Fig. 4: Pitfalls in implementing models specific to lower resource environments.
From: Moving towards vertically integrated artificial intelligence development

AI models may be trained in high-resource academic labs, and taken to low-resource environments where they fail for the reasons illustrated. A model-centric approach that does not consider real-world supply chain components is unlikely to be successful.