insight-discovery

Tag

Cards List
#insight-discovery

Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities

arXiv cs.CL · 4d ago Cached

The article introduces DataGovBench, a benchmark derived from governmental open data, designed to evaluate LLMs on real-world data analysis tasks including table question answering and insight discovery. Experiments show current LLMs still underperform in complex data analytics scenarios.

0 favorites 0 likes
#insight-discovery

@nash_su: This feature has only been online for a day, and it has already amazed me several times. The active new discoveries generated by AI's automatic knowledge connection are truly astonishing. I read this article but didn't come up with these insights, yet the AI can accurately correlate and dig deeper. Note that the correlation analysis here is not simply asking the AI to find connections; behind it, I have integrated the sense-making theory proposed by Karl E. Weick, a master in organizational behavior, to truly harness knowledge.

X AI KOLs Timeline · 2026-05-17 Cached

The AI automatic knowledge connection feature, online for just one day, has already produced multiple stunning proactive discoveries. Based on the sense-making theory, it can accurately correlate and delve deeper.

0 favorites 0 likes
← Back to home

Submit Feedback