<ul><li>Guardrail layers are crucial in the responsible use of Language Models (LLMs), such as OpenAI's GPT-3, to ensure safety, ethical compliance, and context control.</li><li>The guardrail layer prevents the generation of harmful or offensive content, filters out sensitive topics or toxic language, and ensures compliance with ethical guidelines and legal requirements.</li><li>It also implements custom business rules, protects against dangerous recommendations, and detects and mitigates hallucinations or false information provided by the LLMs.</li><li>Guardrail layers can be implemented through input and output filtering, rule-based constraints, external API integrations, human-in-the-loop systems, and reinforcement learning from human feedback.</li></ul>

What is Guardrail in LLM

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