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Model Collapse and Idiocracy: Ensuring the Future of AI Stays Intelligent - [IAIS-T10]
  • Tuesday, Mar 242:25 PM - 3:15 PM PDT
    Moscone West 2011
    Reserved Seating
Model collapse is the AI equivalent of the movie Idiocracy. When AI models are trained on low quality data, they experience irreversible defects; gradually losing accuracy. This presentation will demystify the technical reasons behind AI degradation, examine the security implications, and provide actionable guidance using NIST AI-RMF principles to ensure AI remains reliable and effective.

Session Participant(s)

Type/Format: Track Session
Topic/Track: Human Element, Privacy & Data Protection, Intersection of AI & Security, Securing All the Things
Pass Requirement: All AccessCISO Boot CampCyber Leaders ForumeFG All AccessESAFMedia: Press/AnalystSpeaker
Session Classification: General—Technical
Recording Status: Available On Demand