The future of SLMs looks promising, with ongoing research pushing the boundaries of what’s possible with compact models. H2O.ai’s success with Mississippi suggests we’re just beginning to understand how specialized architectures can overcome the limitations of model size. As more organizations recognize the advantages of SLMs, we’re likely to see increased innovation in model efficiency and specialization.