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Microsoft launches new Azure AI tools to cut out LLM safety and reliability risks

Beyond working to block out safety and security-threatening prompt injection attacks, Microsoft has also introduced tooling to focus on the reliability of gen AI apps.

Even with quality data, evaluations can be a complex and manual process, and development teams may find it difficult to interpret the results to inform effective mitigations,” Sarah Bird, chief product officer of Responsible AI at Microsoft, noted in a blog post Finally, when the app is in production, Microsoft will provide real-time monitoring to help developers keep a close eye on what inputs and outputs are triggering safety features like Prompt Shields. Using this level of visibility, developers will be able to understand harmful request trends over time and adjust their content filter configurations, controls as well as the broader application design for enhanced safety.

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