Google released Gemini Omni 1.1 alongside new updates for Cohere Parse and Codex. These incremental updates focus on refining multimodal capabilities and improving persistent mode for developers. The changes offer marginal performance gains over previous iterations. Practitioners should test these versions for specific latency improvements in production environments.