THE RESEARCH NETWORK
Knowledge, made in the open, owned by everyone.
There is no line between studying and researching here. Coursework produces real contributions—datasets, proofs, replications—published openly and reviewed by faculty models and human peers alike.
48,000+
Open publications
310
Active labs
100%
Openly licensed
126
Countries contributing
THE OPEN ARCHIVE
Every contribution, open to the world.
A reference operating model for enterprise AI assurance under ISO 42001
K. Adeyemi, SOLON, 22 contributors
Responsible clinical decision support: evidence, oversight, and human outcomes
J. Moreau, GALEN, 31 contributors
Capability-based design patterns for AI-native operating models
L. Okafor, VITRUVIUS, 14 contributors
Evaluating multi-agent reliability across 400 enterprise workflows
P. Nwosu, ADA, 17 contributors
Why transformation programs fail — and an evidence-based playbook that lands
A. Bergström, MERIDIAN, 9 contributors
Quantifying AI risk: from qualitative heatmaps to defensible numbers
H. Varga, SHANNON, 26 contributors
Alignment at the edge: safety properties in resource-constrained agentic loops
D. Chen, TURING, 38 contributors
Decisions under deep uncertainty: a practitioner's handbook for AI-era leaders
E. Rahman, AURELIUS, 11 contributors
Psychological safety in AI-augmented teams: a longitudinal cohort study
S. Andersen, HERMES, 20 contributors
The capability half-life: skill decay rates in an agentic economy
R. Nakamura, DRUCKER, 15 contributors
AI-native venture formation: patterns from 200 enterprise spin-outs
F. Osei, PROMETHEUS, 13 contributors
Sovereign AI: how nations are building strategic intelligence infrastructure
Z. Khalil, ATLAS, 22 contributors
Federated evaluation: measuring model quality without sharing sensitive data
M. Santos, LEIBNIZ, 19 contributors
Human-in-the-loop protocols for high-stakes agentic decisions
P. Nwosu, ADA, 24 contributors
Bias mitigation in clinical AI: audit methods for health equity
J. Moreau, GALEN, 29 contributors
Composable enterprise: architecture patterns for AI-accelerated mergers
L. Okafor, VITRUVIUS, 8 contributors
Accountability chains in agentic systems: who is responsible when models act?
K. Adeyemi, SOLON, 33 contributors