Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A detailed test for breast biopsies with unclear results to decide if a patient should get a specific drug.
Backed by 4 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 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
A pragmatic middleware tool targeting a genuine pain point in computational chemistry, leveraging a timely software update (ORCA 6.0) and emerging community standards.
Backed by 2 papers
A sharp, pedagogically grounded tool that converts diagnostic data into actionable 'cognitive conflict' tasks to break stable misconceptions.
Backed by 4 papers
A self-guided program for adults newly diagnosed with ADHD to understand their strengths and challenges.
Backed by 3 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 monitoring tool that warns cloud teams weeks in advance before their servers run out of space or speed.
Backed by 2 papers
A low-risk, high-feasibility play to formalize an existing folk practice into a standardized consumer product, leveraging Brazil's traditional-use regulatory pathway.
Backed by 6 papers
A sleep program designed specifically for the way ADHD brains work to help adults treat insomnia.
Backed by 3 papers
A checker that automatically flags charts that break a company's official design and style guide.
Backed by 4 papers
A high-utility niche tool that converts a specific academic breakthrough into a compliance and procurement asset for automotive OEMs.
A service that scans drone footage to create maps of trash hotspots for cleanup crews.
A highly specialized, technically sound SDK that leverages a specific mathematical family of codes to solve a real-world physics problem in satellite telemetry.
Backed by 3 papers
A high-value, narrow-wedge intelligence tool that leverages a specific publication lag in materials science to provide a competitive time advantage for industrial R&D.
Backed by 3 papers
An API for product photos that merges multiple exposures and crops the image to keep the best lighting.
Backed by 2 papers