WL13: Statistical Issues with Large Language Models

Music City Center 

This discussion will examine the many roles that statisticians can playing in helping to midwife the emergence of large language models (LLMs). LLMs appear to be transformative technology, and our topics will include risk analysis of LLMs, the "psychometrics" of AI systems, and the potential economic, social, and educational impacts of LLMs.

GPT-4

Risk Analysis

Psychometrics

Generative AI 

Section on Text Analysis