papersSEP 12 04:00 UTC
AI Soccer Analyst Tool Supports Verifiable Human-AI Soccer Data Analysis
A new arXiv paper introduces AI Soccer Analyst, a system designed to help sports analysts work with soccer data through a stage-aware, verifiable human-AI collaboration workflow. The authors argue that while large language models make programming easier for analysts, prompt-to-report pipelines can hide the reasoning steps and supporting evidence behind conclusions. Their approach aims to keep the analysis process transparent and checkable by structuring collaboration around distinct stages.