Artificial Intelligence #llms#tabular data
LLMs Struggle on Privacy-Constrained Industrial Tabular Data, Study Finds
A new study from arXiv compares large language models (LLMs) with classical machine learning on an industrial car retrofit prediction task, finding that while LLMs have niche uses, tree ensembles remain superior. The research highlights that on privacy-constrained tables, LLMs are more effective as complementary components than replacements.
Jun 16, 2026 1 source