NVIDIA · NCP-GENL

The guardrail-limits thread

What a guardrail can and cannot do. Concentrated in M10: the three distinct guardrail rail types, disaggregated bias and fairness auditing, hallucination mitigation via grounding rather than elimination, and ongoing responsible-AI compliance monitoring.

NCPG-T4 · 5 lessons across 1 modules

  1. M10M10-01Guardrails: topical, safety/content, and security rails
  2. M10M10-02Measuring guardrail effectiveness and its latency/false-positive tradeoffs
  3. M10M10-03Bias and fairness auditing: disaggregated evaluation
  4. M10M10-04Hallucination mitigation: RAG grounding, constrained decoding, trustworthiness checks
  5. M10M10-05Responsible-AI monitoring and compliance

Part of the throughlines running across the NCP-GENL prep course.