Google released Gemini Omni 1.1 alongside new updates for Cohere Parse and Codex. These incremental updates refine multimodal capabilities and document processing. Developers now have access to persistent mode in Codex for better coding workflows. The updates offer marginal improvements over previous versions rather than a fundamental shift in model architecture.