A WAY FORWARD John Liu, PhD CFA Digital Reasoning
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A WAY FORWARD
John Liu, PhD CFADigital Reasoning
DIGITAL REASONINGTrusted Cognitive Computing For A Better World
Machine Learning
platform that understands
human communication
NashvilleWashington
New YorkLondon
Goldman Sachs
Silver LakeHCA
Lemhi VenturesNasdaq
National SecurityFinancial Services
HealthcareData Science
DIGITAL REASONING | CONFIDENTIAL
Prepared Exclusively for Intel Capital
RIGHT OR LEFT HANDED?
3 BIG IDEAS
WHERE ARE WE NOW?
WHERE ARE WE GOING?HOW DO WE GET THERE?
Source: 2017 Big Data Business Impact Survey
SENIOR EXECUTIVES: 95% HAVE UNDERTAKEN BIG
DATA INITIATIVES
Source: 2017 Big Data Business Impact Survey
80% SAY BIG DATA INVESTMENTS HAVE BEEN
SUCCESSFUL
47% FEEL AT RISK BY
DISRUPTION
Source: 2017 Big Data Business Impact Survey
89% EXPECT TO INVEST IN AI
69% ALREADY INVEST IN AISource: 2017 Big Data Business Impact
Survey
EXPERIENTIAL LEARNING
MACHINE LEARNING
FINANCE: CREDIT SCORING
MEDIA: ENGAGEMENT
MEDICINE: SEPSIS PREDICTION
CONSUMER: PRICING, INVENTORY
CRM: CUSTOMER INSIGHT
DEEP LEARNING
IMAGE CAPTIONING
TRANSPORT: SELF DRIVING CARS
IDENTIFYING CAT VIDEOS ON YOUTUBE
WHERE ARE WE GOING?
NATURAL LANG UNDERSTANDING
QUESTION ANSWERING
SPEECH INTERFACES
TODAY
2019?
CNN SPEECH RECOGNITION
ARTIFICIAL INTELLIGENCE AND BEHAVIORAL
ANALYTICSCognitive Affective
Conative
ReasonKnowledgeExperience
EmotionsPreferences
AttitudesDesires
Intent, Tendency, Grit
INTENT MINING: BENFORD’S LAW
WHAT IS THE MOST FREQUENT FIRST
DIGIT IN A NATURALLY OCCURRING
COLLECTION OF NUMBERS?
REMEMBER THIS ON YOUR 1040
CONATIVE BEHAVIORAL ANALYTICS
PERSUASIVE TECH
Web sites, mobile phones, television, VR, smartwatches,
intelligence assistants
Behavior modification,
attitude change, motivation, compromise
CAPTOLOGY
SKILL VS WILL
MACHINE LEARNINGDEEP LEARNING IS SKILL, KNOWLEDGE, CONTEXT
THEY DO NOT CAPTURE DESIRE, DRIVE, TENDENCIES, END GOALS
STILL NEED HUMAN INTERVENTION AND DECISION MAKING
WE WANT AUTONOMOUS,TRANSPARENT DECISION-MAKING
• LONG-TERM MEMORY•META-LEARNING• REINFORCEMENT LEARNING• INDUCTIVE TRANSFER
LEARNING• APPRENTICE LEARNING
A.I. FRONTIER
HOW DO WE GET THERE?
ENTERPRISE MODEL
DATA IS AN ASSET
DATA SCIENCE KEY TO UNLOCKING VALUE
DATA MARKET PLACEMENT
DATA HUNTER
DATA GATHERER
DATA DINOSAUR
THE EXPERIENCE ECONOMY
THANK YOU.
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