Incorporating responsible AI tools into LLMOps helps tackle the challenges of advanced AI technologies like generative AI. Microsoft’s approach involves identifying and dealing with risks such as data security, harmful content generation, and vulnerabilities to attacks. They provide a structured method covering aspects like evaluating models, ensuring safety systems, guiding model behavior, and considering user experience to help developers handle these challenges effectively.
By using Azure AI Studio’s tools, developers can navigate these complexities step by step, from planning to implementation. They can evaluate models thoroughly, use safety features like Azure AI Content Safety, and create clear instructions for the AI. This ensures the development of AI solutions that are safe, reliable, and transparent, fostering a responsible AI culture in the development community.
