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!
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
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
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
32. Summary
Natural Language Processing and Planning
Reverse Game Theory of Smart Markets
Service Compilers
Integration with Analytics and Deep Learning
Q & A
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
42. The Architect
Alfred North Whitehead
Process philosophy
Trinity College, Cambridge
https://www.infoq.com/presentations/
Are-We-There-Yet-Rich-Hickey