DeepSeek-V3.1, the latest iteration of PremAI's hybrid model, combines speed and reasoning capabilities within a single system, designed to handle a wide range of enterprise applications efficiently. With an expanded context window of 128K, improved MoE routing, and ~37B active parameters per token, this model enhances performance on math and coding benchmarks, proving advantageous for real-world workloads. It offers dual-mode intelligence with a Stream Mode for quick tasks and a Reason Mode for complex, step-by-step logic, eliminating the need for multiple specialized models. DeepSeek-V3.1 is production-ready on PremAI, providing secure APIs and deployment options, making it particularly well-suited for enterprise scenarios such as coding, document processing, and compliance workflows. This model's versatility is further enhanced by its ability to integrate easily with the PremAI platform, allowing dynamic control over its cognitive effort to optimize for both speed and depth.