Data Center Group 2

Dawn of Artificial Intelligence

“In the past a lot of S&P 500 CEOs wished they had started thinking sooner than they did about their Internet strategy. I think five years from now there will be a number of S&P 500 CEOs that will wish they’d started thinking earlier about their AI strategy.”

– Andrew Ng

AI luminary

3

Artificial intelligence

4

0%

8%

15%

23%

30%

Human

2010 Present

Image recognition

0%

8%

15%

23%

30%

2000 Present

Speech recognition

Erro

r

Erro

r

Human

97% person 99%

“play song”

Deep learning breakthroughs

men and women are traffickedinternationally every year

in the United States alone

are children

Of those U.S. victims,

Most of the sex traffic victims are only

of the trafficking victims are coming from families with Child Protection Service involvement…

are ever rescued

Less than

©2016 The University of Texas at Austin, School of Social Work, Institute on Domestic Violence and Sexual Assault

Federal Government Stakeholders

NCMEC builds a coordinated national response

National Center for Missing & Exploited Children

Founded John Walsh and other advocates 19

84

Annual Budget

46

Million$

ALEXANDRIA, VIRGINIA

Headquartered inEmployees3

20

5DIVISIONS Missing

Children

Exploited Children

CaseAnalysis

Family Advocacy

Training

75% of sex trafficking victims are sold using

NCMEC’s Flood of Data

0

1,000,000

2,000,000

3,000,000

4,000,000

5,000,000

6,000,000

7,000,000

8,000,000

2010 2011 2012 2013 2014 2015 2016

8M tips in2016

7.4M CyberTipline reports 70K Calls to Call Center 19M child pornography images/videos reviewed 8K Professionals trained

20K newly reported missing children 3K non-compliant sex offenders located 8K families provided emotional support

What is private sector doing to help?

Provide IT consulting with anenterprise data management strategy

Partner with NCMEC’s tool providers to accelerate image matching capabilities

Provide guidance on IT Transformation for their data center to address exponential data growth

Reduce CyberTip data analyticsfrom 30 days to one day with AI

Thorn

Founded by Ashton Kutcher and Demi Moore200

9

Innovation Lab Annual Budget

2 Million$

Los Angeles,California

Headquartered inEmployees1

9

5Focus areas

Tech company engagement

Hackathons

Deterrence

AI Tools

Innovation Lab

Mission: WE DRIVE TECHNOLOGY INNOVATION TO ELIMINATE CHILD SEXUAL ABUSE MATERIAL FROM THE INTERNET.

THORN IN FOUR YEARS…DETERRENCE INDUSTRY COLLABORATIONCHILD FINDER SERVICE

6,325 Sex trafficking victims identified

2,186 Traffickers identified

60% Time reduction

2M Reached over 2M with deterrence ads

60K Have sought help

Developing facial recognition to identify child sexual abuse victims

Tool for private industry to identify and remove bad content

37 Children rescued

7 Countries

50%+ Time reduction

THORN’s CHILD FINDER SERVICE

Escort images(300M)

Missing childrenimages

(15K)

Matches

Leverage facial recognition technology and image intelligence to find missing and exploited children faster.

THORN’s CHILD FINDER SERVICE

● Accuracy Test Results:

Solid classifier for face recognition

0.92 Area under Curve on tests dataset

PrototypeAt Scale

ImplementationIn Depth Accuracy

AnalysisUser Interface

● Pilot Run:

All NCMEC cases against 25K

Backpage images → 107 matches. Highest

confidence 0.75

Today

Can you find this missing

girl?

With AI Assist

Top 3 prospects

Ai is Happening Everywhere…

Consumer

Health Finance RetailGovernment

EnergyTranspo

rtIndustri

alOther

Smart Assistants

Chatbots

Search

Personalization

Augmented Reality

Robots

Enhanced Diagnostics

Drug Discovery

Patient Care

Research

Sensory Aids

Algorithmic Trading

Fraud Detection

Research

Personal Finance

Risk Mitigation

Support

Experience

Marketing

Merchandising

Loyalty

Supply Chain

Security

Transportation

HHS

Public Safety

Resident Engagement

Education

Criminal Justice

Oil & Gas Exploration

Smart Grid

Operational Improvement

Conservation

Environmental

Autonomous Cars

Automated Trucking

Aerospace

Shipping

Search & Rescue

Factory Automation

Predictive Maintenance

Precision Agriculture

Field Automation

Advertising

Gaming

Professional & IT Services

Telco/Media

Sports

Source: Intel forecast

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pl

es