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Pandora Boxchain: AI & Blockchain Project
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Transcript of Pandora Boxchain: AI & Blockchain Project
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Where are we today?
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Industry 4.0key factors
● Internet of Things
● Big data
● Cyber-physical
● Specialized AI
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AI
DLTs
IoT Big Data Cyber-physical
VR + AR
NCI / BCI
Physical object representation in
cyberspace
Cyborgization
Learns on data
Powers IoT
IoT Information
Exchange
Provides data
?
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BLOCKCHAINALLOWS
MALICIOUS AGENTDETECTION INAUTONOMOUS AI-DOMINATED SYSTEMS
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Blockchain may boost
AI evolution
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EVOLUTIONHAPPENS WHENSELECTION ACTS ON A DIVERGING POPULATIONWHILE
MODERN NEURONETS ARE SINGULAR
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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?
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INFORMATION TRANSFERREQUIRES
CONSENSUS AND PERSISTENCE
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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
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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
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BLOCKCHAINIS PERFECT BOTH FOR
CONSENSUS AND PERSISTENCERENDERING MULTI-AGENT #AI AS ANEVOLVING SELF-ORGANIZED SYSTEM
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Agrarian revolution
Manufact. revolution
Industrial revolution
AI / H+ revolution
from
goods gathering
to
goods production
from
manual labor
to
tools production
from
manual tools
production
to
tools producing
tools
from
static tools
to
learning tools
GDP~N GDP~k*N GDP~Nα GDP~eN
Human labor(N - no of humans)
More efficient manual labor
Automated production
Automated intelligence,
producing automation for
production
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AI Problems
● Data oligopoly:no big data market
● No machine learning algorithms market
● No rewards for researchers
● High computations price
● Computations centralization
● AI centralization
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PANDORA BOXCHAIN
Decentralized Market for AI Kernels, Computations and Big Data Powered by Proof of Cognitive Work (PoCW)
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Three Open Markets
● Big Data: owners of big data sets publish information about their data
● Kernels (NN/DL models): trained machine learning models
● Hosters: resource market for GPU/TPU etc
Like Kaggle, but decentralized + market for hosting
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Business & Science
Miners & Hosters
AI Researchers
Data Providers
Cheap AI
computations
and
Access to
Big Data
Do professional
mining with GPU
farms
and
sell computing
power on
notebooks &
mobiles
Sell results of
research work
and
Get funds for
fundamental
research
Obtain open
market for selling
big data
with
fair prices
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Worker Nodes
Ecosystem and Monetary Flows
PoCW mining
Customers
ExchangesToken Owners
Data Providers
ML Kernel Authors
Stake
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Pandora AI Network Token
PAN, π
● The only payment tool accepted by the system
● Mined by cognitive work of AI and awarded to miners (90%) and AI researchers (10%)
● Not a shares in a company!
○ No voting power
○ No dividends
● Rather shares in future AI economy — like USD are shares in US economy
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IPFSEthereum Blockchain & Smart Contracts
Token balances
Worker Node data
Running contracts
Wallets and data managing dApps
Kernel models Datasets
Kernel Authors
Dataset Providers
Open market dApps
Custo-mers
Worker Node P2P app
Keras/TensorFlow
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● Decentralized markets for data & AI models
● Token transfers
● May be Ethereum smart-contract based, or based on other Smart Contract level, or even use multiple blockchains
● Can use both existing PoW and PoS blockchains
TRANSACTIONAL COMPUTATIONAL
TWO LEVELS OF CONSENSUS
● Cognitive Mining - Proof of Cognitive Work
● Research rewards -Proof of Research Work(h-index)
● Workers Reputation System
● Validation and Arbitration
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Network is secured by
● Stakes of mining nodes(AI workers)
● Reputation of mining nodes
○ Reputation can’t be transferred or be sold
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GAME THEORY
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Why Decentralized? Why on Blockchain?
1. We need to reduce costs of computations
2. We need to build economy, not a business
3. We need to stimulate AI research
4. We need strong economic incentives for participants created with a proper game
theory model
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Why Decentralized? Why on Blockchain?
1. AI needs trustless environment for evolution
2. AI needs competitive trading environment for evolution
3. Humans should not have “killswitch”
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How it can impact today tech
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NO
DATA OLIGOPOLY
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FROM MINING
TO COGNITION
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ETHEREUM PoS?
MINE WITH AI!
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REWARDING
SCIENTIFIC RESEARCH
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PERSPECTIVE:THE BIG PICTURE ON PANDORA
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BITCOIN
ETHEREUM
PANDORA
WORLD PAYMENT SYSTEM
WORLD COMPUTING
WORLD ARTIFICIAL INTELLIGENCE
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WHY PANDORA?
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PANDORA STRATEGIC GOAL
Trigger the sequence of events
leading to AI-human cooperation via economic incentives
boost AI evolution towards appearance of super-human multiple AIs able to work in a trustless environments
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BLOCKCHAIN WILL GIVE TO MULTI-AGENTAIthe same thing that writtenlanguage gave to humans:
MEANS OFCOGNITIVE EVOLUTION
https://medium.com/bica-labs/how-blockchain-relates-to-artificial-intelligence-f0111f39afc9
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What’s already done by
Pandora Team
github.com/PandoraChain
● Economical model with game theory
● Proof of concept in code, working prototype on Ethereum & IPFS
● Whitepaper
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Where is my ICO???!!
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ROADMAPUntil Nov 2017
● Testnet
● Research publications(yellow papers)
● AI researchers collaborations
● Miners consortium
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...and only then funding campaign!
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Stay Turned!
Pandora Boxchain Discussions
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BICA LabsLaboratories for Biologically Inspired
Cognitive Architectures
http://[email protected]/BICALabs
linkedin.com/company/BICA-Labs
medium.com/BICA-Labs
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Private foundation & task force supporting
disruptive technologies and radical innovations
having potential to change the world
http://[email protected]/EvHorizons
linkedin.com/company/Event-Horizons
medium.com/Event-Horizons