Arielle Weiss, Director of Strategy and Jin-Hee Lee, Bot Management Product Lead at Cloudflare, will provide a unique perspective on Content Independence Day one year later — highlighting how the landscape has shifted over the past year, including Cloudflare’s new bot classifications, enhanced analytics, and emerging pay-for-use models that help site owners control how AI systems access, use, and compensate for their content. She’ll also discuss Cloudflare’s recent research pilot with OpenAI, which explores how real-time network signals can improve AI search accuracy, freshness, and indexing across the web.