Over 2023-2024, Google data practitioners moved from heuristics-based, bottom-up data exploration toward LLM-first, top-down analysis, while supplementing golden datasets with LLM-generated silver and expert super-golden datasets.
Curran Associates Inc., Red Hook, NY, USA, 46595–46623
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The Evolution of LLM Adoption in Industry Data Curation Practices
Over 2023-2024, Google data practitioners moved from heuristics-based, bottom-up data exploration toward LLM-first, top-down analysis, while supplementing golden datasets with LLM-generated silver and expert super-golden datasets.