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Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Date post: 16-Apr-2017
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Page 1: Real-world applications of AI - Daniel Hulme @ PAPIs Connect
Page 2: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Me

MSci Artificial Intelligence

EngD AI & London Business School

Postdoc Cryptography / Impact

Lecturer in Science @ Business

Director of Business Analytics MSc

Independent IT consultant

Founder & CEO of Satalia

Kauffman Global Scholarship

Co-founder of the ASI

Advisor and Mentor

Page 3: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Data Driven Decision Making

WISDOM

UNDERSTANDING

KNOWLEDGE

INFORMATION

DATA

Page 4: Real-world applications of AI - Daniel Hulme @ PAPIs Connect
Page 5: Real-world applications of AI - Daniel Hulme @ PAPIs Connect
Page 6: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Context

My new laptop is sick

John read the letter to Mary

Page 7: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Big Data

Page 8: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

500

Page 9: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Data Driven Decision Making

WISDOM

UNDERSTANDING

KNOWLEDGE

INFORMATION

DATA = symbols

= contextualized DATA

= organised INFORMATION

= interpreted KNOWLEDGE

= utilised UNDERSTANDING

Page 10: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Decision Making

Page 11: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Vehicle Routing Problems

# ROUTES1,000,000 PER

SECOND

10 3,628,800 4 seconds

11 39,916,800 1 minute

13 6,227,020,800 2 hours

14 87,178,291,200 1 day

16 20,922,789,888,000 1 year

20 2,432,902,008,176,640,000 77,000 years

22 1,124,000,727,777,610,000,000 36 millennia

24 620,448,401,733,239,000,000,000 20B years

Page 12: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Optimisation API

Page 13: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Business Applications

Page 14: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Data Driven Decision Making

WISDOM

UNDERSTANDING

KNOWLEDGE

INFORMATION

DATA

ACTION

INSIGHT

DATA

Decision ScienceOptimisation Prescriptive Analytics

Operational Research

Data ScienceMachine LearningPredictive Analytics Descriptive Analytics

Data EngineeringAggregation & VisibilityInternet of ThingsSecurity & Resilience

Page 15: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Artificial Intelligence vs Superintelligence

ADAPT

Intelligence: Goal-directed Adaptive Behaviour

Sternberg & SalterACTION

INSIGHT

DATA

Page 16: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Innovation and the Future

DATA SCIENCE

CLOUD COMPUTING

OPEN (BIG) DATA

“Creativity that ships” Jobs

AI

TALENT

“Motivation is the Energy for Action” Edward Deci

Predictions:• Full stack, Plug and Play SOA’s• Artificial Dumbness• Ethical Verification

Page 17: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

SolveEngine

Page 18: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Questions

Daniel Hulme

[email protected]

+44 7773765097

Page 19: Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Organisational Structure

FatLean

Thin


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