The technology world is looking at ways to make everything more efficient. The question is, will this be good for the many, or the mighty few?
Earlier this month, General Electric announced it was selling GE Capital, its financial arm. With less fanfare, G.E. also unveiled plans for computer-connected L.E.D. streetlights, so cities can collect and analyze performance data, for lower costs and better safety.
GE Capital was a huge profit center after the financial deregulation of the 1980s, but that was then. Sensor-rich lights, to be found eventually in offices and homes, are for a company that will sell knowledge of behavior as much as physical objects.
“The next generation of bulbs have a life cycle of 20 years; we can’t think of that as a transactional business anymore,” said Bill Ruh, the head of G.E.’s software center. “We can put cameras and more sensors on these, and measure motion, heat, air quality.” Retailers might want such lights to steer shoppers, he said, while consumers could better learn about their electricity consumption.
This sensor explosion is only starting: Huawei, a Chinese maker of computing and communications equipment with $47 billion in revenue, estimates that by 2025 over 100 billion things, including smartphones, vehicles, appliances and industrial equipment, will be connected to cloud computing systems.
The Internet will be almost fused with the physical world. The way Google now looks at online clicks to figure out what ad to next put in front of you will become the way companies gain once-hidden insights into the patterns of nature and society.
G.E., Google and others expect that knowing and manipulating these patterns is the heart of a new era of global efficiency, centered on machines that learn and predict what is likely to happen next.
“The core thing Google is doing is machine learning,” Eric Schmidt, Google’s executive chairman, said at an industry event on Wednesday. Sensor-rich self-driving cars, connected thermostats or wearable computers, he said, are part of Google’s plan “to do things that are likely to be big in five to 10 years. It just seems like automation and artificial intelligence makes people more productive, and smarter.”
Not only that, but big tech companies have also decided that supplying the means for others to analyze data is going to be a big business, too. Amazon, which last week stunned Wall Street with word that its online sales of computing were a $5 billion annual business vastly more profitable than the rest of the company, has started selling data analysis tools as part of its service.
Microsoft, which over the years invested billions in machine learning, last summer offered a service others can rent on the Microsoft cloud. IBM, rushing to catch up, has put Watson, its “Jeopardy!”-winning computer, in the cloud for others to use.
What we may be seeing here is a repeat of what happened in online search, the original big digital pattern-finding business. Google won that business partly by investing heavily in almost every aspect of computer science, until only Microsoft could afford to keep up.
The great data science companies of our sensor-packed world will have experts in arcane reaches of statistics, computer science, networking, visualization and database systems, among other fields. Graduates in those areas are already in high demand.
Nor is data analysis just a question of computing skills; data access is also critically important. As a general rule, the larger and richer a data set a company has, the better its predictions become.
Read more: The Sensor-Rich, Data-Scooping Future
The Latest on: Data collection
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