Phase 19: Capstone Projects
AI From Scratch/Lesson 15/25 hours

Capstone 15 — Constitutional Safety Harness + Red-Team Range

Anthropic's Constitutional Classifiers, Meta's Llama Guard 4, Google's ShieldGemma-2, NVIDIA's Nemotron 3 Content Safety, and X-Guard for multilingual coverage defined the 2026 safety-classifier stack. garak, PyRIT, NVIDIA Aegis, and promp...

CapstonePython (safety pipelinered team)YAML (policy configs)
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