A Way Forward

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A WAY FORWARD John Liu, PhD CFA Digital Reasoning

Transcript of A Way Forward

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.