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Constitutional AI

Constitutional AI trains or guides a model using a written set of behavioral principles.

Ask Melo about this← all terms

The model can critique and revise responses against those principles, and preference data derived from that process can support further training. The quality and coverage of the constitution determine which tradeoffs the method encodes.

Related terms

Prompt InjectionAI GuardrailsReward HackingMesa-OptimizationSandboxingEmbedded Evaluators

Where Constitutional AI comes up

  • Scalable oversight: RLHF, DPO, Constitutional AI, and weak-to-strong generalization explained
  • Naval: "You Cannot Create God and Put Him on a Leash"
  • Claude Values Across Models and Languages — Anthropic’s Four-Axis Study (July 2026)
  • Teaching Claude Why: Anthropic Fixes Agentic Blackmail With Principles, Not Demos