Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A pragmatic B2B QA tool for production music that replaces subjective 'taste' arguments with deterministic structural measurements based on historical rhetorical frameworks.
Backed by 2 papers
A workshop kit helping teachers define what parts of their job AI can't do and what remains their responsibility.
Backed by 2 papers
A highly focused, evidence-backed decision tool for government infrastructure planning with a clear value proposition and a narrow, defensible wedge.
Backed by 3 papers
A narrowly-scoped planning analytics tool that surfaces a genuinely actionable insight, but rests on a single modeling paper and faces a thin, grant-dependent buyer market.
A high-potential, low-complexity clinical application of an existing drug to address a specific surgical complication with strong mechanistic backing.
A highly focused B2B tool that leverages specific field-test data to solve a concrete procurement dilemma for European logistics firms.
Backed by 6 papers
A system that analyzes black hole mergers to determine the mass and spin of the resulting black hole.
Backed by 8 papers
A service-based approach to mapping tire pollution that is technically sound but lacks novelty as it is essentially a field-implementation of the existing TRWP-Trace lab assay.
Backed by 9 papers
A training course that teaches data analysis using real events from U.S. economic history.
A niche CI tool that quantifies the performance trade-offs of architectural refactors, though it faces a steep challenge in automating the 'before' state for comparison.
A niche but viable optimization for automotive HVAC that leverages federated learning to balance personalization with privacy, though it faces high integration hurdles.
An alert service that warns climate analysts when the earth's carbon cycle starts behaving in unusual ways.
A niche biological product with a clear value proposition for high-value hardwoods, though currently hampered by thin evidence for species-specific superiority over generic inoculants.
Backed by 2 papers
A highly focused, low-risk professional service that leverages a specific scholarly niche to solve a high-stakes reputational problem for memorial institutions.
A focused and novel location-biased pharmacology concept with real commercial upside, but the two cited papers partially contradict each other on whether 5-HT2A is necessary for plasticity at all, and achieving in-vivo selectivity for intracellular vs. surface pools of the same GPCR is a formidable unsolved chemistry problem.
Backed by 2 papers
A planning tool for UAM infrastructure that is too similar to existing density and site-selection planners in the catalog to be considered novel.
Backed by 4 papers
Weekly one-page summaries of new heart research translated into multiple languages for doctors.
Backed by 4 papers
A curriculum for student ADHD coaches that focuses on the student's overall happiness and confidence.
Backed by 2 papers
A high-potential clinical tool that evolves simple compliance tracking into a precision medical device for force optimization, backed by strong technical evidence.
Backed by 2 papers
A high-potential specialized material play that leverages a clear mechanical advantage over thermoforming to target a specific patient segment (sensitive teeth), provided the leaching issue is solved via a proprietary rinsing protocol.
Backed by 3 papers