Dev Docs
Developer documentation, guides, and reference materials.
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Bear Brown
Humanitarians AI
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The Boyle System
Technical reference for the Boyle System — AI-assisted documentary infrastructure for scientific reproducibility. Covers MVAL protocol, corpus management, adaptive instructional design, and implementation roadmap for research labs, graduate programs, think tanks, and executive education.
reproducibility
MVAL
NotebookLM
RAG
adaptive learning
research documentation
AI education
multi-armed bandit
Humanitarians AI
Bear Brown
Medhavy Platform — White Label Architecture
Technical specification, pedagogical framework, and business model for deploying the Medhavy adaptive learning platform under institutional branding. Covers multi-tenant architecture, five learning approaches, content pipeline, and white label implementation roadmap for business schools, think tanks, K-12 networks, and professional associations.
white label
adaptive learning
Medhavy
multi-tenant
pedagogy
bandit architecture
edtech
executive education
content pipeline
Bear Brown
Humanitarians AI