real-world applications of ai - daniel hulme @ papis connect
TRANSCRIPT
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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
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Data Driven Decision Making
WISDOM
UNDERSTANDING
KNOWLEDGE
INFORMATION
DATA
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Context
My new laptop is sick
John read the letter to Mary
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Big Data
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500
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Data Driven Decision Making
WISDOM
UNDERSTANDING
KNOWLEDGE
INFORMATION
DATA = symbols
= contextualized DATA
= organised INFORMATION
= interpreted KNOWLEDGE
= utilised UNDERSTANDING
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Decision Making
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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
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Optimisation API
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Business Applications
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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
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Artificial Intelligence vs Superintelligence
ADAPT
Intelligence: Goal-directed Adaptive Behaviour
Sternberg & SalterACTION
INSIGHT
DATA
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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
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SolveEngine
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Organisational Structure
FatLean
Thin