Hot Streaks through AI-Driven Analysis

The biggest impediment to understanding which elements trigger a hot streak was not being able to characterize creative works in a standard way across diferrent careers. 

Researchers from the Pennsylvania State University then developed a deep neural network for the three domains of cous: paintings, film, and science. Their AI system used visual-recognition technology to analyze creative artworks. 

The neural network enabled the researchers to capture the dimensions related to their career output in the context of exploration and exploitation.