~/talk

The Power of Community: Insights and Opportunities

Talkat USENIX Security '25 · 2025-08-13..08-15· [security]
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slides:none on file

RSAC aggregates 45,000 registrants, ~3,000 speaker submissions and a 1,500-person program committee and runs an innovation sandbox and Shark Tank–style contest (top finalists reportedly get $5M each). Analysis shows agentic and generative AI surging in interest, predicting AI dominates top topics by 2026; controlled tests send thousands of security questions to humans and models and find AI models score ~90% (open-source models reach near‑100% on easy/medium), a 5–30% advantage over humans by category.

AI-written summary · about

  1. 0:00Focusing on people
  2. 2:04Analyzing community data
  3. 4:12Identifying industry signals
  4. 7:17Predicting technology trends
  5. 9:54Deep dive into sector shifts
  6. 13:37Leadership development
  7. 15:31Humans versus AI performance
  8. 17:50Community in the loop
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