The initial excitement surrounding large language models (LLMs) is fading, revealing a need for a more grounded approach. As many companies struggle to achieve positive outcomes with LLMs, a shift towards smaller, open-source models—known as small language models (SLMs)—is emerging, emphasizing their effectiveness for simpler tasks and fostering a more ethical and sustainable use of AI technology.