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In this discussion recorded for the Computer Weekly Developer Network (CWDN), Andrea Mirabile, global director of AI research at Zebra Technologies, discusses the use of Low-Level Machine Learning (LLM) models. He recommends that developers should begin with LLMs behind APIs such as those offered by OpenAI, Google, Microsoft and Anthropics for streamlined development. For researchers, opting for smaller models is advisable due to the shorter training time for smaller models. Mirabile also discusses the need for a wider grounding in Machine Learning (ML) algorithm knowledge for the average programmer and the potential of low-code tools.