At Google I/O 2026, Google unveiled Gemini Spark - an always-on AI agent designed to proactively help across apps, files, and workflows. From organizing tasks and summarizing information to understanding natural conversations and working directly across macOS, this is Google's biggest push yet toward truly "agentic AI."