While this paper was focused on language translation, it summed up the approach that has been essential to the success of Google’s core search service. Its insight, that “simple models and a lot of data trump more elaborate models based on less data,” has been fundamental to progress in field after field, and is at the heart of many Silicon Valley companies. It is even more central to the latest breakthroughs in artificial intelligence.

