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PRO WORKSHOP (ProductWorld): Building Bulletproof Products: Embracing AI Red Teaming
Tuesday February 11, 2025 3:00pm - 3:50pm PST
ProductWorld Main Stage
David Campbell, Scale AI, AI Risk Security Platform Lead

In this talk, we’ll trace the evolution of Red Teaming, from its traditional roots to the cutting-edge practice of AI Red Teaming, demonstrating how it’s shaping the future of Large Language Models (LLMs) and other AI technologies. Drawing from my experience leading the development and deployment of the largest generative red teaming platform to date, I’ll share compelling real-world examples and personal insights. We’ll dive into how adversarial red teaming strengthens AI systems across all layers—protecting platforms, businesses, and consumers alike. From securing external application interfaces to fortifying LLM guardrails and improving the internal security of AI algorithms, we’ll explore the critical role of adversarial strategies in safeguarding the evolving AI landscape. 
Speakers
avatar for David Campbell

David Campbell

AI Risk Security Platform Lead, Scale, AI
David Campbell is a seasoned technology leader with nearly 20 years of experience in Silicon Valley's startup ecosystem, now spearheading Responsible AI initiatives at Scale AI. As the Lead AI Risk Engineer, David has been pivotal in developing a cutting-edge AI Red Teaming platform... Read More →
Tuesday February 11, 2025 3:00pm - 3:50pm PST
ProductWorld Main Stage
  ProductWorld

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