data tool that separates and lists individual gravitational wave events when many signals overlap in the data.
Backed by 3 papers
A highly focused, technically sound regression-testing tool for a niche but critical scientific software bottleneck, leveraging a specific new data milestone (SNR > 30).
Backed by 2 papers
A narrowly targeted thermal subsystem for eVTOL motors built on a single review paper's generic design recommendations; real underlying need but the 'plug-compatible' framing misreads how vertically integrated eVTOL manufacturers actually build motors, and established aviation thermal-management incumbents already crowd the space.
A high-utility, focused tool that transforms academic genocide research into a structured decision-support system for high-stakes risk analysts.
Backed by 2 papers
A real patient-safety gap is identified, but a single review paper's one-sentence mention of immunosuppression neurotoxicity in organic acidurias is far too thin an evidence base to populate the clinical decision rules the tool would require, and the addressable market is extremely small.
Software for health records that manages the transition from the name PCOS to the new name PMOS.
A focused eco-driving coaching HMI for EV fleets with a clear product, but resting on a single simulator-based paper in a space where driver-scoring telematics already compete.
A workplace plugin that sends questions to the expert with the lightest workload to prevent burnout.
A focused, high-utility audit tool for curriculum publishers that converts passive 'delivery' lesson plans into active 'constructive' learning experiences.
Backed by 4 papers
A writing tool that tells language learners when they use common sentence patterns incorrectly.
Backed by 11 papers
A high-utility preclinical screening service that converts a specific genetic finding (CDH2) and GWAS data into a mechanistic 'go/no-go' toolkit for biotech drug development.
Backed by 7 papers
A collection of ready-to-use real-world science problems for high school teachers.
A technically sound optimization tool for EV charging that leverages a specific, high-performance statistical model (MSDR) to solve a real-world grid stability and decarbonization problem.
Backed by 3 papers
A focused geospatial tool for urban planners to prioritize health-based air quality interventions, strongly supported by the cited research's granular data.
A high-value, specialized diagnostic tool for R&D engine labs that leverages a novel optical method (FPBOS) and PINNs to replace expensive PIV hardware for ignition research.
Backed by 5 papers