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

Data Driven Decision Making

WISDOM

UNDERSTANDING

KNOWLEDGE

INFORMATION

DATA

Context

My new laptop is sick

John read the letter to Mary

Big Data

500

Data Driven Decision Making

WISDOM

UNDERSTANDING

KNOWLEDGE

INFORMATION

DATA = symbols

= contextualized DATA

= organised INFORMATION

= interpreted KNOWLEDGE

= utilised UNDERSTANDING

Decision Making

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

Optimisation API

Business Applications

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

Artificial Intelligence vs Superintelligence

ADAPT

Intelligence: Goal-directed Adaptive Behaviour

Sternberg & SalterACTION

INSIGHT

DATA

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

SolveEngine

Questions

Daniel Hulme

daniel@satalia.com

+44 7773765097

Organisational Structure

FatLean

Thin