Projects
Our fellows develop higher-tier capacities through real projects. The projects serve the mission. The mission is not the projects. Each project below is named for the human capacities it develops — the tiers that AI cannot supply — not just for what it builds.
Tiers refer to the Irreducibly Human framework. Learn more at irreducibly.xyz
Madison
Open-source agentic marketing and branding framework for data-driven advertising intelligence.
Mycroft
Educational experiment using specialized AI agents to analyze the investment landscape.
Medhavy
Adaptive AI-powered learning platform with multi-armed bandit pedagogy engine.
Lyrical Literacy
AI-generated songs and videos that activate the embodied and social mechanisms of language acquisition.
Dayhoff
Open-source agent-based AI bioinformatics framework for computational biology and public health.
RAMAN Effect
AI-driven spectroscopy and wastewater-based epidemiology for public health surveillance.
Popper
Assertion verification system that scans claims and flags suspect ones for expert review.
Boyle
AI-assisted documentary infrastructure for scientific reproducibility using the MVAL protocol.
80 Days to Stay
Job tools and agentic AI for OPT job search transparency and efficiency.
Musinique
Music research platform exploring Spotify algorithm dynamics and record label history.
Zebonastic
AI-generated creative work and digital prompts exploring generative aesthetics.
Wilkes
Developer portfolio verification measuring intent and decision patterns, not just syntax.
Become a Fellow
Fellows work on these projects while developing the judgment, causal reasoning, and collaborative synthesis that AI cannot replicate. The portfolio is evidence. The capacities are the product.