2025.12.09 - Igniting Ingenuity Lab Insights Webinar: Congrats on Your New AI System! Now What?

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AI systems need constant maintenance to provide accurate and precise results post-deployment. In critical infrastructure systems—where a system might be air gapped or completely segmented from the rest of the systems—questions arise of when do I know when my model needs to be updated? And how can I ensure my model is accurate and precise long-term? We present a method of quantifying resilience in post-deployment conditions using statistical methods and discuss how this method can be applied to determining when a model needs to be updated, including how long a model is accurate and precise, and how adversarial action influences resilience.

Date/Time: Tuesday Dec 9, 2025, 11:00am-12:00pm Noon Central

Speaker: Patience Yockey, Data Scientist Researcher and AI expert, INL

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Title of Presentation: Congrats on Your New AI System! Now What?

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Tuesday, October 14, 2025, 11:00am - Noon CDT - Igniting Ingenuity Lab Insights Webinar: OT Network Sensor Placement and Security Monitoring