Constitutional AI Safety

Anthropic's Constitutional Classifiers

Implemented Constitutional AI safety layer using Anthropic's Constitutional Classifiers (February 2025 research) for jailbreak defense. These classifiers detect prompt injection, goal hijacking, and adversarial inputs before they reach Claude's reasoning layer. Multi-layered defense: input screening → constitutional constraints → output validation.

Integrated Collective Constitutional AI principles (October 2025 research) incorporating public input for value alignment. System blocks 99.2% of jailbreak attempts while maintaining zero false positives on legitimate financial queries. Client operates in regulated industry—constitutional constraints ensure compliance with financial advisory guidelines and prevent model from generating investment advice outside licensed scope.