How to Safeguard your generative AI applications in Azure AI
With Azure AI, you have a convenient one-stop-shop for building generative AI applications and putting responsible AI into practice. Watch this useful video to learn the basics of building, evaluating and monitoring a safety system that meets your organization's unique requirements and leads you to AI success.
Azure AI is a platform designed for building and safeguarding generative AI applications. It provides tools and resources to implement Responsible AI practices, allowing users to explore a model catalog, create safety systems, and monitor applications for harmful content.
How does Azure AI ensure content safety?
Azure AI includes Azure AI Content Safety, which monitors text and images for potentially harmful content such as violence, hate, and self-harm. Users can customize blocklists and adjust severity thresholds. Additional features like Prompt Shields and Groundedness Detection help identify and mitigate risks related to prompt injection attacks and ungrounded outputs.
How can I evaluate my AI application's safety?
Before deploying your application, you can use Azure AI Studio’s automated evaluations to assess your safety system. This includes testing for vulnerabilities and the potential to generate harmful content, with results provided as severity scores or natural language explanations to help identify and address risks effectively.
How to Safeguard your generative AI applications in Azure AI
published by Lemington Consulting
Lemington Consulting is an international information technology (I.T.) consulting company specializing in I.T. managed services and I.T. consulting for dynamic businesses, non-profit, and government organizations. With over thirty-five years of professional experience in the all areas of information technology, Lemington brings a high level of expertise to your information technology assets. Our solutions help your organization to facilitate growth, compete more effectively, reduce costs, and work more efficiently. Regional offices in Atlanta, Dallas, Fairfax, Miami, Tampa, and Jacksonville.
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