Google enters its annual I/O developer conference trailing competitors in the foundation model race. The company must now prove its technical lead after a year of reactive releases. Expectations center on deeper Gemini integration across the workspace. Developers need concrete evidence that Google can outpace OpenAI and Anthropic in agentic capabilities.