Evolutionary Machine Intelligence presentation at MaRS Toronto MI meetup on Aug 9, 2016 Smart Market of Cypher annotated microservices/smart contracts

1. Evolutionary
Machine Intelligence
Stefan Ianta
@v_ianta

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

3. Summary
 Two Worlds
 References
 Reverse Game Theory of Smart Markets
 Service Compilers
 Memoization
 Building the portal
 Q & A

4. Machine City vs Zion
• 100M Internet servers
• Billions of processors
• 37 Trillion cells
• Quadrillions processes
• Computational Universe

5. Summary
 Two Worlds
 References
 Reverse Game Theory of Smart Markets
 Service Compilers
 Memoization
 Building the portal
 Q & A

6. 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

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

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

9. Quine
Willard Van Orman Quine
Douglas Hofstadter

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

11. EngineSearch

12. MarketSmart

13. Summary
 Two Worlds
 References
 Reverse Game Theory of Smart Markets
 Service Compilers
 Memoization
 Building the portal
 Q & A

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

15. 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".[

16. Summary
 Two Worlds
 References
 Reverse Game Theory of Smart Markets
 Service Compilers
 Memoization
 Building the portal
 Q & A

17. Service Compilers
 Business Models
 Contexts
 Change
 Service
 Microservices, APIs, Web Services
 Solutions
 Innovations
 Services as Rules
 Language
 Antlr
 Neo4j
 Business Transformation
 Google Model
 Smart Market of Services
Extending the Google Business Model into a
Smart Service Compiler

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

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

20. 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)

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

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

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

24. Graph Reactor / Ianta Labs24
Microservice = Coding Service
Integer dimX = 3;
Antlr4 View Neo4j View

25. Graph Reactor / Ianta Labs25
Iterator Microservice
for (int i = 0; i < dimX; i++) {
p[i] = db.createNode(pixel);}
Antlr4 View Neo4j View

26. Graph Reactor / Ianta Labs
CRUD Solution Expansion

27. Graph Reactor / Ianta Labs27
What Investors Expect
Model
Business
Code
Solution
Validate
Solution
Print
Money
Update
Process

28. Graph Reactor / Ianta Labs28
The Real Speed of Projects
Model
Business
Code
Solution
Validate
Solution
Print
Money
Update
Process

29. Graph Reactor / Ianta Labs29
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

30. Graph Reactor / Ianta Labs30
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

31. Graph Reactor / Ianta Labs31
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

32. Graph Reactor / Ianta Labs32
Budgeted Projects
Product Managers
Pay for solutions
Microservices
Programmers
Get paid
Cypher Annotations
Analysts / Students
Get paid
Investment Decisions
Executives / Investors
Pay for services
TweetSmart4Progress
Microservices Search Engine

33. Graph Reactor / Ianta Labs33
Solution
=
Path
Target Context
Metadata
Big data
Target Code
Initial Context
Metadata
Big Data
Initial code
Big Data Solution Search Process
Initial Code Target Code

34. Graph Reactor / Ianta Labs34

35. Graph Reactor / Ianta Labs35
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

36. Summary
 Two Worlds
 References
 Reverse Game Theory of Smart Markets
 Service Compilers
 Memoization
 Building the portal
 Q & A

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

38. Summary
 Two Worlds
 References
 Reverse Game Theory of Smart Markets
 Service Compilers
 Memoization
 Building the portal
 Q & A

39. Building the Portal
Smart Markets of Services

40. A mix of services
PwC

41. Graph Reactor / Ianta Labs41
Project Managers
Programmers
Analysts
Entrepreneurs
Investors
Fastest, Cheapest, Top Quality Solutions Generator
Multisided Market Platform
Marketers

42. Graph Reactor / Ianta Labs42
$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

43. Graph Reactor / Ianta Labs43
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

44. Summary
 Cypher ~ Universal context description language
 Annotated microservices/smart contracts ~ Genes
 Microservices smart markets ~ Genetic algorithms
 Internet of services ~ Genetic pool
 Search engine for services ~ Gene ranking/selection
 Progressive computational economy ~ Evolutionary genetic pool
 Optimal decisions in current context

45. “
”
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 automated market of services?

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

47. Two Worlds
Consciousness and all behavior is computed
by trillions of processes of live cells
BBC documentary:
"All Watched Over By
Machines of Loving Grace“

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

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

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

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

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