What is AI Guardrails?
TL;DR
Safety mechanisms that control AI output and prevent harmful or inappropriate content generation.
AI Guardrails: Definition & Explanation
AI Guardrails are safety mechanisms designed to prevent AI models from generating harmful, inappropriate, or unintended outputs. They encompass input filtering (detecting and blocking inappropriate requests), output filtering (safety checks on generated content), structured output enforcement (compliance with JSON schemas, etc.), and topic restrictions (refusing to respond to certain subjects). Frameworks such as NVIDIA NeMo Guardrails, Guardrails AI, and LangChain Guardrails are available for implementation. Guardrails are essential for enterprises deploying LLM applications in production to ensure brand safety and compliance.