Does the Silicon Valley giant's artificial intelligence acquisition of the dark war indicates that the AI ​​era has arrived?

With the continuous advancement of artificial intelligence research and development, Silicon Valley technology giants are rushing to buy artificial intelligence startups. According to the research report of CB Insights, a market research company, since 2011, nearly 140 private companies or enterprises that are committed to promoting the research and development of artificial intelligence technology have been acquired by internationally renowned technology companies, and there are more than 40 in 2016 alone. Related ventures were acquired.

Compared with the AI ​​(artificial intelligence) boom that has just emerged in the domestic market, overseas technology giants have already launched a series of acquisitions to acquire artificial intelligence companies that have unique technological attainments. The result of big fish eating small fish is artificial intelligence. The core technology is gradually moving closer to several big technology giants such as Google, Apple, FaceBook, Amazon, and Intel. The hundreds of millions of dollars in acquisitions are not in the minority, even if the Internet giants such as domestic BAT are weak.

Through these acquired companies, we can also see which companies are extremely valuable in the wave of artificial intelligence.

In order to obtain the most advanced artificial intelligence solutions, giants in the Internet technology fields such as Google, IBM, Yahoo, Intel, Apple and Salesforce have quietly acquired private AI ventures in the past five years, which has triggered a The global AI acquisition boom.

According to CB Insights, Google is the most active member of the global corporate acquisition program. As of July 2016, it has acquired about 11 companies. Google has been a leader in the global artificial intelligence field in recent years.

Since 2011, among the many acquisitions of Google, the impact of the acquisition, including the acquisition of the University of Toronto's Department of Computer Science in 2013, deep learning and neutral network startup DNNresearch, this transaction helps Google its graphical search function A major upgrade was made. In 2014, Google spent about $600 million to acquire British startup DeepMind Technologies. This year, Google acquired Api.ai, an artificial intelligence platform for developing chat bots, and Moodstock, a visual search startup. Earlier this year, Google CEO Sundar Pichai said that Google's goal is to provide each user with their own Google services.

Paying close attention to artificial intelligence technology, the technology giants that are acquiring in this area also include Intel and Apple. Apple, which has always been silent about acquiring corporate strategies, recently acquired artificial intelligence companies Turi and Tuplejump. In early 2016, Apple also acquired a startup called EmoTIent, which develops technologies that sense the user's expression. In addition, Intel alone acquired three artificial intelligence startups in Itseez, Nervana Systems and Movidius in 2016.

Twitter completed four acquisitions in 2016, and one of the most recent acquisitions was image processing company Magic Pony.

Amazon acquired Orbeus, an artificial intelligence startup with picture recognition technology, in April this year.

Salesforce joined the global AI corporate acquisition boom last year and successfully acquired Tempo AI. The company acquired two startups in 2016, namely MetaMind supported by Kaipeng Huaying and PredicTIon, an open source server provider for Machine learning. IO.

Even South Korea's Samsung Electronics is not to be outdone, and recently acquired the startup Viv Labs to enter the artificial intelligence market. It is reported that Viv Labs is a startup that is committed to building an open artificial intelligence voice assistant platform. The founding member of the company is also the hero of Apple Siri behind the scenes. Their last company, after being acquired by Apple in 2010, helped Apple launch the Siri voice assistant. In 2012, several founding members founded the new company Viv Labs after Apple left.

Regardless of whether the AI ​​acquisition wave in recent years is just a capital bubble, the AI ​​era has already arrived. Here, we also take stock of some important acquisitions and related companies since 2016:

Intel acquisition event

Nervana Systems

Intel spent $400 million (about £300 million) on the acquisition of deep learning startup Nervana Systems. As a chip maker, Intel wants to implement machine learning in the silicon layer through Nervana Systems, rather than developing machine intelligence on graphics processing chips.

Itseez

In May of this year, Intel acquired Itseez, a startup that specializes in computer vision (CV) algorithms. Intel plans to leverage Itseez's expertise to create the Internet of Things (IoT) from cars to security systems. Prior to this, Intel acquired AI startup Saffron in October 2015.

Movidius

In September 2016, Intel announced that it will acquire computer vision startup Movidius, the company behind Google's Project Tango 3D sensor technology. The company will continue its original mission of “giving vision to machines” and will also work with Intel's Real Sense technology. Movidius can provide low-energy computer vision chipsets and has signed agreements with companies such as Google, Lenovo and DJI.

Salesforce acquisition event

Meta Mind

Cloud computing expert Salesforce is looking for ways to optimize its software products from its customer relationship management (CRM) platform to marketing cloud intelligence prediction and cloud service intelligence engines. As a result, Salesforce CEO Marc Benioff acquired its leading natural language processing startup, Meta Mind, in April, and later closed the division in May and gave its founder, Richard Socher, the chief scientist of Salesforce.

PrediciTIon IO&Beyond Core

In August, Meta Mind merged with the open source machine learning server and developer community Prediciton IO, which was acquired by Salesforce in February, and Beyond Core, a startup dedicated to machine learning analysis.

Prior to this, Salesforce acquired Min Hash, developer of AI Virtual Assistant AIL, in December last year, and acquired the smart calendar application Tempo.ai in June last year. This acquisition led to the creation of calendar products in the recent Salesforce inbox. .

Microsoft acquisition event

Genee

In August 2016, Microsoft acquired Genee, a two-and-a-half-year-old startup. Its main product is a smart scheduler with AI technology. Co-founders BenCheung and CharlesLee will bring their expertise to Microsoft, but their product projects will be suspended, and they expect to incorporate Genee's technology into Office365, perhaps for deeper integration of their smart assistants Cortana and Outlook. application.

Wand Lab

Microsoft acquired the natural language information platform Wand Labs in late June, and also called the company's existing product projects to focus on Microsoft products (Cortana).

SwiftKey

Earlier this year, Microsoft spent $250 million to acquire London-based startup SwiftKey, a product that allows keyboard input to learn and remember user input habits and adjust accordingly.

Apple acquisition event

Turi

The Seattle-based startup Turi and its machine learning platform for developers and data scientists were acquired in August with a $200 million acquisition. Tools developed by Turi enable developers to easily embed machine learning capabilities into applications such as recommendation engines, sentiment analysis and churn models.

EmoTIent

AI startup Emotient, which was acquired earlier this year. The company is headquartered in San Diego and uses artificial intelligence to read facial expressions in pictures. In 2015, Apple also acquired Perceptio and British startup VocalIQ, both of which focus on AI technology for smartphones.

Tuplejump

Apple confirmed the acquisition of Tuplejump, a start-up from India, in September this year. The company's main job is to store, process, query data and visualize data. It is reported that Apple is particularly interested in the open source project FiloDB developed by Tuplejump, which can effectively apply machine learning concepts and analysis to a large amount of complex data.

Twitter acquisition event

MagicPony

Twitter bought the London startup MagicPony in June for a staggering £150 million, and it has always been committed to developing tools that can apply machine learning to images and videos. The acquisition is based on the acquisition of machine learning startup Madbits (July 2014) and the acquisition of Whetlab (June 2015).

eBay acquisition event

Expertmaker

In May 2016, eBay announced the acquisition of Expertmaker, a Swedish company that uses machine learning for big data analytics, while eBay said it acquired Expertmaker to give the platform the power of artificial intelligence and big data analytics. Expand your business.

Sales Predict

Sales Predict is an Israeli customer buying and selling conversion analysis company. eBay acquired Sales Predict in July this year, and several members of the Sales Predict team will join eBay's structured data team. eBay said that the addition of Sales Predict will help companies apply world-class machine learning methods to build the world's most comprehensive product targets and pricing guidelines.

Oracle acquisition event

Crosswise

Big data giant Oracle (Oracle) announced the acquisition of Israeli big data company Crosswise in April. Crosswise is a cross-device advertising company that recognizes the different devices owned by the same user and pushes ads that are of interest to them. Oracle said the acquisition of Crosswise will help the company build a complete concept of consumer-to-device digital interaction.

Palerra

In September, Oracle announced the acquisition of Palerra, a cloud security startup founded by Rohit Gupta (Oracle CEO) and Ganesh Kirti (Oracle CTO). Palerra's main business is to provide secure automation for enterprise applications, covering not only the data in the application, but also the “data moving across services” and the multi-layered protection of services across infrastructure and software. The acquisition is to further promote cloud computing security.

Conclusion:

Artificial intelligence has become the biggest outlet in the global technology field in 2016. For the intelligent industry, the arrival of every technology turmoil is an opportunity to promote industrial transformation and upgrading. Today's global wave of artificial intelligence acquisitions is no exception. Many acquisitions are nothing more than to seize the dominant position in this field through mergers and acquisitions, and promote the development of technology in the field of artificial intelligence. However, how to vertically integrate artificial intelligence technology with the application-level smart industry is still unknown.

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