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The Constitutional AI process consists of two steps: first, having the model self-critique and revise harmful responses according to the constitutional principles (supervised learning phase), then performing reinforcement learning based on the revised results (RLAIF, i.e., Reinforcement Learning from AI Feedback).
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9/12/2026
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UnverifiedConstitutional AI enables models to conduct self-criticism and revision by pre-defining a list of value principles, significantly reducing reliance on human-annotated data, and consists of two phases: supervised learning and reinforcement learning.78% similarUnverifiedConstitutional AI的核心机制是在RLHF基础上引入一组明确的宪法原则作为约束,模型生成回复后进行自我批评和自我修正72% similarUnverifiedImportant advances in AI safety such as inverse reinforcement learning and constitutional AI were both questioned for their practicality when first proposed.71% similarUnverifiedAnthropic的Constitutional AI方法论将约束规则内化为模型自我审查的原则69% similar
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