Large language models are being explored for their potential as reasoning engines, with various approaches being developed to enhance their abilities. These models are being applied in fields such as healthcare, where they may improve predictive analytics and outcome prediction, as well as in telecom and other areas. The development of enhanced large language models is also being supported by advancements in related technologies, including quantum computing and specialized hardware.