When South Korea’s reigning Go master was beaten by artificial intelligence last year I published a column about the future of law. While a computer defeating a gaming champion seemed innocuous enough, the gravity of that event, given the complexity of Go, was significant. It has flow-on effects for all businesses, including law firms.
Little over a year later, a Google-powered AI has just defeated China’s best Go player, Ke Jie, who is also the world’s No.1 player. It demonstrates the continued...
At Google, we have successfully applied deep learning models to many applications, from image recognition to speech recognition to machine translation. Typically, our machine learning models are painstakingly designed by a team of engineers and scientists. This process of manually designing machine learning models is difficult because the search space of all possible models can be combinatorially large — a typical 10-layer network can have ~1010 candidate networks! For this reason, the process...
Dylan Minor (Northwestern-Kellogg), Nicola Persico (same), and Deborah M. Weiss (Northwestern Law) have just posted on SSRN their article Criminal Background and Job Performance. Here's the abstract:
Job applicants with criminal records are much less likely than others to obtain legitimate employment, a problem that recent legislation, including Ban the Box, has attempted to address. The success of any remedial strategy depends on why hiring firms impose a hiring penalty and whether their concerns...
Possibly the most useful for day-to-day life is Google Lens, which is effectively the existing “point your camera and click for a relevant search” technology, but working almost instantaneously and with less need to use menus and text input to say what you want to know. According to Google, examples would include pointing the camera at a foreign menu for instant translation (without the need to install or fire up the Translate app) or pointing it at a flower for an instant species identification.
The...
Although many people claim we have entered the era of big data, research firms tell us that most collected information is never used. It sits uncleaned, unanalyzed, unused in databases.
But when data analytics is used successfully, organizations reap the benefits. Financial services firms are using digital information about their customers to offer them a whole new range of customized products under the category of fintech. Cities are using data from Google Street View to guide economic development....