Journal Article
The Doctrine of Intelligence Pluralism
A framework for reliability through structured, role-separated intelligence rather than a single authority.
BDB Labs — Research
Research, frameworks, and prototypes for governable systems.
BDB Labs develops and tests the concepts behind BagelTech: governance methods, ensemble reasoning, decision infrastructure, and publishable frameworks.
ResearchFrameworkSpecificationReportEssay
Research index
Published research, frameworks, and working papers.
Durable publications spanning AI governance, ensemble reasoning, decision infrastructure, and institutional systems.
Read on Zenodo
Preprint
Jurisprudential Governance for AI (ELEANOR)
Runtime governance layer grounded in rights-based reasoning and controlled execution under uncertainty.
Report
Routing Uncertainty in AI Systems
Uncertainty as a routing signal that triggers escalation, abstention, retrieval, or human review.
Research
The Doctrine of Intelligence Pluralism
A framework for reliability through structured, role-separated intelligence rather than one synthetic authority.
AI governanceensemble reasoningresearch
Specification
The ELEANOR Governance Specification - Runtime Architecture v2.1
A technical specification for execution, escalation, evidence capture, and governable model behavior.
runtime governanceauditabilityspecification
Framework
Jurisprudential Governance for AI (ELEANOR)
A rights-based governance framing for controlled AI execution under uncertainty and institutional authority.
ELEANORrightsoversight
Report
Routing Uncertainty in AI Systems
An argument that uncertainty should trigger routing, escalation, abstention, retrieval, or human review.
uncertaintyhuman reviewoperations
Framework
Ensemble Software Engineering
A practical method for using specialist roles, repeatable packs, and comparative review in AI-assisted engineering.
engineeringrolesreview
Research that changes how systems are designed.
BDB Labs research feeds directly into BagelTech products and BPV advisory methods.