Commercial Artificial Intelligence: Technologies, Global Markets, Competitors And Opportunities: 2017-2025 Analysis And Forecasts

  • ID: 4200893
  • Report
  • Region: Global
  • 343 Pages
  • Amadee & Company, Inc
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The concepts of Artificial Intelligence (AI) are 60 years old, but only recently have the vast datasets, raw computation and storage power aligned to harness the utility of these concepts. Technological innovation has finally reached a level that the practical implementations of training complex computer neural networks to mimic the human brain are finally starting to become practical.

AI is a multi-year megatrend that will have far-reaching implications on how money will move to companies that invest in and adopt the technology. AI is already used in a wide range of applications including web search systems, marketing recommendation functions, financial trading programs and autonomous vehicles. Future applications for AI are limitless.

While AI has captured public attention in both positive (Google’s DeepMind beat the 18-time world Go champion) and negative (50% of the workforce will be unemployed by robots with AI) ways, little is known about the commercial market for AI.

This report addresses that issue. Specifically, it examines:

  • Artificial Intelligence technology.
  • Markets for AI hardware, software and services.
  • Current and future AI applications.
  • AI and Autonomous Vehicles.
  • AI technology enablers.
  • Companies supplying products and services that use AI in their offerings.

In addition to 56 company profiles, the report contains 98 figures and 35 tables.

This report will be beneficial for:

  • Suppliers of AI products and services.
  • Companies incorporating AI in their product offerings.
  • Product managers.
  • Business development managers.
  • Company strategists.
  • Mergers and acquisitions specialists.
  • Market analysts, investment bankers and consultants.
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FEATURED COMPANIES

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1. Introduction

  • Report Objectives
  • Methodology and Sources
  • Statistical Notes

2. Artificial Intelligence Technology

  • Definition
  • Artificial Intelligence Elements
  • Inflection Point
  • Emerging AI Capabilities
  • Machine Learning Progress
  • AI Is a Core Technology for IoT
  • IoT Development Progress
  • IoT Market
  • AI History
  • First AI Era
  • Second AI Era
  • Third AI Era
  • Four Levels of AI
  • Level 1
  • Level 2
  • Level 3
  • Level 4
  • AI Technologies
  • Machine Learning vs. Deep Learning
  • AI Already in Wide Use
  • Voice Recognition and Response
  • Information Gathering and Searching
  • Automating Communication
  • Problem-Solving
  • Personal Assistants
  • Content Creation and Synthesis
  • Cognitive Science Growing Significantly
  • Cognitive Computing
  • Exponential Growth in Performance
  • Major Drivers of AI Adoption
  • Explosive Growth of Big Data
  • Cloud-Based AI
  • Computer Vision
  • AI Concerns
  • Privacy Issues
  • Unemployment and AI
  • Singularity Issues
  • Asimov’s Laws of Robotics
  • Disruptions and Benefits
  • Limits of AI
  • Computation and Intelligence
  • Barriers Between Deep Minds and Real Minds
  • AI Cannot Replace the Human Mind
  • U.S. Leads in AI
  • Research vs. Products
  • Academia and Industry
  • Basic Research
  • AI Academics Supply
  • Diversity of AI Field

3. Artifical Intelligence Market

  • Megatrend
  • AI Platform Providers
  • AI Embracers
  • AI Enablers
  • AI Market
  • AI Market by Segment
  • AI Hardware Market by Segment
  • AI Market by Technology
  • AI Market by End-Market
  • AI Market by Geography
  • Competitive Environment

4. AI Applications

  • Healthcare
  • Transportation
  • Financial
  • Wealth Management
  • Trading
  • Financial Operations
  • Research Assistants
  • Voice Assistants
  • Administrative
  • Manufacturing
  • Advertising
  • Legal
  • Drones
  • AI Enhanced Products and Services
  • Apple (Siri, Intelligent Suggestions, Advanced Computer Vision and Learning, Third Party Neural Net Apps, QuickType Uses LSTMs, Differential Privacy)
  • IBM (Watson Commercialization, Examples of Domain Expertise and Applications, Watson Japanese, Watson Knowledge Studio, Chatbots, Company Analyzer, Watson Explorer, Memorial Sloan Kettering, News Explorer, Macy’s, Cisco, The Watson Centre, Local Motors, ISS Group, Sesame Street, Watson Revenue and Available Market, Healthcare Opportunity, Other Watson Market Opportunities, Watson Team, Watson Addresses Key Transformational Trends in Healthcare, Long History of Data Collection and Training, Convergence of Cloud, Data and Cognitive Computing, Standard Software as a Service Business Model, Partnerships Ecosystem Key to Strategy, Watson as Learned Colleague, Watson Health Applications, Watson for Oncology, Mayo Clinic, Medtronic, Teva, The Weather Company,
  • Italy and Finland Governments)
  • Google (Assistant the Standard-Bearer, Pixel Phones, Allo Chat, Commercial Products, RankBrain, Voice Search, Google Now, Google Assistant, Google Photos, Applications, Healthcare, Robotics, Search, Environment)
  • Amazon (Capabilities, Alexa, Commercialization, Amazon Echo, Alexa Voice Service, Alexa Skills Kit, Alexa Fund, Applications)
  • Facebook (Capabilities, DeepText, Commercialization, FBLearner Flow, Applied Machine Learning Team, DeepFace, Moments, News Feed, Applications)
  • Microsoft (Capabilities, Projects, Bing Predicts, Microsoft Xiaoice, Tay Chat Bot, Skype Automatic Translator, Cortana)
  • Salesforce (Capabilities, Applications, Commerce and Marketing, Use Cases)
  • Adobe (Capabilities, Applications)
  • Zendesk (Capabilities, Applications)
  • Hubspot (Capabilities, Applications)
  • Accenture (Capabilities, Intelligent Automation Platform, Insights Platform, Accenture myWizard, Outsourcing, Cost Savings Opportunities)
  • Security Threat Protection and AI
  • Traditional Detection Methods Need Improvement
  • AI Putting Security on the Offensive, Cost of Security Management
  • FireEye
  • Palo Alto Networks

5. Artificial Intelligence And Autonomous Vehicles

  • Implementing AI in Vehicles
  • Tesla Model S
  • NHTSA Milestone Reached
  • Automakers Lack Software and AI Expertise
  • Detroit vs. Silicon Valley
  • Ford and Mobility Services
  • Value and Benefits of Autonomous Vehicles
  • Barriers to Adoption
  • Autonomous Vehicles Concept
  • Timeline of AV launches
  • Autonomous Vehicles Development Costs
  • Levels of Autonomous Driving
  • Economic Impacts
  • Self-Driving Car Technology
  • AI Replacing Humans as the Driver
  • Learning and Adjustment
  • Vehicle - Network - Cloud Cycle
  • Data Sharing a Major Issue
  • Solutions Market by Technology
  • AV Production Volume
  • Beyond AV Cars
  • Trains
  • Robo-Trucks
  • Internet of Cars
  • Connected Car Value Chain
  • Vehicle-Analytics Skyrocketing
  • IoC Data Generation
  • Computation
  • Compute Opportunity
  • Nvidia and AVs
  • Accelerated Connectivity
  • AI Personal Assistants and AVs
  • AI, AV and Lost Jobs

6. AI Technology Enablers

  • AI Requires Massive Parallel Computation
  • Processor Chips Fueling the AI Revolution
  • Parallel Computing Key Enabler
  • GPUs
  • Alternative Solutions and Issues
  • Intel Transition to Parallel Computing
  • Intel’s AI Strategy Centered Around Nervana
  • FPGAs vs. GPUs
  • Deep Learning Chip Startups
  • Accelerator Chip Market
  • Cloud Market Growing Rapidly
  • High-Performance Computing Drivers
  • High-Performance Computing Market
  • HPC Accelerator Market Shares
  • HPC Industry Growth Rates
  • Accelerated Supercomputers
  • Semiconductor Equipment to Benefit from AI
  • Networking Enables AI
  • High-Performance Cloud-Connected Networks
  • Networking Pushing AI to the Edge
  • Networking Specific Artificial Intelligence
  • SD-WAN and Networking Specific AI
  • SD-WAN Market, Vendors and Timeline

7. Company Profiles

  • Accenture plc (Company Overview, Intelligent Automation Platform, Insights Platform, Accenture myWizard)
  • Adobe Systems Incorporated  (Company Overview, AI Capabilities, Applications)
  • Agralogics  (Company Overview)
  • Agrible (Company Overview)
  • Agrilyst (Company Overview)
  • AIBrain (Company Overview)
  • Alphabet Inc. (Company Overview, Google, Google AI, Lead Position, AI Platforms, Cloud Machine Learning, RankBrain, TensorFlow, TPU Chip Crushes AI Benchmarks, Google Assistant, Pixel Phones, Allo Chat, Voice Search, Google Now, Google Photos, Applications, Search, Healthcare, Robotics, Environment)
  • Amazon.com (Company Overview, AI Capabilities, Machine Learning Services, DSSTNE, Alexa, Commercialization, Amazon Echo, Alexa Voice Service, Alexa Skills Kit, Alexa Fund, Applications)
  • Anki (Company Overview)
  • Apple Inc. (Company Overview, Apple AI, Siri, Intelligent Suggestions, Advanced Computer Vision and Learning, Third Party Neural Net Apps, QuickType Uses LSTMs, Differential Privacy)
  • Arria NLG plc (Company Overview)
  • Automated Insights (Company Overview)
  • Baidu Inc (Company Overview, Competitive Advantage, Open Source, Baidu Doctor, Xiaoyu Zaikia, Autonomous Vehicles)
  • Banjo (Company Overview)
  • iCarbonX (Company Overview)
  • CloudMinds (Company Overview)
  • Cyberlytic (Company Overview)
  • Darktrace (Company Overview)
  • Deep Instinct (Company Overview)
  • DeePhi (Company Overview, FGPAs)
  • Drive.ai (Company Overview, High-Quality Data, Annotation Issues, Complicated Hardware-Software Problem, Hardware, Deployment)
  • Entefy (Company Overview)
  • Facebook Inc. (Company Overview, AI, FAIR, Facebook Torch, Capabilities, DeepText, Commercialization, FBLearner Flow, Applied Machine Learning Team, DeepFace, Moments, News Feed, Applications)
  • FireEye, Inc. (Company Overview)
  • Fortscale (Company Overview)
  • Gamaya (Company Overview)
  • harvest.ai (Company Overview)
  • Hitachi, Ltd  (Company Overview, AI Strategy, H Proprietary AI, H Artificial Intelligence Development, Features of H Artificial Intelligence, Raising Sales and Improving Logistical Efficiency, Issues with H AI, Big Data OP Outlook)
  • HubSpot, Inc.  (Company Overview, AI Capabilities, Applications)
  • International Business Machines Corporation  (Company Overview, Software, Systems Hardware, Watson Platform, Watson Development, Watson Usage Engines, Watson Developer Cloud, Watson Commercialization, Examples of Domain Expertise and Applications, Watson Japanese, Watson Knowledge Studio, Chatbots, Company Analyzer, Watson Explorer, Memorial Sloan Kettering, News Explorer, Macy’s, Cisco, The Watson Centre, Local Motors, ISS Group, Sesame Street, Watson Revenue and Available Market, Healthcare Opportunity, Other Watson Market Opportunities, Watson Team, Watson Addresses Key Transformational Trends in Healthcare, Long History of Data Collection and Training,, Convergence of Cloud, Data and Cognitive Computing, Standard Software as a Service Business Model, Learned Colleague - Not a Replacement for Physicians, Select Watson Health Applications, Mayo Clinic, Medtronic, Teva, The Weather Company, Italy and Finland Governments, Strategy Is Working, Easier for Partners, Adoption of TensorFlow, Significant Opportunities, Clients Adoption of AI, Share of Datacenter Market, Watson for the Mainframe, Machine Learning on the Mainframe, Power 9 and Nvidia)
  • Jask (Company Overview)
  • Jibo (Company Overview)
  • Microsoft Corporation (Company Overview, AI, Cortana Intelligence Suite, Microsoft Xiaoice, Tay Chat Bot, Skype Automatic Translator, Bing Predicts)
  • Narrative Science (Company Overview, Quill)
  • NEC Corporation (Company Overview, AI Strategy, Big Data Business, Business Model Transition, Strengths in Machine Learning, Facial Recognition System, Video Face Recognition Technology, NIST FIVE Testing, Technology Strengths, Future Developments, Invariant Analyzer, Chugoku Electric Power, Future Developments, RAPID Learning Technology, Human Resources, Criminal ID)
  • Neokami (Company Overview)
  • Nervana Systems (Company Overview, Nervana™ Platform)
  • Next IT Corporation (Company Overview)
  • Orbital Insight (Company Overview)
  • Palantir Technologies, Inc. (Company Overview)
  • Palo Alto Networks, Inc. (Company Overview)
  • PatternEx (Company Overview)
  • Prisma (Company Overview)
  • Qualcomm Incorporated (Company Overview, Zeroth)
  • ReSnap (Company Overview)
  • S4 (Company Overview)
  • salesforce.com, inc. (Company Overview, Capabilities, Applications, Making Commerce and Marketing Smarter, Use Cases)
  • SoftBank Group Corp (Company Overview, 10,000 IQ, 30 Year Vision and Three Core Themes, Pepper, Pepper Specs, Vision Fund,
  • Status Today (Company Overview)
  • Strider (Company Overview)
  • Twitter (Company Overview, Magic Pony)
  • Vectra Networks (Company Overview)
  • ViSenze (Company Overview)
  • Wave Computing (Company Overview, RISC Based, Features)
  • X.ai (Company Overview)
  • Yseop (Company Overview)
  • Zendesk, Inc. (Company Overview, Capabilities, Applications)

Appendix 1

  • What Is Machine Learning?
  • Examples of Machine Learning
  • Naïve Bayes Method
  • Support Vector Machines (SVM)
  • Neural Networks
  • Limits of Machine Learning
  • Feature Value Selection

Appendix 2

  • Deep Learning
  • Why Focus Now on Deep Learning
  • Neural Network Basics
  • Beyond Deep Learning

List of Figures:
1. Artificial Intelligence Elements
2. IoT Concept
3. How Do You Define AI?
4. Most Popular Usages for Artificial Intelligence
5. Commercialization and Improving Performance Expand Use Cases for Cognitive Technologies
6. Big Data Market by Segment (Infrastructure, Services, Softwar. ($ Billion): 2013-2018
7. Likely and Unlikely Impact by Job Type from AI Based Computers and Robotics
8. AI/Machine Learning Hedge Fund Index vs. Quants and Traditional Hedge Funds: 2010-2016
9. Different Ways of Asking Apple’s Siri to Do the Same Thing
10. Siri Intelligent Suggestions: Determining What Word Makes Sense in the Context
11. Siri Word Suggestions Are Tailored to the Context
12. Siri Can Suggest Current Location
13. Siri Can Insert a Map Showing the Location
14. Siri Can Suggest Various Contact Details
15. Siri Photos Object and Scene Recognition
16. Siri Photos Face Recognition
17. Siri Intelligently Groups Photos by Trip
18. Siri Groups Photos Based on People in Them
19. Siri Can Create Memories by Relating Photos Based on Location, Trip or People
20. Unstructured Data Grow by Sectors
21. IBM Company Analyzer: Categories and News Trends
22. Memorial Sloan Kettering & IBM Watson: Cancer Care
23. Global Market for Decision-Making Support in 2025 vs. Global Traditional IT Spend in 2016 ($ Trillion)
24. History of Watson Health
25. Watson Health Partners, Collaborators and Ecosystem: 1Q 2017
26. Google Assistant Devices, Competition and Functions
27. Google Home vs. Amazon Echo
28. Google Pixel vs. Samsung vs. Apple Phones: Specs
29. Google Allo Offers Conversation Enhancements
30. Google Allo Enables Conversational Interaction with Google Assistant
31. Amazon Recommendation Page
32. Facebook Photo Tagging for the Visually Impaired
33. Facebook DeepFace Facial Recognition Architecture
34. Adobe Sensei
35. Palo Alto Autofocus Threat Intelligence Service
36. Automotive OEMs vs. Tech Players: Hardware Focused (%), Software Focused (%), Customer Focused (%): 2016
37. Automotive OEMs Capex Distribution by Activity (%): 2016
38. Automotive OEMs vs. Tech Players: Engineers with Artificial Intelligence Expertise (Ratio): 2016
39. Progression Toward Autonomous Driving by Technology: 2015-2025
40. Timeline of Autonomous Vehicle Launches by OEM: 2015-2030
41. Levels of Driving Automation for On-Road Vehicles
42. L1-L5 Driving Automation: Vehicle Ownership vs. Fleet Service
43. Vehicle Active Safety Systems by Type
44. Vehicle Active Safety Systems Hierarchy
45. Autonomous Vehicle Ecosystem (Knowledge Base, Hardware, Software)
46. Nvidia’s Drive Simulator to Train DRIVE PX
47. Autonomous Vehicle, Network, Cloud Relationships
48. Delphi’s Intelligent Solution in Vehicle Platooning
49. Autonomous Vehicle Connected Devices (Billion): 2012-2020
50. Automotive Computing Trends (DMIP. and Moore’s Law: 2000-2025
51. Serial Computing Block Diagram
52. Parallel Computing Block Diagram
53. Examples of Parallel Computing Processors
54. Accelerator Chips Total Addressable Market ($ Billio. and Growth Rate (. by Type: 2015-2020
55. Global Wafer Fab Equipment Spending by Type (%): 2017
56. Cisco and Rockwell Factory and AI Collaboration
57. SD-WAN Boosts Network Performance
58. Adobe Sensei Details
59. Google DeepMind and Data Center Cooling
60. Deep Learning Inference Performance/Watt: Google TPU vs. Nvidia K40 and P4
61. Google Home vs Amazon Echo
62. Google Pixel Specs vs Samsung and Apple Phones
63. Google Allo Offers Conversation Enhancements
64. Google Allo Enables Conversational Interaction with Google Assistant
65. Amazon Recommendation Page
66. Different Ways of Asking Apple’s Siri to Do the Same Thing
67. Siri Intelligent Suggestions: Determining What Word Makes Sense in the Context
68. Siri Word Suggestions Are Tailored to the Context
69. Siri Can Suggest Current Location
70. Siri Can Insert a Map Showing the Location
71. Siri Can Suggest Various Contact Details
72. Siri Photos Object and Scene Recognition
73. Siri Photos Face Recognition
74. Siri Intelligently Groups Photos by Trip
75. Siri Groups Photos Based on People in Them
76. Siri Can Create Memories by Relating Photos
77. Facebook Photo Tagging for the Visually Impaired
78. Facebook DeepFace Facial Recognition Architecture
79. Home Center Comparison of Operation Time Ration Without and With Hitachi H AI
80. Hitachi Big Data Revenue Forecast with Base Case and Bull Case Growth Rates (JPY Billion): 2013-2021
81. How IBM’s Watson Works
82. Natural Language Processing
83. IBM Watson NLP
84. Watson Services on Bluemix
85. Unstructured Data to Grow Across End-Market Sectors
86. IBM Company Analyzer-Category: News Trends
87. Memorial Sloan Kettering & IBM Watson
88. Global Market from Cognitive Solutions: 2016-2025
89. History of Watson Health
90. Microsoft Azure
91. NEC Big Data Operating Profit (JPY Million): 2013-2021
92. NEC Video Face Recognition Technology
93. NEC NeoFace System
94. Qualcomm Zeroth Platform
95. Spiking Neural Network
96. Softbank’s Pepper Robot
97. Wave Computing 8bit RISC Based Computing with Large Memory
98. Cognitive Technologies in Field of Artificial Intelligence

List of Tables:
1. Global, Commercial Artificial Intelligence Market ($ Billion): 2015-2025
2. Global, Commercial Artificial Intelligence Market ($Billio. by Segment (Software, Hardware, Services), Share (. and Growth Rate (%): 2015-2025
3. Global, Commercial Artificial Intelligence Hardware Market by Segment (Storage Devices, Network Products, GPU Chips, Compute Product. ($Billio. and Growth Rate (%): 2015-2025
4. Global, Commercial Artificial Intelligence Hardware Market by Technology (Deep Learning, Machine Learning, Image Recognition, Predictive APIs, Cognitive Computing, Speech Recognition, NLP, Othe. ($Billio. and Market Share (%): 2015-2025
5. Global, Commercial Artificial Intelligence Hardware Market by Technology (Deep Learning, Machine Learning, Image Recognition, Predictive APIs, Cognitive Computing, Speech Recognition, NLP, Othe. ($Billio. and Growth Rate (%): 2015-2025
6. Global, Commercial Artificial Intelligence AI Market by End-Market ($Billio. and Growth Rate (%): 2016-2020
7. Global, Commercial Artificial Intelligence Market by Geography ($Billion): 2016
8. Artificial Intelligence Acquisitions by Company and Date and Acquiring Company: 2011-2016
9. AI Enhanced Products and Services Companies
10. Machine Learning and Modelling Data Speeds for Cameras and Lidar (Gbps)
11. Autonomous Vehicle Data Requirements by Type: 2015-2025
12. Total Available Market and Nvidia’s Served Market Opportunities for Transportation as a Service (Million Cars, $ Billion)
13. Auto OEMs and Their AI Virtual Assistant Offerings
14. Jobs and Businesses That Will Disappear with Autonomous Driving
15. AI Enabling Companies and Their Offerings
16. Cloud and HPC Accelerator Chips Total Addressable Market ($ Billio. and Growth Rate (%): 2015-2020
17. Servers, Cloud Servers, Attach Rate Servers, Accelerator ASPs, Cloud Revenue, GPU Servers, GPU Attach Rates, GPU ASPs, GPU Revenue (Million Units, $ Million): 2015-2020
18. High-Performance Computing Usage Evolution
19. Nvidia Supercomputer Market Share, Core Market Share, Data Center Revenue, HPC Revenue, Revenue/Core: 2010-2016
20. Accelerated Supercomputer Production, Supercomputers with GPU, GPU Cores, GPU Cores Per System, Revenue/Core, GPU Market, GPU Market Share, Xeon Phi Market, Revenue/Core and Market Share: 2015-2020
21. Accenture Revenue by Group ($ Million): 2015-2016
22. Adobe Income Statement ($ Million): 2015-2019
23. Alphabet Revenue by Segment ($ Million): 2014-2016
24. Amazon Income Statement by Segment ($ Million): 2014-2018
25. Apple Revenue by Segment and Products ($ Million, Units in Thousands): 2014-2016
26. Facebook Income Statement ($ Million): 2015-2018
27. Hitachi Revenue and Operating Profits by Segment (JPY Million): 2013-2015
28. HubSpot Income Statement ($ Thousands): 2012-2016
29. IBM Revenue by Segment and Operating Profits ($ Million): 2015-2016
30. Microsoft Income Statement by Segment ($ Million): 2015-2019
31. NEC Revenue by Segment and Operating Profits (JPY Million): 2016-2017
32. Qualcomm Income Statement ($ Million): 2015-2019
33. Salesforce Income Statement by Segment ($ Million): 2014-2018
34. Softbank Income Statement (JPY Million): 2010-2015
35. Zendesk Income Statement ($ Thousand): 2012-2016

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  • AIBrain
  • Accenture plc
  • Adobe Systems Incorporated
  • Agralogics
  • Agrible
  • Agrilyst
  • Alphabet Inc.
  • Amazon.com
  • Anki
  • Apple Inc.
  • Arria NLG plc
  • Automated Insights
  • Baidu Inc
  • Banjo
  • CloudMinds
  • Cyberlytic
  • Darktrace
  • DeePhi
  • Deep Instinct
  • Drive.ai
  • Entefy
  • Facebook Inc.
  • FireEye, Inc.
  • Fortscale
  • Gamaya
  • Google
  • Hitachi, Ltd
  • HubSpot, Inc.
  • International Business Machines Corporation
  • Jask
  • Jibo
  • Microsoft Corporation
  • NEC Corporation
  • Narrative Science
  • Nervana Systems
  • Next IT Corporation
  • Orbital Insight
  • Palantir Technologies, Inc.
  • Palo Alto Networks, Inc.
  • PatternEx
  • Prisma
  • Qualcomm Incorporated
  • ReSnap
  • S4
  • SoftBank Group Corp
  • Status Today
  • Strider
  • Twitter
  • Vectra Networks
  • ViSenze
  • Wave Computing
  • X.ai
  • Yseop
  • Zendesk, Inc.
  • harvest.ai
  • iCarbonX
  • salesforce.com, inc.
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