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 developers that analyzes a social media thread to predict if a claim is a rumor and if it is true.
Backed by 2 papers
A clinic tool that identifies exactly where a patient with a speech disorder is struggling to form words.
Backed by 2 papers
A straightforward compliance tool that leverages the TLS 1.3 standard to identify legacy security gaps, though it faces significant competition from existing vulnerability scanners.
Backed by 2 papers
An app that creates a personalized list of questions for patients to ask their doctor.
Backed by 2 papers
An analytics tool for health agencies to see if racial gaps in ADHD care are caused by getting into the clinic or staying in care.
Backed by 3 papers
A high-utility, specialized tool for fisheries management that leverages proven geometric morphometrics to provide a low-cost alternative to genetic stock identification.
Backed by 11 papers
A highly focused, technically grounded SDK that solves a specific, high-value pain point in conservation tech using a state-of-the-art segmentation backbone.
Backed by 2 papers
A short trial for companies to see exactly which tasks AI improves and which it ruins.
Backed by 2 papers
A high-utility API that transforms static fuel economy ratings into personalized cost estimates for car marketplaces, backed by a strong convergence of simulation and ML research.
Backed by 10 papers
A business kit for village youth to make and sell high-quality organic compost in bags.
A service that tests emergency alerts on real people to ensure the public understands the danger level.
A detailed test for breast biopsies with unclear results to decide if a patient should get a specific drug.
Backed by 4 papers
A focused professional development tool that operationalizes complex discourse theory into a simple, actionable audit for early-math teachers.
Backed by 6 papers
A system that lets companies start training a fleet of AI agents using a single agent's existing knowledge.
Backed by 6 papers
A bedside tool that tells ICU nurses the target blood pressure for sepsis patients based on their age.
A software layer that helps AI on small devices learn new things without forgetting old ones.
A single sensor probe that measures both temperature and gas types inside industrial furnaces.
A monitor that shows which breaking news claims are being disputed by people in the replies.
A safety check for fusion reactors to predict if a plasma crash will cause a damaging electron avalanche.
A blood test that tells doctors if a patient's inflammation will respond well to steroid medication.
Backed by 2 papers