AI's Potential for New Opportunities for Competition and Success · 2019-11-26 · Future of Jobs...
Transcript of AI's Potential for New Opportunities for Competition and Success · 2019-11-26 · Future of Jobs...
AI's Potential for New Opportunities for Competition
and SuccessKobkrit Viriyayudhakorn., Ph.D.
AIAT Committee
iApp Technology Co., Ltd
Table of Contents
• AI’s Potentials
• New Opportunities
• Competition and Success
Natural Language ProcessingAI’s Potential
Natural Language ProcessingAI’s Potential
Natural Language ProcessingAI’s Potential
Natural Language ProcessingAI’s Potential
Natural Language ProcessingAI’s Potential
Reinforcement LearningAI’s Potential
MedicineAI’s Potential
Auto Machine Learning using Evolutionary Algorithm
AI’s Potential
GANAI’s Potential
GANAI’s Potential
Voice CloningAI’s Potential
For Thai TTS, we are not yet using Voice Cloning.
3D Object Construction from an ImageAI’s Potential
Research WorksAI’s Potential
The Fourth Industrial Revolution
• Companies are seeking to new technologies to reach higher level of production and consumption efficiency.
• Main Drive Factors• Artificial Intelligence
• Ubiquitous High Speed Internet
• Big Data Analytics
• Cloud Technology
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
85%of surveyed companies willExpand to Big Data Analytics and Investin Machine Learning (AI) Technology
New Opportunities
InvestmentsNew Opportunities
https://www.slideshare.net/StateofAIReport/state-of-ai-report-2019-151804430
InvestmentsAI’s PotentialNew Opportunities
https://www.slideshare.net/StateofAIReport/state-of-ai-report-2019-151804430
InvestmentsAI’s PotentialNew Opportunities
https://www.slideshare.net/StateofAIReport/state-of-ai-report-2019-151804430
Robots
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
AI’s Potential
Humanoid RobotFinancial, Service23%
Stationary RobotFactory, Supply Chain37%
Non-Humanoid
Land RobotAutomotive, Healthcare33%
Aerial and Underwater Robot
Energy 19%
New Opportunities
RobotsNew Opportunities
RobotsNew Opportunities
RobotsNew Opportunities
RobotsNew Opportunities
Self-Driving CarNew Opportunities
AV Pilots (Autonomous Vehicles) PilotsNew Opportunities
Self Driving CarNew Opportunities
Self Driving CarNew Opportunities
Self Driving CarNew Opportunities
AI PrivacyNew Opportunities
https://arxiv.org/pdf/1904.08653v1.pdf
Fooling automated surveillance cameras:adversarial patches to attack person detection
Demand ForecastingNew Opportunities
Future of Jobs
• Technology and AI• Data Analysts and Scientists
• Software and Application Developers
• Ecommerce and Social Media Specialist
• Human Skills• Customer Services
• Sales and Marketing Professional
• Training and Development
• People and Cultures
• Organization Development Specialists• Innovation Managers
• Job Demand Increasing • Highlights
• AI and Machine Learning Specialists
• Big Data Specialists
• Process Automation Experts
• Information Security Analysts
• User Experience Designers
• Human-Machine Interaction Designers
• Robotics Engineers
• Blockchain Specialists
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Competition and Success
~133 Million Positions
Future of Jobs
• Job Demand Declining• Data Entry Clerks• Accounting, Bookkeeping and Payroll Clerk• Administrative and Executive Secretaries• Assembly and Factory Workers• Client Information and Customer Service
Workers • Business Services and Administration
Managers • Accountants and Auditors • Material-Recording and Stock-Keeping
Clerks • General and Operations Managers• Postal Service Clerks • Financial Analysts
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
• Cashiers and Ticket Clerks • Mechanics and Machinery Repairers• Telemarketers• Electronics and Telecommunications Installers
and Repairers• Bank Tellers and Related Clerks • Car, Van and Motorcycle Drivers• Sales and Purchasing Agents and Brokers • Door-To-Door Sales Workers, News and Street
Vendors, and Related Workers • Statistical, Finance and Insurance Clerks • Lawyers
Competition and Success
~75 Million Positions
Skill GapCompetition and Success
http://www.businessworld.in/article/Skill-Gap-A-Major-Problem-In-Attracting-The-Right-Talent-/07-06-2018-151460/
Future of JobsCompetition and Success
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http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Future of JobsCompetition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Future of JobsCompetition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Future of Skills
• Trending• Analytical thinking and innovation
• Active learning and learning strategies
• Creativity, originality and initiative
• Technology design and programming
• Critical thinking and analysis
• Complex problem-solving
• Leadership and social influence
• Emotional intelligence
• Reasoning, problem-solving and ideation
• Systems analysis and evaluation
Competition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
• Declining• Manual dexterity, endurance and
precision • Memory, verbal, auditory and spatial
abilities • Management of financial, material
resources • Technology installation and
maintenance • Reading, writing, math and active
listening • Management of personnel • Quality control and safety awareness • Coordination and time management • Visual, auditory and speech abilities • Technology use, monitoring and
control
Future of SkillsCompetition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Future of SkillsCompetition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Future of SkillsCompetition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf
Future of SkillsCompetition and Success
http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf