Content by angela argentati, matthew dressman, habiba mohamed and microsoft ai security (1)

Observability for AI Systems: Strengthening visibility for proactive risk detection

Angela Argentati, Matthew Dressman, Habiba Mohamed, and Microsoft AI Security explain why AI observability (beyond classic uptime/latency monitoring) is now a core requirement for securing GenAI and agentic systems, and outline concrete SDL steps—instrumentation, context capture, baselines, and governance—using tools like OpenTelemetry and Azure Monitor.
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