Constitutional AIResearch
Evaluating how explicit value constraints can be implemented, measured, and audited in real-world AI systems.
Research Focus Areas
Explicit Value Constraints
We study how documented constitutional principles, weighted rule sets with measurable compliance thresholds, affect AI system behavior and auditability.
Evidence-Based Evaluation
We examine how source credibility hierarchies, attribution requirements, and factual grounding criteria can be systematically implemented and measured.
Quantitative Compliance
We test evaluation frameworks with defined metrics and grading scales, enabling objective assessment of constitutional adherence.
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Research Collaboration
Explore partnerships in constitutional AI research and evidence-based system design.