Preview versions of its latest major update just launched from DeepSeek. The Chinese startup follows a year of market volatility triggered by its previous releases. These updates aim to refine reasoning capabilities and efficiency. Developers can now test the new iterations to determine if the performance gains justify migrating from existing LLM workflows.