Huawei needs its own algorithms to succeed in AI

Written by on September 11, 2017 in Guest Blog with 0 Comments

By Montri Nipitvittaya /

Huawei abandoned its habit of launching a new phone at IFA 2017 and instead focused on a new chipset called the Kirin 970 that promises all usual the bells and whistles as well as artificial intelligence.

Huawei made some bold claims regarding its hardware performance as well as power efficiency thanks to its 10nm geometry but I get the impression that it intends to drive differentiation through its embedded neural processing unit (NPU).

  • This is a part of the chipset that has been specifically designed to run AI algorithms more quickly and more efficiently than running them on the CPU or in the cloud.
  • The result should be faster processing of AI tasks resulting in better services that drain the battery less.
  • This is all well and good but what really matters is what users of Huawei devices will notice, to whom they will attribute the value created and for what they will pay.
  • The Kirin 970 NPU supports Huawei’s own APIs as well as Google’s TensorFlow and Facebook’s Caffe 2 meaning that AI created by these two ecosystems will also run optimally on the NPU.
  • The idea is that the algorithms are created in the cloud, downloaded to the device where they run locally improving both speed as well as privacy as the data will not leave the device.
  • I have long believed that this type of AI will be limited to functions where the algorithms are very well established.
  • In the early days this is likely to be image processing such as facial recognition or computer vision.
  • This is where I think Huawei will begin to struggle as I believe that it has very little AI of its own, meaning that the Kirin 970 will spend almost all of its time processing the AI of others.
  • The AI of others will be running on the devices of all of Huawei’s competitors meaning that Huawei will be competing purely in hardware performance.
  • When other chipmakers come to market with their own NPUs, it will then be a straight fight based on hardware performance.
  • When it comes to AI, users are going to place value of the depth, richness and intuitiveness of the services themselves meaning that to improve its differentiation, this is where Huawei needs to compete.
  • Of this there is no sign meaning that while the Kirin 970 may help Huawei increase market share, it will do nothing to enable it to increase the prices of its phones.
  • The net result is that until Huawei can outsell Samsung by a factor of 2 to 1 in terms of volume, it will really struggle to increase its margins beyond the 2-4% that everyone else (except Samsung) is stuck with.
  • Google is the only company that really makes money from Android but I continue to be cautious as its valuation is already pretty full.
  • Tencent, Baidu and Microsoft remain my top choices.

This article was first published on RadioFreeMobile.

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About the Author

About the Author: Dr Richard Windsor is the founder of Radio Free Mobile which is an independent research provider. The research helps clients to understand and evaluate the players in the digital ecosystem and presents a unique perspective on how all the pieces fit together in an easy to read and digest way. The product is available on a subscription basis and counts members of the handset, telecom carrier, Internet, semiconductor and financial industries as its subscribers. RFM is the land of the one man band meaning that Dr. W. also makes the tea. .


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