After years of being on the verge of arriving, the AI revolution is here, says Heavy Reading Senior Analyst Steve Bell.
"There's a saying that AI is going to be big in the next ten years, but they've been saying that for the last 20 years," the Heavy Reading man said in a wide-ranging interview with Light Reading.
Whenever there's a breakthrough in an aspect of computing -- storage, compute or programming -- pundits have predicted a breakthrough in AI would follow, only to be disappointed, Bell said. But this time it's happening -- not soon, but now -- driven by multiple compute breakthroughs at once: increased compute power, natural language processing, computer vision, Internet of Things and emerging software development kits and platforms.
And the emerging technology is driving adoption, Bell says. "More people are looking at AI, because of the fact that visual recognition and using voice as an interface makes processing data and commanding what you want that much easier." A combination of developments, rather than a single breakthrough, are driving adoption.
Bell sees tremendous opportunity in the combination of AI and the Internet of Things. Combining AI with robots, smart devices, autonomous vehicles, autonomous mines, utilities and gas and oil production, both now and in the future, can lead to reduced cost, improved efficiency and a safer workplaces.
"Although it's called the Internet of Things, it's an Internet of data intelligence. It's the data that's generated from wearables, devices and sensors, using the data for monetization services and to enhance lifestyles and business operation, that is really the crux and value of the Internet of things," Bell says. "And that is where utilizing artificial intelligence -- machine learning and deep learning -- is coming together."
Additionally, AI is valuable in improving threat intelligence, with machines learning to identify patterns and anomalies -- particularly anomalies -- to detect threats and problems with networks and systems much faster, Bell says.
A shortage of AI specialists and data scientists is a roadblock to implementing AI. That's where companies such as Google (Nasdaq: GOOG), Microsoft Corp. (Nasdaq: MSFT) and Amazon.com Inc. (Nasdaq: AMZN) come in -- they are providing tools and platforms so developers don't have to reinvent the wheel to take advantage of AI, Bell says. For example, Google bought DeepMind Technologies to provide AI technology, at a cost of more than $500 million, in 2014.
Similarly, AI services such as Amazon Alexa, Google's assistant, and Microsoft Cortana are available as platform interfaces that developers can build apps for, Bell says.
AI is a natural domain for cloud providers. "What do cloud providers have a lot of? Data," Bell says. AI can help cloud providers and their customers mine data, and combine unstructured data. "Humans are good at finding patterns, but they are not good at using vast amounts of unstructured data, sifting it and creating patterns and connections that aren't obvious," Bell says. Google and Bing search engines have been doing that for years, and AI is a natural extension.
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But telcos don't have to be left behind. AI creates an opportunity for service providers to create business value for customers -- or to get overtaken, if cloud providers end up making all the advances, Bell says.
Savvy operators can command the "virtual edge," combining AI-driven security with virtualization and software-defined networking connecting the operators' own networks with the enterprise.
AT&T is providing a model for success with its Threat Intellect program, where it's analyzing data flowing over the network to provide value-add service to the enterprise and cloud operators. AT&T is in deals with IBM, Microsoft and AWS to provide secure threat intelligence capability. (See AT&T Unveils Powerful New Security Platform.)
— Mitch Wagner, , Editor, Light Reading Enterprise Cloud
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