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1. The horizon released China's first embedded AI vision chip;
Horizon founder &ceo Yukei at the conference site
Set micro-Net December 20 report (reporter Zhang Yiqun) Two years after the establishment, the domestic artificial intelligence leader Horizon held a conference in Beijing, the launch of China's first embedded artificial intelligence vision chip, the Chinese artificial intelligence chip manufacturing a key step, it also means that two years after the establishment of the horizon in the field of artificial intelligence gathered innovative energy began to release.
Set foot on Ai China's ' sun ' journey '
The horizon launch includes a smart-driving journey of 1.0 processors and a smart-camera-oriented processor Sunrise, which is based on the Gaussian architecture and provides a one-stop solution for ' algorithm + chip + cloud '. And the Rising Sun, the journey of the name of the processor, shows the horizon on the path of artificial intelligence determination and expectations.
It is understood that the Journey 1.0 processor with the same time on pedestrians, motor vehicles, non-motorized vehicles, lane lines, traffic signs and traffic lights and other targets of accurate implementation of detection and recognition of the processing capacity, can be used for high-performance L2 level of Advanced Driving assistant System (ADAS).
And the Rising Sun 1.0 processor sets the international advanced depth Learning algorithm, with the front-end to achieve large-scale face detection tracking, video structured processing capabilities, can be widely used in intelligent cities, intelligent business and other scenarios.
According to Dr. Feng, the Horizon's chief Chip architect, the new processor has the advantage of being able to process 1080p@30 frames in real time and detect, identify, and track 200 targets per frame. At the same time, only 1.5W ultra-low power consumption, less than 30ms low latency, but also easy to mainstream application processor.
Feng revealed that at CES next January, the horizon will work with partners Intel to launch the Bernoulli architecture's second-generation processor product, which can handle 6-8-channel video, identification, prediction, pixel resolution, and support for multi-sensor Fusion. In 2019, the third-generation Horizon high performance AI processor based on the Bayesian architecture will be available, while processing 12-channel video will be the most powerful AI algorithm processor.
Horizon founder &ceo Yukei introduces Intelligent Transportation Solutions
The advantage of traffic commercial application is obvious
At this conference, the horizon also launched a smart driving, intelligent City, smart business three scenes of industry customers to provide ' algorithm + chip + cloud ' one-stop solution.
In the release process, the horizon shows the real-time face capture and recognition capabilities of a camera based on the Sun 1.0 processor, in the complex lighting environment, with a mobile camera from hundreds of people to identify the speaker-the Horizon chief chip architect Dr. Feng. And the field outside the exhibition set a real-time large-scale face capture experience, can capture more than hundred people at the same time.
In the wisdom of business, smart cameras can also achieve offline business operation data structure, to achieve passenger flow analysis, personnel ID management, human cargo analysis, so that business becomes easy to understand, to help the business operation system.
The field skyline shows the actual use of the solution in a shoe store, through the camera, to instantly identify customer identities, preferences, and action trails within the store.
The ultimate goal of the solution, says Horizon founder &ceo Yukei, is to turn the physical scene into a digital space, contributing to managing urban traffic and improving the efficiency of business operations.
An empowering person in the field of artificial intelligence
Horizon was founded in 2015, is China's first independent research and development of artificial intelligence chip and the first to achieve mass production flow tablets of artificial intelligence company, in the field of artificial intelligence in China, and the Cambrian, deep science and technology, such as the formation of a leading enterprise square. The latest chip in the horizon is seen as a pioneer in the field of artificial intelligence in China.
Professor of Computer Science, Tsinghua University, Zhang Yi, an academician of the Chinese Academy of Sciences, said that artificial intelligence has come today without the support of hardware in terms of speed and storage, but the traditional way is to design artificial intelligence algorithms and software on the basis of the existing computer structure and hardware base, which in the face of the depth of data-intensive computing The traditional hardware architecture will seriously affect efficiency.
Based on this, the artificial intelligence hardware design direction, is based on the scene uses the algorithm and the software to define the hardware, will the algorithm and the chip strong coupling, simultaneously carries on the two sides optimization, thus enhances the efficiency, reduces the power consumption, saves the cost. ' The latest product on the horizon is a groundbreaking step in that direction, ' Zhang Yi said.
Zhang Lei, founder and CEO of Gao Capital, said the Chinese artificial intelligence enterprise, represented by the horizon, has driven and built a group of industrial ecological environment, and become an empowering person in the field of artificial intelligence in China, which makes more traditional enterprises, the management mode can catch the artificial intelligence to improve and leap-forward development, more balanced, more tolerant, More temperature, is based on artificial intelligence technology as the representative of China's science and technology industry in the future direction of development, but also for the future participation of Chinese enterprises in global competition provides an opportunity.
2. Zhejiang release AI five-year plan: 2022 core industry scale of 50 billion;
This reporter Oscar Wilde Beijing report
Zhejiang provincial Government recently issued a new generation of artificial intelligence development planning in Zhejiang Province (hereinafter referred to as ' planning ').
The plan was considered at the 92nd meeting of the provincial government of Zhejiang province. Zhejiang Governor Jiangjian pointed out that artificial intelligence is the future basic research field and key technology application industry commanding Heights, is an important force of the new economic revolution.
Jiangjian proposed that we should focus on the development phase of artificial intelligence, such as computational intelligence, perceptual intelligence, cognitive intelligence, and organize and implement a number of major scientific research projects around cutting-edge theories, core technologies, support platforms, innovative applications, industrial development and other key areas, relying on the river laboratory and other high-end science and technology platform. Strive to create a global influence of artificial intelligence innovation Highland.
According to Zhejiang province's planning, and strive to 2022, the cultivation of 20 domestic influential artificial intelligence leader, the formation of artificial intelligence core industry scale of more than 50 billion yuan, to drive the relevant industrial scale of more than 500 billion yuan, for Zhejiang Artificial intelligence industry leading the country lay the foundation.
Strive to 2022, the layout of the construction of 5 research and development platform and promote to become a national artificial intelligence innovation platform, the expansion of artificial intelligence high-end talent team, become the national important artificial intelligence high level talent innovation entrepreneurial gathering place.
In this respect, China Artificial Intelligence Society under the Yu Youcheng of the 21st Century Economic Report analysis, the State Council issued a new generation of artificial Intelligence Development Plan, Shanghai issued a 3-year implementation of the opinion, but the preparation of five-year provincial-level industrial planning at present only Zhejiang.
Yu Youcheng said that the current Zhejiang in the Artificial Intelligence Foundation, and the artificial intelligence Advanced technology layout system consummation, will walk in the national Artificial intelligence pioneering innovation forefront.
Vigorously develop ' AI + '
According to the plan, Zhejiang proposed to vigorously develop ' AI + ', talk about expanding artificial intelligence in medical, financial, business, logistics, education, document creation, home and other consumer services, as well as security, automotive and other industrial applications.
Among them, in the Intelligent medical field, Zhejiang put forward the construction of Intelligent Hospital pilot, the first in cancer diseases and other diseases such as the establishment of auxiliary diagnosis and treatment, automatic diagnosis, medication recommendation, health warning and other services to achieve intelligent image recognition, pathological classification and intelligent multidisciplinary Consultation, accelerate the application of flexible wearable physiological monitoring system
21st century Economic report learned that as early as October 13, Alibaba and Zhejiang University Medical school affiliated first hospital, the second hospital, as well as Shanghai Jiaotong University Medical School affiliated Xinhua Hospital signed three hospitals, began to enter AI Medical.
Among them, Alibaba and an affiliated Institute of Zhejiang to develop artificial intelligence doctor, mainly as a professional physician assistant to play a role, and strive for 10 years will reduce the doctor half the workload.
Alibaba and Zhejiang, affiliated with the Second Institute of Artificial intelligence ' virtual patient ', medical staff can use this ' virtual patient ' to practiced, improve medicine; and Shanghai Xinhua Hospital cooperation: The use of large data, cloud platform, the whole process of mobile payment, to build ' Wisdom hospital '.
December 4, Zhejiang People's Hospital United Tencent, the establishment of artificial intelligence Medicine Joint Laboratory to explore artificial intelligence in the medical clinical field of the ' landing '. When the joint laboratory is established, it will also explore the development of artificial intelligence in the areas of Medicare payment, User Service, and create a ai+ medical service ecosystem.
According to the planning, in the field of intelligent logistics, Zhejiang put forward to improve the intelligent logistics distribution information Platform and service system, strengthen intelligent handling and handling, sorting packaging, processing and distribution of intelligent logistics equipment development and application, building a deep sense of intelligent warehousing system, improve the level and efficiency of warehouse operation and management.
At the same time, in the field of intelligent automobile manufacturing, make full use of Zhejiang in artificial intelligence technology, automobile manufacturing, new energy field of the first advantage, promote intelligent driving, complex environmental perception, vehicle intelligent equipment and other products research and application, plan to build intelligent Network Joint test site, accelerate the development of intelligent Automotive products market
"Intelligent logistics and smart cars will overlap effect, the current global photovoltaic focus on automatic driving technology is expected to take the lead in the logistics field to carry out applications." ' Pan Gu investment director of clean technology in the 21st Century Economic Report analysis, ' We see many startups are already in the development and even the introduction of unmanned logistics vehicles, so this superposition of changes in the field is worth the market expectations. '
It is noteworthy that the Ministry of Science and Technology recently announced the first batch of national new generation artificial Intelligence open innovation platform, including relying on the Zhejiang Enterprise Ali Cloud Company construction of the ET City brain.
According to the introduction, the urban brain is the world's largest artificial intelligence public system, the whole city can be a global real-time analysis. At present, the ET City brain has landed in Hangzhou, Suzhou and other areas. Hangzhou City Brain took over 128 traffic lights in Hangzhou, the pilot area of the passage time reduced 15.3%, elevated road travel time to save 4.6 points.
To this, the new generation of artificial Intelligence Strategy Advisory Committee member, Aliyun artificial intelligence chief scientist Min Wanli explained, Aliyun City Brain plan in 2018 to extend to the domestic 100 cities, in the future or have the supporting funds and other related policies to support SMEs to the national platform to do innovative research and development.
The industrial layout takes Hangzhou and Ningbo as the core
According to the plan, the Zhejiang provincial government made a detailed plan for the artificial intelligence industry layout.
The general idea is to Hangzhou West Branch of the Great Corridor, the national and provincial High-tech parks, High-tech Wood features small town, such as innovative carriers, accelerate the professional artificial Intelligence Park strategic, overall layout, the formation of Hangzhou, Ningbo as the core, the characteristics of the development of the pattern, promote the development of artificial intelligence cluster, Build the global Artificial intelligence innovation Enterprise Heights.
Zhejiang provincial government put forward, Hangzhou to speed up the construction of the future science and technology city of Hangzhou artificial intelligence town, Qingshanhu Science and Technology City micro-building small town, Hangzhou (binjiang) High-tech High-tech Industrial base in the new area, Qianjiang Century City, such as the industrial cluster of ABC industry platform, focusing on the development of novel communications Unmanned aerial vehicles and other intelligent terminals and basic products, and actively promote intelligent security, intelligent transportation, intelligent environmental protection, intelligence, medical and other intelligent application industries, and strive to build the national artificial intelligence industry cluster leading zone.
Ningbo key construction of Ningbo Hi-tech Zone intelligent Hardware Park, Yuyao intelligent New industry port, Ninghai intelligent car town, Beilun Smart chip base, Yinzhou Intelligent home appliances base and other industrial platforms, the development of intelligent robots, smart wearable equipment, intelligent manufacturing equipment, smart appliances, smart chips and other intelligent terminals and hardware and intelligent information materials, Accelerate the formation of artificial intelligence high-end manufacturing as the core of the industrial system.
Zhejiang Province Planning proposed that the other cities based on their respective basic conditions and development advantages, the development of Artificial intelligence action plan, pay attention to play High-tech Park, feature small town, ' double create ' base, etc., around artificial intelligence industry chain and innovation chain, perfect the incubator system, and actively plan to introduce and cultivate a number of major projects, strengthen financial, talent, Policy and other factors to optimize the allocation, promote the development of artificial intelligence industry cluster.
In this respect, Zhejiang Provincial Committee of Talent Office director Lia Zhiwen revealed that Zhejiang has formulated 12 policies to gather artificial intelligence talents. The plan uses five years time to gather 50 international top artificial Intelligence talented person, 500 science and technology entrepreneurship talented person, 1000 high-end research and development talented person, 10,000 engineers and technicians and 100,000 technical personnel.
In addition, Zhejiang Province, said that to encourage and support conditional city and county for national Artificial intelligence innovation and application pilot demonstration, support Deqing accelerate the construction of intelligent eco-city, striving for national artificial Intelligence Innovation application pilot demonstration counties. 21st Century Economic Report
3.2018 CES show AI will be again to absorb the application trend will change;
In recent years, artificial intelligence (AI) can be regarded as the most visible technology in various technology exhibitions, 2018 is expected to be the focus of the most attention, but from the CES Innovation award-winning products to be seen, the AI field trend has changed markedly. The website embedded reports that the New Year AI field will have two major trends, one is the mainstream consumer electronics products gradually integrated AI, no longer high-end devices unique. The second is that many products build AI rather than rely on the cloud, and these trends promote the promotion of intelligent applications. With the 2018 CES consumer electronics exhibition approaching, the 2018 Innovation Award products also received high attention. Home Robot assistant Buddy, for example, won the Best Innovation Award for robotics and drones. Buddy is equipped with 3D vision and multiple sensors, with the ability to assist, teach, entertain, and connect users, who will also be responsible for guarding their homes when they are at home. Buddy support technology is instant mapping and positioning, automatic anti-collision and crossover systems, and smart phone remote control functions. Because the SDK and most software are open resources, software and technology can be developed, so Buddy has the potential to learn new skills. Amaryllo's camera robot ar4x won the Smart City awards, equipped with embedded AI, able to identify human faces and other objects, and to determine whether they were family members, and then unlock their doors. Camera lens resolution of 1,080p, there is night vision function, through the Ethernet network to receive power, simple installation and save electricity. The quality of smartphone photography has recently increased dramatically, thanks to the new model of operational photography, deep learning and dual-lens integration, a company called Light that integrates these technologies into the product L16 camera and takes the lead in the CES Digital Image category. Light uses 16 small camera module arrays, each equipped with lenses, sensors and mirrors, to replace the use of large lenses and sensors like the DSLR camera. The camera takes at least 10 different modules, captures the same image from a slightly different angle and focal length, and then uses the intelligent processing technology to stitch all the images into a high-resolution image. The camera makes a depth map of the scene by calculating a slight difference in each photograph, angle and lens, which is the function of many back-processing jobs, such as the depth of the fields that change the focus. Unlike Tesla's autopilot, which is a high-end market, Nissan Motor has built ProPilot technology for the mass market, installing the technology in relatively inexpensive cars and promoting it in large quantities. ProPilot won the 2018 CES Award for Best vehicle Intelligence and autopilot technology innovation. ProPilot combines vision and radar sensors to support the intelligent cruise control and lane-keeping auxiliary system for single lane high-speed driving. When the lane sign is clearly visible, the control module will make the car turn, but the driver must be placed on the steering wheel to allow the system to operate. In addition to AI, augmented Reality (AR) and virtual Reality (VR), as well as unmanned aerial vehicles and other devices will also attract attention, but the award-winning products, AI, machine learning, precision algorithm is about to go into the daily life, so that most people can be useful. Many of these devices use small batteries or other power sources, and power saving will determine the capabilities of these devices and how they are charged. As these technologies evolve, electronic devices will be equipped with more cameras, sensors and microphones, but the power consumed will be more critical, and future opportunities will be limitless if these technologies are supported through efficient, low-power processing. Digitimes
4. 骁丽 long nerve processing engine, mobile phone QQ ' high-energy dance room ' to achieve artificial intelligence;
Set of micro-network news, recently, mobile phone QQ officially launched the ' High-energy Dance room ' function, the new function based on the Tencent AI Lab Computer Vision Center of the exclusive support of the ' Limb movement tracking ' technology to achieve, and combined with the Qualcomm 骁丽 long nerve processing engine (Snapdragon neural 處理 Engine, hereinafter referred to as SNPE) SDK, will provide more personalized content and user experience for young people to socialize.
Mobile QQ is one of the most popular mobile internet social apps in China. In the third quarter of 2017, QQ in the intelligent mobile terminals in the number of months live up to 652.9 million. Mobile QQ ' high-energy dance room ' function is Qualcomm and Tencent in the field of artificial intelligence for the first time, but also snpe in the Chinese Internet industry's first successful application. The cooperation between the two sides has realized the lightweight of artificial intelligence technology, bringing the leading experience of AI support to a larger and broader group of young users.
Through the SNPE SDK, this function can directly run the corresponding artificial intelligence neural network on the mobile phone without having to deal with it in the cloud. Specifically, users can record dancing short videos directly according to the on-screen cues and share interactive dance videos through the QQ social relations chain. Qualcomm SNPE provides high performance and energy efficient operating environments for high-energy dance studios, dramatically reducing human posture estimates, and allows users to enjoy a more fluid and fun dance experience.
Compared with artificial intelligence running in the cloud, it has many advantages, such as instant response, reliability improvement, privacy protection enhancement, and efficient utilization of network bandwidth. In order to make it easier for developers and OEMs to leverage heterogeneous computing on terminals, Qualcomm launched the SNPE in 2016 to enable OEMs and application developers to run their own neural network models on terminals such as smartphones, security cameras, automobiles and drones, which carry 骁丽 dragons. And there is no need to connect to the cloud to provide in-depth learning-driven experience, such as style conversion and filter (augmented reality), scene detection, facial recognition, natural language understanding, object tracking and avoidance, gesture and text recognition. SNPE is suitable for Yu Juanlong 600 and 800 series mobile platforms to support common depth learning frameworks such as Caffe, Caffe2 and TensorFlow, and provides support for custom layers. The SDK includes runtime software, libraries, APIs, offline model conversion tools, sample code, documentation, and debugging and benchmarking tools.
In addition to mobile phone QQ ' high-energy dance room ', there have been many developers using SNPE to support mobile AI application cases. For example, Facebook has announced plans to integrate SNPE into the camera features of Facebook applications to facilitate the implementation of augmented Reality (AR) features supported by Caffe2. Compared with the average CPU, Facebook can use SNPE to achieve a 5 times-fold performance boost based on the Adreno GPU, which enables smoother, seamless, and realistic AR feature applications when taking photos and live video.
In addition, a number of mobile terminals equipped with 骁丽 mobile platform have been implemented through the SNPE more advanced terminal side artificial intelligence experience. For example, OPPO r11s uses the commercial Tang technology miniaturization Innovation algorithm model and the SNPE perfect cooperation, fully exert the 骁丽 Dragon 660 mobile platform GPU, the DSP operation ability, has greatly promoted the r11s Artificial intelligence application Run-time processing speed, simultaneously reduces the power consumption. Taking the optimized photo experience as an example, the user can increase the portrait pattern and the background blur in the non networked State. Similarly, thanks to the SNPE supported by the 骁丽 835 mobile platform, 5T can intelligently match 128 features of the face, complete facial scans in just 0.4 seconds and face recognition, helping users to unlock their phones quickly and easily.
Qualcomm's 骁丽 845, which was just launched in early December this year, is the third-generation AI mobile platform of Qualcomm. Compared with the previous generation system-level chip (SoC), 骁丽 845 brings nearly three times times the overall performance improvement of AI. In addition to supporting the Google TensorFlow and Facebook Caffe/caffe2 Framework, the SNPE SDK adds support for TensorFlow Lite and new ONNX to help developers easily use the framework they choose, including Caffe2, CNTK and Mxnet.
5. US Light CEO: AI is about to start, now see only the tip of the iceberg;
MarketWatch reports that, in the face of the ' dram industry cycle nature has changed ' problem, the United States Optical Technology (Micron Marvell Inc.) CEO Sanjay Mehrotra (see photo) 19th in the interview, said the demand for the source (data center, cloud computing, GPU, machine learning) is very dispersed, and the past very different. Ai, he says, is just about to start, and now it's only a tip of the iceberg.
Mehrotra points out that the server market will remain the biggest source of growth for the next few years. In addition, the current size of unmanned vehicles will be an additional rapid growth area, with strong demand from the cloud to form a complementary. In the 2nd quarter of the fiscal year 2018, Non-gaap a diluted surplus of about 2.51 to 2.65 U.S. dollars, better than the 2018 fiscal year 1th quarter (as of November 30, 2017) of 2.45 U.S. dollars, revenue estimates about 687.2 billion U.S. dollars, Far superior to the FactSet survey of the 6.24 billion dollar market for average pre valuations.
On 19th, the U.S. stock market in the United States released 2018 fiscal year 1th quarter earnings: Revenue year 71% (10.8%) to 6.803 billion U.S. dollars; Non-GAAP (NON-GAAP) a diluted surplus of $2.45 per share, higher than USD 2.02 in the 4th quarter and $0.32 in the 1th quarter of fiscal year 2017.
In the 1th quarter, the United States raised $1.36 billion to repay 2.36 billion of billions of dollars of debt, thereby lowering the debt denomination to $9.34 billion (as of the end of the 1th quarter). As of the end of the quarter, the U.S.-light account of cash (including securities, restricted cash) for 6.61 billion U.S. dollars, more than three months ago, 6.15 billion U.S. dollars.
The newsletter shows that the US-light storage and storage solutions help drive subversive trends such as AI, machine learning and self-driving cars.
In October, the Nikkei Asia Review reported that Yaco (2408) General manager Li Pei said data center servers have replaced smart handsets as the strongest source of growth in the DRAM industry since this year. The next few years will be driven by AI applications such as Smart cars, Li Pei said, and data center servers would be the most important growth engine for DRAM demand.
The XQ Global winner quotation system shows that the Philadelphia Semiconductor index is a component of the US Light (MU). US) 19th The trend Rose 0.62%, 43.98 U.S. dollars, so far this year rose as much as 100.64%.
U.S. light 19th after the plate rose 5.39% to 46.35 U.S. dollars.
Intel (INTC. US), the United States Light Technology announced November 13, IM Flash B60 wafer Factory has completed the expansion project. The press release noted that the enlarged wafer plant will produce 3D xpoint storage media. The IM Flash joint venture, founded in 2006, manufactures Non-volatile storage for Intel and the US light.
"Data is becoming the most valuable asset for any enterprise, and that's why Intel's growth strategy focuses on data-related products (memory, field Programmable logic gate Array (FPGA) chips," said Krzanich, the Intel CEO, in an internal memo addressed to employees 19th. , the reason for the internet of Things (IOT), AI, autonomous driving). Fine News
6.AI will rob people's jobs ... But will it create more new jobs?
In 2020, 1.8 million jobs will be replaced by AI (AI), but AI will also create 2.3 million job opportunities ...
The International Research and Consultancy Institute, Gartner, says 1.8 million jobs will be replaced by AI in 2020, but at the same time, AI will create 2.3 million jobs and drive overall job opportunities growing.
Gartner points out that the number of jobs affected by AI will vary by industry; In the 2019, employment opportunities in the public and education sectors will continue to grow; Manufacturing will suffer the greatest impact. Since 2020, the number of jobs created by artificial intelligence will be sufficient to compensate for its replacement, and the number of net new jobs is expected to reach 2 million in 2025.
Svetlana Sicular, vice president of Gartner Research, said: ' Many of the major innovations in the past have experienced a transition to a jobless boom, but then they will recover and, following the transformation of the business, the future of artificial intelligence is likely to follow this route. '
Artificial intelligence will improve the productivity of many jobs, although it includes the replacement of millions of middle-and lower-level positions, but it also creates more than millions of highly skilled and management-related positions, even some of the entry-level and low-skilled jobs of a different nature.
Sicular further pointed out: ' Those who claim that the warning of mass unemployment, most of the artificial intelligence and automation confused, but it masks the greatest advantage of artificial intelligence-the enhancement of artificial intelligence (AI augmentation), that is, combining the human brain and artificial intelligence to make it complementary. '
In addition to paying attention to the estimated net new jobs, each investment in AI-related technology must consider which jobs will be replaced or added, and how this will change the way employees collaborate, make decisions and accomplish tasks.
Sicular: ' It's a good time to have an impact on the long-term direction of AI, and in order to get the most value, we have to focus on how to use artificial intelligence to empower people. In addition to enriching the content of human work, to redesign the old work projects, and create new industries, but also to change the corporate culture, so that the company can quickly adapt to the opportunities and threats posed by artificial intelligence. '
Artificial intelligence has been used in repetitive work projects, with a large number of analysis and observation results and decision-making to find a fixed pattern. Ai, on the other hand, is also about to be applied to lower-routine work that is less repetitive and more varied, bringing great benefits. This application is likely to assist rather than replace the artificial, because the combination of humans and machines will be more efficient than hiring professionals or using artificial intelligence machines alone.
Gartner's other forecasts for AI impact workplace include:
By the year 2022, 1 of every 5 people who work as a part-time worker will rely on artificial intelligence to do the job.
Craig Roth, vice president of Gartner Research, said: ' Using artificial intelligence to automatically produce status reports every week, or to filter out the top five important emails in a mailbox, doesn't feel like a cure, but that's why these applications haven't been noticed lately. Companies are just starting to use artificial intelligence to improve non-routine work and apply it to general-purpose tools. Once the knowledge worker integrates AI into the workflow and is used as a virtual secretary or Work-Study, the robot staff will become a necessary condition to enhance their competitiveness. '
Retailers will import artificial intelligence, robotics and other technologies, using intelligent process automation to identify, optimize and automate work-intensive and repetitive activities that are still being performed by human resources. This approach can improve the company's headquarters, distribution center has been to the efficiency of the store, thereby reducing labor costs. Many retailers have started to expand the use of related technologies to improve the checkout process in the shop.
In the 2022, it was difficult for multiple access retailers to replace their salespeople with artificial intelligence, but the cash registers and operations related jobs would face severe shocks
The study found that many consumers are still in the physical store and knowledgeable sales staff to interact. Especially in the home repair, drug makeup and other specific areas, well-informed sales staff have a great influence on customer satisfaction. While retailers will reduce the manpower to checkout and other operations-related activities, they will find that traditional sales advisers are hard to replace.
Gartner Research director Robert Hetu: ' Retailers will be saving people by abandoning highly repetitive and trade-related jobs, but they must reinvest savings in personnel training to strengthen the customer experience. As a result, most retailers see AI as a way to expand the customer experience, rather than simply replacing the manpower required in each process. ' While many industries can get more commercial value from artificial intelligence, manufacturing is one of the industries that can get a lot of business from it. ' Automation will help reduce costs, eliminate resistance in the value chain, and further increase revenue, such as the optimization of supply chain and product listing activities.
2021, artificial intelligence enhancements will generate 2.9 trillion dollar commercial value while restoring 6.2 billion hours of artificial productivity
However, some industries, such as outsourcing, have undergone fundamental changes in their business models, and the cost savings of artificial intelligence, and the consequent increase in productivity, must be reinvest in companies to help rebuild and examine new business models.
"Artificial intelligence can replace repetitive and monotonous work and allow people to engage in other activities, but the symbiotic relationship between human and artificial intelligence is more nuanced, requiring reinvestment and reengineering rather than automating existing practices," said Mike Rollings, Gartner Research vice president. Do not only use machines to replicate the steps that humans make to a specific judgment, but to reconstruct the entire decision-making process, using the relative strengths and weaknesses of machines and humans to achieve maximum value and new allocation of decision-making processes, thereby enhancing sensitivity. ' Gartner