Specialization Beats Scale: A Strategic Variable Most AI Procurement Decisions Overlook

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Hugging Face argues that for enterprise use cases, specialized small models are consistently outperforming massive general-purpose LLMs in cost and accuracy. Companies are shifting away from 'one model to rule them all' in favor of efficient, domain-specific architectures trained on high-quality private data.