🛡️MediumAlignment & SafetyPREMIUM

Constitutional AI & Red Teaming

Master Constitutional AI's self-improvement loop and 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

Medium30 min readIncludes code examples, architecture diagrams, and expert-level follow-up questions.

Premium Content

Unlock the full breakdown with architecture diagrams, model answers, rubric scoring, and follow-up analysis.

Code examplesArchitecture diagramsModel answersScoring rubricCommon pitfallsFollow-up Q&A

Premium includes detailed model answers, architecture diagrams, scoring rubrics, and 64 additional articles.