🛡️HardAlignment & SafetyPREMIUM

Constitutional AI & Red Teaming

Understand how Constitutional AI replaces human feedback with AI self-supervision, and explore automated red teaming strategies for scalable model alignment.

What you'll master

Constitutional AI critique-revision loop

Principle-based self-improvement

Automated red teaming strategies

Adversarial prompt generation

Safety evaluation benchmarks

RLAIF (Reinforcement Learning from AI Feedback)

SL-CAI (Supervised Learning CAI)

Gradient-based attacks (GCG)

Multi-turn jailbreak detection

Defense-in-depth architecture

Hard35 min readIncludes code examples, architecture diagrams, and expert-level follow-up questions.

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Code examplesArchitecture diagramsModel answersScoring rubricCommon pitfallsFollow-up Q&A

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