Content moderation

Scaling Meta's Multi-Agent Systems to a Billion Videos

Scaling Meta's Multi-Agent Systems to a Billion Videos

Meta's approach to solving modality misalignment and content theft in short-form video using a multi-agent system of smaller, specialized models instead of a single large LLM. The talk covers the architecture (Perceiver, Retriever, Reasoner), evaluation stack, and key cost-saving optimizations.

Digital Freedom, AI Regulation, and the Fight for the Western Internet | The a16z Show

Digital Freedom, AI Regulation, and the Fight for the Western Internet | The a16z Show

Under Secretary for Public Diplomacy Sarah Rogers discusses the critical intersection of AI, free speech, and national security. She outlines the shift from promoting internet freedom to combating censorship, the threat of foreign regulations to American tech, and the strategic importance of developing "AI with a Western soul" grounded in democratic values and the rule of law.