Evolutionary machine intelligence in a smart services market. Presentation at Analytics and Technology Group meetup / Ivey Tangerine Centre of Leadership, Toronto, Aug 18, 2016

1. “
”
Civilization advances by extending
the number of important
operations which we can perform
without thinking of them.
Alfred North Whitehead
Interested to join building a smart market of services?
Subscribe at Servi.ca!

2. Evolutionary
Machine Intelligence
Smart Markets for microServices
Stefan Ianta MBA PMP CSM
Cofounder Servi.ca / Ianta Labs

3. Summary
 Natural Language Processing and Planning
 Reverse Game Theory of Smart Markets
 Service Compilers
 Integration with Analytics and Deep Learning
 Q & A

4. In the memory of MIT Prof. Marvin Minsky 1927-2016
References
Plans and the Structure of Behavior
George Miller, Eugene Galanter, Karl Pribram
Universal planning grammar
The Emotion Machine
Marvin Minsky
Increase Complexity to solve Big problems
Godel Escher Bach
Douglas Hofstadter
Rules, Quines, Theorem provers
Language Implementation Patterns
Terrence Parr – The Antlr Guy – antlr.org
Generating parse trees from dynamic grammars
Graph Databases
Ian Robinson, Jim Webber and Emil Eifrem
Neo4j.org
A New Kind of Science
Stephen Wolfram
Automatons, Turing Machines

5. Link Grammar
• http://www.link.cs.cmu.edu/link/

6. Link Grammar
• http://www.cs.cmu.edu/afs/cs.cmu.edu/
project/link/pub/www/papers/ps/tr91-
196.pdf

7. Structuring
un-structured data
Link Grammar
http://www.link.cs.cmu.edu/link/

8. Cypher Query Language
Neo4j – Graph Database
neo4j.com
Neo Technologies

9. EngineSearch

10. MarketSmart

11. Summary
 Natural Language Processing and Planning
 Reverse Game Theory of Smart Markets
 Service Compilers
 Integration with Analytics and Deep Learning
 Q & A

12. Smart Markets
• Periodic auctions
• Mathematical optimization
• Knapsack problem
• Combinatorial auctions
• Parties are generally anonymous
• Market algorithm enforces regulation,
fairness and transparency

13. Solution Design
• engineering approach to designing
economic mechanisms or incentives,
toward desired objectives, in strategic
settings,
• Reverse Game Theory
• broad applications, from economics and
politics (markets, auctions, voting
procedures) to networked-systems
(internet interdomain routing, sponsored
search auctions).
• The 2007 Nobel Memorial Prize in
Economic Sciences was awarded to Leonid
Hurwicz, Eric Maskin, and Roger Myerson
"for having laid the foundations of
mechanism design theory".[

14. Summary
 Natural Language Processing and Planning
 Reverse Game Theory of Smart Markets
 Service Compilers
 Integration with Analytics and Deep Learning
 Q & A

15. Service Compilers
 Business Models
 Contexts
 Change
 Service
 Microservices
 Solutions
 Innovations
 Business Transformation
 Google Model
 Smart Market of Services
Extending the Google Business Model into a
Smart Market Service Compiler

16. Graph Reactor / Ianta Labs
Initial Business Context – Data & Code
ClientsRules
Rivals
Code
Meta
Data
Plans
Data Team
Sales
Bank
Skills
CONTEXT

17. Graph Reactor / Ianta Labs
Final Business Context – Data & Code
ClientsRules
Rivals
Codes
Meta
-Data
Plan
Data
Team
Sales
Money
Skills
CONTEXT

18. Graph Reactor / Ianta Labs
Change = Triple (Initial Context, Services, Final Context)
Change
Service = Triple (Initial Context Pattern, Microservices, Final Context Pattern)
Microservice = Triple (Input Cypher Query, Function, Output Cypher Query)

19. Graph Reactor / Ianta Labs
Project = Sum (Services)
Service 1
Service 2
Service n

20. Graph Reactor / Ianta Labs
Solution = Sequence (Services)
Service nService 1

21. Graph Reactor / Ianta Labs
Innovation = Agile Search (Solution) + Novelty Test
Service n
Service 1

22. Graph Reactor / Ianta Labs22
Microservice = Coding Service
Integer dimX = 3;
Antlr4 View Neo4j View

23. Graph Reactor / Ianta Labs23
Iterator Microservice
for (int i = 0; i < dimX; i++) {
p[i] = db.createNode(pixel);}
Antlr4 View Neo4j View

24. Graph Reactor / Ianta Labs
CRUD Solution Expansion

25. Graph Reactor / Ianta Labs25
Solution
=
Path
Target Context
Metadata
Big data
Software
Initial Context
Metadata
Big Data
Software
Big Data Solution Search Process
Initial Context / Code Target Context / Code
Changes
Transformation

26. Graph Reactor / Ianta Labs26
Search Engine Business Model
AdWords
Advertisers
Pay Per ClickAdSense
Web Masters
Pay Per Click
Internet Pages Search
Question Words
One question/search
Search Engines Do NOT Build Solutions
Internet Pages are Contributed by Millions of People

27. Graph Reactor / Ianta Labs27
Expanding Search Engine Model into an Innovation Engine
AdWords
Advertisers
Pay Per Click
AdSense
Web Masters
Pay Per Click
Internet Pages Search
Internet Users
One question/search
Microservices
Programmers
Pay Per Use
Cypher Annotations
Business Analysts
Pay Per Use
Budgeted Projects
Product Managers
Pay Per Use

28. Graph Reactor / Ianta Labs28

29. Memoization
How Smart Markets of services can
implement Evolutionary Machine Learning

30. Graph Reactor / Ianta Labs30
Workflow Solutions: Solving The 3 Recipients Problem

31. Graph Reactor / Ianta Labs31

32. Summary
 Natural Language Processing and Planning
 Reverse Game Theory of Smart Markets
 Service Compilers
 Integration with Analytics and Deep Learning
 Q & A

33. Any business process is
a mix of services
PwC

34. Graph Reactor / Ianta Labs34
Project Managers
Programmers
Analysts
Entrepreneurs
Investors
Context Awareness and Solutions Generator
Multisided Market Platform
Marketers

35. Graph Reactor / Ianta Labs
Watson + Servi.ca + Blue Mix + Govt API store + … = Smart Market of Services
Service n
Service 1
Servi.ca / Graph Reactor Engine
IBM
Watson
IBM
Blue
Mix
Govt
API
Store
IoT
Deep
Learning
. . .

36. Summary
 Cypher ~ Universal context description language
 Annotated microservices/smart contracts ~ Sentences / Verbs
 Microservices smart markets
 Planning for solutions
 Building software

37. “
”
Civilization advances by extending
the number of important
operations which we can perform
without thinking of them.
Alfred North Whitehead
Interested to join building a smart market of services?
Subscribe at Servi.ca!

38. Q & A
Stefan Ianta
@v_ianta
servi.ca
https://ca.linkedin.com/in/stefanianta

39. Graph Reactor / Ianta Labs39
Implementation Steps
• Translate existing APIs into Microservices / Coders + DevOps
• Annotate microservices with Cypher queries / BAs
• Define projects including test queries / Product Managers
• Graph Reactor
• neo4j.com/blog/cypher-microservices-part-1
• neo4j.com/blog/cypher-microservices-part-2
• neo4j.com/blog/cypher-microservices-part-3
• neo4j.com/blog/cypher-microservices-part-4

40. Graph Reactor / Ianta Labs40
$50B Market Opportunity
Critical Thinking Decomposed to Logic Rules
30M Coders & IT
~100M Managers
7B Brains
10M x 50w x 40h = 20Bh x $50 = $1T
100M x 50w x 40h = 200Bh x $50 = $10T
1000M x 50w x 40h = 2000Bh x $5 = $10T

41. Graph Reactor / Ianta Labs41
Reactor Ignition Timeline
Prototype
01
Trading & Payments Platform 4 Microservices
02
Loading Services & Annotations
03
Ignite Reactor
04
Looking for:
- Developers
- Partners
- Investors
Q1 2016 Q2 2016 Q3 2016 Q4 2016 Q1 2017 Q2 2017

42. The Architect
Alfred North Whitehead
Process philosophy
Trinity College, Cambridge
https://www.infoq.com/presentations/
Are-We-There-Yet-Rich-Hickey

43. Best practices
Engineered
Labour Standards
MTM Methods-Time Measurement
http://mtm-international.org/

44. Engineered
Labour Standards
Observing the sequence of
labour actions
of human computers

45. The Market
The invisible hand
The Solution Search Engine
Self-assembling wires
Stanford Complexity Group
www.youtube.com/watch?v=PeHWqr9dz3c

46. Cell Reproduction
DNA replication
www.youtube.com/watch?v=TNKWgcFPHqw

47. Integration with Analytics and DL
- building context representations
 Watson
 From natural language resources
 Deep Learning
 From IoT sensors