From the course: CompTIA SecAI+ (CY0-001) Cert Prep

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Model guardrails

Model guardrails

From the course: CompTIA SecAI+ (CY0-001) Cert Prep

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Model guardrails

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Model guardrails are the technical and policy safeguards that keep an AI system operating safely. They ensure that the model behaves within acceptable limits, avoids harmful outputs, and follows security and ethical guidelines. In short, guardrails protect users, data, and organizations from unintended or unsafe behavior by AI systems. Guardrails can take many forms, depending on the system's purpose and risk. One form of protection is rule-based filtering. This method looks for specific keywords, phrases, or patterns that may indicate a problem. For example, a rule might block any message that includes a social security number or a forbidden topic. Rule-based filtering is simple to set up, but can sometimes be bypassed by someone using clever wording. To strengthen defenses, many organizations pair rule-based filters with automated content moderation. AI-powered content moderation often uses a secondary model to classify material as safe or unsafe. Many generative AI service…

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