Constitution Guided Behavior Shaping

via “constitution-guided behavior shaping”

Anthropic's principle-guided AI alignment methodology.

Unique: Encodes safety and behavioral rules as explicit text principles rather than implicit patterns, making the training process auditable and allowing organizations to define custom behavioral rules that are systematically enforced during model training

vs others: More transparent and auditable than RLHF because principles are explicit and human-readable, and more flexible than hard-coded rules because principles can be adjusted and retrained without code changes