Iterative Constitution Refinement

Anthropic's principle-guided AI alignment methodology.

Unique: Provides a systematic approach to improving constitutional principles based on evaluation feedback, treating constitution design as an iterative process rather than a one-time specification

vs others: More principled than ad-hoc safety improvements because changes are tied to evaluation results, but more expensive than static constitutions because each iteration requires retraining