Agent Architecture Evolution: Gemini 3.6 Flash Hooks, GPT-Live Realtime Voice, and Local Edge Agents
August 5, 2026 news analysis: Google updates Gemini Managed Agents, OpenAI details GPT-Live realtime voice architecture, and local agent models hit edge devices.