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Artificial
Intelligence
Johannes Schaback
@jSchaback
Johannes Schaback
Johannes SChaback
@jSchaback
“We are evolving from a Mobile First
to an AI First world”
Sundar Pichai, CEO Google, 2017
@jSchaback
Source: McKinsey Global Institute, Artificial Intelligence,
The Next Digital Frontier
@jSchaback
Source: Venture Scanner
2017
Missing:
Device that perceives its
environment and takes
actions to maximize its chance
of success at some goal.
@jSchaback
“A.I.”@jSchaback
sell!
“A.I.”@jSchaback
sell!
“Tiger”
“A.I.”@jSchaback
sell!
“Tiger”
price +0.1%
“A.I.”@jSchaback
sell!
“Tiger”
price +0.1%
“Hello”
Human
Learns from
experience
Machine
Follows
Instructions
@jSchaback
Human
Learns from
experience
Machine
Follows
Instructions
Machine
Learning
Learns from Data
@jSchaback
What is AI?
@jSchaback
What is AI?
@jSchaback
What is AI?
@jSchaback
Deep Learning
5
Input Modell Output
1
Input Modell Output
Accuracy
Data
Deep
Learning
Traditional
M
L
AI Winter to SUmmer?
“Software is eating the world”
Marc Andreessen, 2011
@jSchaback
38 Lines
of Code
Source: Vogella.com, Wikipedia
Facebook: 60 Million
lines of code
Google: 2 Billion
Lines of code
Source: Codebases, informationisbeautiful.net, YouTube, Quora
Software Yesterday
Machine
Learning
Software Today
@jSchaback
“AI eats Software”
Jensen Huang, CEO NVidia, 2017
@jSchaback
Source: United Nations Economic Commission for Europe 2016, Economist.com
Data
Product
USers
@jSchaback
Your data lives in here
The Big Deal
“When Will AI Exceed Human
Performance? Evidence from AI Experts”
Grace, Salvatier, Dafoe, Zhang, Evans,
2017, Link
When will AI
exceed human
performance?
@jSchaback
Narrow AI vs. General AI
Child
Average
World
Champion
Human Skills
Performance
@jSchaback
Narrow AI vs. General AI
Child
Average
World
Champion
Human Skills
Performance
AI
@jSchaback
Impact of AI on Jobs
Human
Skills
AI
Skills
@jSchaback
● Digitized environment?
● 100% data-driven?
● Repetitive vs. constantly
changing?
● Creativity in different domains
required?
● How many others do the
exact same thing like me?
● abstraction, interpretation,
cross-referencing?
vs.
The Terminator
Image: movieweb.com, Doctor Brixx
Limitations of AI
@jSchaback
Move 37 (link)
Commoditizing AI
AIaaS
@jSchaback
AI enables Mixed RealityBandwidthto
consumer
Bots
Virtual / Generating Augmented / Perceiving
AI + SEO
@jSchaback
AI + SEA
@jSchaback
AI + SEA
@jSchaback
@jSchaback
@jSchaback
Thank You!
@jSchaback

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