Jan 27th 2014, 14:19, by Darrell Etherington
Google seems to have paid at least $500 million to acquired DeepMind, an artificial intelligence startup that has a number of high-profile investors, and that has demoed tech that shows computers playing video games in ways very similar to human players. Facebook reportedly also tried to buy the company, and the question on most people’s minds is “Why?”
More intelligent computing means more insightful data gathering and analysis, of course. Any old computer can collect information, and even do some basic analytics work in terms of comparing and contrasting it to other sets of data, and then drawing simple conclusions where causal or correlational factors are plainly obvious. But it still takes human analysts to make meaning from all that data, and to select the significant information from the huge, indiscriminate firehose of consumer data that comes in every day.
AI and machine learning expertise can help improve the efficiency and quality of data gathered by Google and other companies who rely on said information, but it can also set the company up for the next major stage in computing interaction: turning the Internet of Things into the Internet of Companions. Google is hard at work on tech that will make even more of our lives computer-centric, including driverless cars and humanoid robots to take over routine tasks like parcel delivery, but all those new opportunities for computer interaction need a better interface if they’re to become trusted and widely used.
I'm still guessing that Google's robot play is a transportation network—
Chad Catacchio (@chadcat) January 27, 2014
Google has already been working on building software and tech than anticipates the needs of a user and acts as a kind of personal valet. Google Now parses information from your Gmail and search history to predict what you’ll ask about and provide the information in advance. Now has steadily been growing smart and incorporating more data sources, but it still has plenty of room for improvement, and there’s no better way to anticipate a human’s needs than with a computer that thinks like one.
Another key component of Google’s future strategy has to do with hardware. The company’s last high-profile acquisition was Nest Labs, which it bought for $3.2 billion in cash earlier this month. Nest’s smart thermostat also uses a significant amount of machine learning to help anticipate the schedule and needs of its users, which is something that DeepMind could assist with on a basic level. But there’s a larger opportunity, as once again a more human element could help make the Internet of Things a more accessible concept for the average user.
We’ve seen little beyond computers that can play video games from DeepMind, but that demonstration speaks volumes about what Google can do with the company. Robotics and hardware investments like those already made by the company are interesting, to be sure, but DeepMind is in many ways the thread that will draw all these separate initiatives together: There’s an adoption disconnect between technically impressive innovations, and convincing everyday end users to actually embrace them. DeepMind could help humanize tech that seems otherwise deeply impersonal (and in the case of self-driving cars, even anti-human) in a way that spurs uptake.
More human machines could be a big reason why Google has reportedly created an ethics board to supervise the use of DeepMind’s AI tech. Google probably isn’t that worried about the possibility of accidentally creating SkyNet, but when you start building computing devices that think and act like humans, you’re bound to get into fraught moral territory. Both in terms of both what said tech can learn and know about its users, as well as what, if any, responsibility we have to treat said tech differently than any standard computer.
Depending on your view of Google and what it does, the DeepMind acquisition is either troubling or exciting. Of course, it has the potential to be both, as does any potential advancement in AI and machine learning, but I can’t help but be enthralled by the possibilities of the picture Google is painting with its latest big-picture moves. More than any other, they seem to be committed to a future that lives up to the vision of the science fiction blockbusters we all grew up with, and it’s impossible to deny the allure of that kind of ambition.
No comments:
Post a Comment