Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A tool for newsrooms that scans political speeches for patterns of leader-worship and aggressive rhetoric.
Backed by 2 papers
A high-impact, specialized tool that transforms a fragmented clinical process into a structured therapeutic product with a clear commercial wedge.
Backed by 2 papers
A technically intriguing predictive-maintenance toolkit built on fractional-order modeling, but it rests on a single generic survey abstract and an unproven leap that fractional models will beat entrenched ML-based incumbents.
A robotics curriculum designed to help children with learning differences practice planning and focus.
Backed by 6 papers
A tool that maps who knows what in a company to find people who are the only source of critical info.
Backed by 2 papers
A highly focused clinical decision-support tool that leverages longitudinal ABCD study data to move from generic comorbidity screening to personalized, subdimension-driven surveillance.
Backed by 2 papers
Software for health records that manages the transition from the name PCOS to the new name PMOS.
A blood test that predicts how sore an athlete will be in three days, taken shortly after a game.
Backed by 5 papers
A feature for DNA tests that tells users which ancient farming migration their ancestors were part of.
A city map showing what jobs are legal without a license and where people can legally live in vehicles.
Backed by 2 papers
A tool for editors to check if economic history claims in a text are still considered true.
Backed by 2 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 high-utility service that leverages the formulaic nature of inorganic chemistry communications to accelerate the 'staking' of discoveries, though it faces significant headwinds from inconsistent journal AI policies.
Backed by 16 papers
A writing coach that helps researchers build their theoretical arguments step-by-step.
Backed by 3 papers
A system that alerts HR when employees stop sharing knowledge, which can be a sign of job insecurity.
Backed by 3 papers
A blood test after exercise to help doctors objectively diagnose Chronic Fatigue Syndrome.
Backed by 2 papers
An MRI analysis tool that checks for specific brain structure patterns common in adults with ADHD.
Backed by 3 papers
A highly focused infrastructure planning tool that converts epidemiological projections into concrete hardware and staffing requirements for global health ministries.
Backed by 6 papers
A legal tool that flags when a 'free' app asks for more personal data than it actually needs to work.
Backed by 2 papers
A high-utility decision-support tool that converts academic PEFT benchmarks into a practical cost-benefit calculator for ML engineers.
Backed by 5 papers