machine learning models ↔ Large Language Models

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related 0.10 — supporting 1 fact

Large Language Models and machine learning models are related as distinct categories of artificial intelligence that are compared by Piers Fawkes regarding their respective limitations in depth and breadth of application [1].

Facts (1)

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Designing Knowledge Graphs for AI Reasoning, Not Guesswork linkedin.com Piers Fawkes · LinkedIn 1 fact

claimPiers Fawkes asserts that current Large Language Models (LLMs) fail to provide sufficient depth because they flatten tables into text, while task-specific machine learning models fail to provide sufficient breadth because they are built one use case at a time.