History, effect, projects, authors, impact

1. Artificial Intelligence
From Science to Fiction
Capgemini 2018
Marijn Markus

2. 1952 Turing’s chess algorithm
1964 Asimov’s The Rest of the Robots
1974 1st AI Winter: Hardware
1980 Expert Systems
1984 Gibson’s Neuromancer
1987 2nd AI Winter: Software
1997 Deep Blue wins
2016 AlphaGo wins
History
“Cyberspace. A consensual hallucination experienced daily by billions.”

3. Now

4. ‘(Artificial) Intelligence is whatever machines haven’t done yet’
Larry Tesler, 1979
The AI Effect

5. Buzzword
Bingo
Data
Big Data
Automation
Data
Science
Cloud
Security
Machine Learning
Stored in
Needed for
Used for
Aggregates to
Results in
Risks in
Blockchain
Distributed data

6. AI Assisted Auditors
Automatically analyze large
sets of unstructured documents
From rule to exception handling,
detect issues employees missed
Use machine learning and NLP
to model domain expertise
Document processing went
from 5 minutes to 5 seconds

7. Backend
Elasticsearch
Microsoft
Language
Conversation flow
Google
Speech
User
Speech to text Text analysis
SearchResponse

8. Visual recognition
of specific features
Custom deep learning models
beyond standard models
Optimized real time detection
Achieved 7 frames/second on USB

9. Automating the
inspection of
lease car audits
Applying unsupervised
learning techniques to
identify outliers and odd
driving behavior within
minutes, at scale
Carpol Driving Behavior Outlier Detection

10. Impact with AI
Improving retail forecast
Optimizing chain efficiency and
customer satisfaction for shoe retailer
Predicting hotspots
Improving the crime anticipation
systems for Dutch government
Conversational Commerce
Research, analysis and testing various
chatbot and voice solutions for banks
Project Stable Fires
Analyzing risk of fire at cattle farms, in
cooperation with multiple governments
Optimizing replenishment
of stores by improving transaction
forecast models by 8% at major retailer
Automated Reporting
Delivered demonstration for automated
processing of unstructured reports

11. What did we just do?
80%
Unstructured
20%
Structured
Name Freq Size Color
1 data 3 20 #00BFFF
2 structured 8 11 #00BFFF
3 relational 12 7 #013ADF

12. Any questions?