"Since the widespread introduction of large language models (LLMs), there has been a wave of research and a deluge of predictions about what artificial intelligence (AI) will mean for the labor market, and when. There has also been research—and considerable speculation—about how AI is affecting the labor market right now. None of this research is—nor could be—the last word. In this analysis, I review a selection of recent research and find that the evidence on how AI is affecting the labor market today is inconclusive, and claims about harmful impacts on particular groups of workers are premature.

There are three reasons why the nascent research on AI's impact on the labor market has barely scratched the surface, and why all the important questions about AI's effects on the labor market are still unanswered.

First is that the early research findings, which focus on how AI affects labor demand, are collectively inconclusive. Second is that any research findings based on current data on AI and the labor market are necessarily weak signals about the future. Third is that the existing research on labor demand is only one corner of the vast landscape of urgent AI research questions, and many plausible channels of impact on the labor market have been under-explored relative to labor demand.

There is an enormous opportunity and need for more research on the relationship between AI and the labor market—and better data. This analysis concludes with some principles for maximizing the value and usefulness of research on AI and the labor market."

https://www.piie.com/blogs/realtime-economics/2026/research-ai-and-labor-market-still-first-inning

#AI #Automation #GenerativeAI #LaborMarket #Productivity