After search-centric companies, and then mobile-centric companies, here come AI-centric companies! Following the trend such as at IBM, The new strategic impetus at Google is the inclusion of Artificial Intelligence in all its services, with dramatic quality improvements.
This interesting NYTimes article ‘the Great AI awakening‘ is worth reading. It hightlights in particular the work of a particular division at Google called “Google Brain” with a focus on the usage of neural networks for deep machine learning and outcome quality improvements. According to the paper, in particular for the ‘Translate’ application, “the AI system has demonstrated overnight improvements roughly equal to the total gains the old one had accrued over its entire lifetime” (i.e. since 2006).
The paper also interestingly gives an account of the historical moves that have made machine learning based on neural networks mainstream in the past few years.
Let’s brace for similar improvements in a bunch of similar services that we are increasingly using in our daily life!…