Staring up at the Stars

What does it actually mean to extract insight from words? Most natural language processing tools claim to transform massive volumes of text into actionable data. But in doing so, they often discard the very thing that makes language powerful: meaning. Instead, they measure what’s easiest—topics, sentiment scores, and shallow similarity.