Dayhoff
Open-source AI agents for biological research, bioinformatics, computational biology, and public health.
Develops:
Tier 5 — Causal ReasoningTier 6 — Collaborative Synthesis
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
Agents
Madison
Open-source agents for marketing and branding, providing a framework for data-driven advertising intelligence.
Develops:
Tier 4 — JudgmentTier 5 — Causal Reasoning
Musinique
AI agents for music, with a research platform exploring Spotify algorithm dynamics and record label history.
Develops:
Tier 5 — Causal Reasoning
Mycroft
Educational experiment using specialized AI agents for finance to analyze the investment landscape.
Develops:
Tier 4 — JudgmentTier 5 — Causal Reasoning
Popper
AI agents for computational skepticism, DevOps, and AI ops, including assertion verification that scans claims and flags suspect ones for expert review.
Develops:
Tier 4 — Judgment
Research
RAMAN Effect
AI-driven spectroscopy and wastewater-based epidemiology for public health surveillance.
Develops:
Tier 5 — Causal Reasoning
Medhavy
Adaptive AI-powered learning platform with multi-armed bandit pedagogy engine.
Develops:
Tier 4 — JudgmentTier 6 — Collaborative Synthesis
AI for Good
Homes of Hope
Homes of Hope +1 is an eight-week AI+1 literacy and job-readiness bootcamp for girls in Hyderabad, India, developed by Humanitarians AI.
Lyrical Literacy
AI-generated songs and videos that activate the embodied and social mechanisms of language acquisition.
Develops:
Tier 2 — EmbodiedTier 3 — Social & Ethical
LoonNet
A Humanitarians AI for Good initiative built in partnership with a Loon Conservatory, whose first playable educational prototype is A Loon’s Lake, a four-chapter game.
Jobs
80 Days to Stay
Job tools and agentic AI for OPT job search transparency and efficiency.
Develops:
Tier 4 — Judgment
The Reallocation Engine
A Humanitarians AI jobs project.
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.