# In a contributed article, Professor Robert Seamans and PhD candidate Manav Raj share insights from their research on AI's impact on various occupations

1 Faculty News August 12, 2019 ![SpringerOpen blog logo](/sites/default/files/styles/246w/public/assets/images/SpringerOpen-blog-logo-feature.jpg?itok=3jpfdZGv)>

Excerpt from [Forbes](http://blogs.springeropen.com/springeropen/2019/08/12/robots-and-the-workforce/) -- "Overall, our findings suggest that the effects of AI on labor are not uniform across occupations, and that access to complementary skills and technologies may play an important role in determining the impact of AI on occupations."

[Read more](http://blogs.springeropen.com/springeropen/2019/08/12/robots-and-the-workforce/)