Embed Size (px)
Citation preview
Artificial Intelligence 2.0On Blockchain:Multi-agentAssociative & Abstracting Smart-contract based Biologically-inspiredCompetitive and Self-evolving
Dr Maxim Orlovsky, MD, [email protected]
Enterprise Mobile Software CompanyManaging Partner, Founder
Loyalty Program by VISA InternationalManaging Partner
Fintech Software ProductsCEO, Co-founder
● PhD, MD
● 50+ papers, including Brain Research, Neuroscience
Letters, Microscopy & Analysis
● 2004: Artificial neural network predicting pregnancy pathology
by HLA genotype
● 2000: Image recognition: cell detection and quantitative fluorescence measurements on confocal microscopy images
Scientific Background:
Neuroscience,Machine Learning,
Artificial Neural NetworksPattern Recognition
BICA LabsBiologically Inspired Cognitive Architectures
since 2013
http://[email protected]/BICALabs
linkedin.com/company/BICA-Labs
medium.com/BICA-Labs
Private foundation & task force supporting
disruptive technologies and radical innovations
having potential to change world politics,
economics and society
since 2016
http://[email protected]/EvHorizons
linkedin.com/company/Event-Horizons
medium.com/Event-Horizons
Modern approach to #AI has grown from research of 1950s-60s and is outdated
➔ Supervised LearningNo ad hoc concept creation and feature extraction without previous knowledge
➔ Not a BrainA brain region can’t mimic the whole
➔ Lack of MultiplicityLeads to noncompetitive development
➔ EnclosedThere is no reflection and cross-agent knowledge exchange
MODERN
AIIS
OUTDATED
SUPERVISED LEARNING
“I see only what I know” problem
CONVOLUTIONAL NEURONETSREPRESENT
JUST A CORTEX ZONE,
NOT THE BRAIN
EVOLUTIONARY EVOLVEMENT HAPPENS WHENSELECTION ACTS ON A DIVERGING POPULATIONWHILE
MODERN NEURONETS ARE SINGULAR
INFORMATION TRANSFER:● species exchanges genes via viruses● cells emit chemical and electric signals ● animals communicate via mimics and emotions● humans — via language
WHAT ABOUT #AI?
SELF-REFLECTIONIS THE OTHER SIDE OF
COMMUNICATIONS
CAN #AI REFLECT ITSELF?
THESE PROBLEMS ARE ADDRESSED BYBLOCKCHAIN-BASED
MULTI-AGENT AISHARING “ASSOCIATIVE MEMORY GRAPH”
MULTI-AGENT
Multiple artificially-intelligent systems
(like neural networks)sharing the same internal
structure
DIVERGING
Agents adapt to the information given by adjusting
internal parameters(like weights etc) with some
“noise salt”
BLOCKCHAIN OF ABSTRACTIONS AND
ASSOCIATIONS (MEMORY)
Agents share results of their cognition as symbols
(abstractions) and their associations into a blockchain of a “shared knowledge” and
memory.
Entries are signed by a“proof of cognitive work”
REFLECTION
Abstract symbols in blockchain represent a sort of “written
language”
Agents can reflect upon their own cognitive work by
interacting with their previous records in blockchain
COMPETITION AND SELECTION
Agents “economically compete” by their cognitive
efficiency employing internal blockchain cryptocurrency
“paying” for the usage of cognitive information from
each other in form of “smart contracts”
BLOCKCHAIN WILL GIVE TO MULTI-AGENT AIthe same thing that written language gave to humans:
MEANS OFCOGNITIVE EVOLUTION
https://medium.com/bica-labs/how-blockchain-relates-to-artificial-intelligence-f0111f39afc9
INFORMATION TRANSFERREQUIRES
CONSENSUS AND PERSISTENCE
CONSENSUS:each agent gets the same sense of a signal as others– DNA translation will be the same for bacteria as for a human being
– written text is understood in the same way by all native speakers
https://medium.com/bica-labs/how-blockchain-relates-to-artificial-intelligence-f0111f39afc9
PERSISTENCE:the sense of the signal does not diminish with time– DNA in chromosomes do not change during the live of the most cells
– Egyptian hieroglyphs could still be understood by researchers
BLOCKCHAINIS PERFECT BOTH FOR
CONSENSUS AND PERSISTENCERENDERING MULTI-AGENT #AI AS ANEVOLVING SELF-ORGANIZED SYSTEM
BLOCKCHAIN INNOVATIONS REQUIRED:
FROM PROOF OF WORKTO
PROOF OF COGNITION
FROM MINING EMISSIONTO
GROSS PRODUCT EMISSION
FROM DAOTO
DECENTRALIZEDAUTONOMOUSECONOMIES
COGNITIVE MESH & #DAEBY BICA LABS AND EVENT HORIZONS
CURRENT STAGE:– DEVELOPING SPECS AND TECH PROTOTYPES– SOON: INITIAL PUBLIC OFFERING ON ETHEREUM
http://cognitivemesh.com
BICA LabsBiologically Inspired Cognitive Architectures
http://[email protected]/BICALabs
linkedin.com/company/BICA-Labs
medium.com/BICA-Labs
Private foundation & task force supporting
disruptive technologies and radical innovations
having potential to change world politics,
economics and society
http://[email protected]/EvHorizons
linkedin.com/company/Event-Horizons
medium.com/Event-Horizons
