Roadmap

Where we’ve been and our promise for the future.
..
2013 - 2018

Foundation

Architecting decentralized solutions for real world assets.

Expand >

Targets

  • OriginTrail Whitepaper 1.0

2013

checkbox
Alpha version for organic beef products

2014

checkbox
Beta version for dairy products and integration with Microsoft Navision

2015

checkbox
Beta version for poultry and vegetable products
checkbox
Integration with SAP and other 3rd party ERP providers

2016

checkbox
Over 20.000 unique shoppers using the system
checkbox
Over 1200 raw material providers (farmers) tracked in the system
checkbox
Introducing blockchain

2017

Q1

checkbox
Initial implementation with Ethereum test network

Q2

checkbox
First contacts with Chinese market (retailers)
checkbox
Adaptations of the system for Chinese market

Q3

checkbox
Existing users linked to Ethereum main network
checkbox
Project office in Shanghai established

Q4

checkbox
Formation of Trace Alliance of beta users with companies and institutions in the US, EU and China

2018

Q1
checkbox
Hong Kong office opened for fostering partnerships in Asian markets
checkbox
Beta tests with confirmed partners on the bootstraped private alpha network
checkbox
Trace Alliance 1st activity report
checkbox
European wine pilot project completed
checkbox
Luna Release v0.3a
Luna release introduces the first test compensation system, utilizing tokens on the Ethereum test network. It is intended to be the testbed for experimentation with the protocol mechanisms and determining optimal monetary mechanisms
March 12
checkbox
Simplified payment mechanism with test tokens
checkbox
Further alignment with GS1 standards
checkbox
Mechta Release v0.4a
Mechta brings a fully compliant GS1 EPCIS (product visibility) standard importer for OriginTrail as well as the documentation of the incentive model to be implemented until the testnet.
March 26
checkbox
Fully GS1 standard compliant importer
checkbox
First version of incentive model documented

Q2

checkbox
Ranger Release v0.5a
This release introduces several improvements including a further generalization of the graph logic based on usage insights, enabling easier addition of further standards and an improved version of the compensation system.
April 9
checkbox
Improved version of payment mechanism
checkbox
Generalizing graph logic based on pilot insights
checkbox
Kosmos Release v0.6a
We will see improvements to the GS1 import integration experience, by adding full GS1 data validation to further speed up integrations, as well as the first implementation of the market bidding mechanisms. Finally by this release we will publish our blockchain virtualization documentation explaining the blockchain layer of the protocol.
April 23
checkbox
Fully implemented blockchain fingerprinting virtualization
checkbox
First implementation of market bidding mechanism
checkbox
Full GS1 validation
checkbox
Zond Release v0.7a
With the insights from performance and usage of the protocol, Zond will introduce a fully standardized and documented OriginTrail graph structure as well as compatibility with Neo4j database to allow further flexibility in the data layer for implementation (ability to choose more than one database). This release also introduces the first version of the zero-knowledge privacy sublayer in the protocol.
May 7
checkbox
Initial version of zero knowledge privacy layer
checkbox
Neo4j Compatibility
checkbox
Standardized and documented graph logic
checkbox
Surveyor Release v0.8a
Surveyor will be the first release to utilize the consensus check (the validation mechanism for interactions between supply chain parties used in OriginTrail protocol) based on the privacy sublayer of OT protocol. It will also introduce improvements to the bidding mechanism and token utilization.
May 21
checkbox
Initial version of consensus check with privacy layer (zk)
checkbox
V2 of bidding mechanism
checkbox
Explorer Release v0.9a
With Explorer we will introduce another standard (apart from implemented GS1 EPCIS and initial standardization), which will be determined in contact with the use cases and implementation feedback. Further improvements will be implemented to the privacy layer as well.
June 04
checkbox
V2 of zero knowledge privacy layer implementation
checkbox
Implementation of “Web Of Things” standard
checkbox
Lunar Orbiter Release v1.0b-RC
Moving closer to the testnet release, Lunar Orbiter will bring a new version of the consensus check within the privacy layer as well as an improved payment mechanism with test tokens. It qualifies as the Release Candidate release for the testnet.
June 18
checkbox
V2 of payment mechanism with testnet tokens
checkbox
V2 of consensus check with privacy layer (zk)
checkbox
TESTNET Apollo Release v1.0b
Apollo is the first beta version of the testnet protocol and implements all the features set for development. With the growing usage of the protocol and identified improvement proposals, we will be moving towards a mainnet launch in Q3.
June 29
checkbox
OriginTrail Test Network Launch
checkbox
OriginTrail Test Network Launch

Q3

checkbox
Open call for supply chain use cases based on blockchain announcement: We will present an open call project, which will support 10 high-potential use cases joining OriginTrail mainnet.
.
2018 - 2021

Mainnet inception

Building and launching the permissionless OriginTrail Decentralized Knowledge Graph mainnet in 2018, leading to adoption by world class partners and achieving the multichain vision for the OriginTrail Network.

Expand >

Targets

  • TGS: 75MM

2018

Q4

checkbox
Open call for use-cases (up to 10 projects will be voted on by token holders)
checkbox
SmartAgriHubs: Start of a major EU-funded project in agriculture (EUR 20 million; 108 partners), Wageningen University Partnership

2019

Q1

checkbox
Part of two EU-funded consortia for digitalisation in the agrifood sector (150+ organizations in total, overall funding of consortia in the amount of 35 million EUR)
checkbox
Launching the Network Operating System (nOS) powered by OriginTrail for seamless entreprise use
checkbox
Listing OriginTrail technologies in the Oracle global marketplace
checkbox
Leading the adoption of global standards in blockchain-based solutions
checkbox
OriginTrail protocol Freedom update release
checkbox
Bittrex listing and Trace Labs mechanism for corporate access to Trace token established

Q2

checkbox
Houston application for node management update
checkbox
W3C standards support
checkbox
Hyperledger Fabric support
checkbox
Pilot project with live IoT data published on ODN
checkbox
Additional OriginTrail development frameworks open sourced

Q3

checkbox
Trace Alliance next phase kick-off
Introducing Interim Chairman, Interim General Secretary and beginning the transition period. (Read more)
checkbox
Testing versatility of the network for non-supply chain use case
Performing Open data pilot utilising Bitcoin blockchain datasets.
checkbox
Admission of the OriginTrail Protocol technology into European Union consortia
Expanding partnership network to 4 European Union-funded consortia. (Read more)
checkbox
Testing network and data layer for performance
Based on the results from tests, publishing the Freedom Data layer specification for public review.
checkbox
Enable node hosting on multiple infrastructure
nOS integration with DigitalOcean, AWS and Oracle Cloud

Q4

checkbox
Extended support for more use cases and data set types with the Data Layer v2 in Freedom release (formerly named Gemini stage)
checkbox
Possibility to convert datasets between different formats
checkbox
Increased capacity to process supply chain events and objects by increasing supported dataset size
checkbox
Easier data integration and application development with the updated API
checkbox
Increased dataset connection integrity with decentralized identity verification
checkbox
Increased data resilience by implementing initial litigation and reputation mechanisms
Data holder job agreements will be redistributed in case of node failover
checkbox
Easier node management with updated Houston
Improved settings for different data holding scenarios (data lifespan, data size).
checkbox
nOS launched as a Software-as-a-Service platform
Launch of a streamlined version of nOS.

2020

Q1

checkbox
Data marketplace infrastructure development
checkbox
MVP implementations of the Data Marketplace in the Laboratory Data Market
checkbox
Network layer and API improvements
checkbox
The introduction of ODN KPIs in quarterly reports

Q2

checkbox
Connecting the private and public knowledge graph, enabling additional data privacy options
checkbox
nOS liquidity provisioning integration v1 - Uniswap
checkbox
The launch of the open knowledge repository campaign and taking part in the future data economy
checkbox
ODN node stake increase to 3,000 TRAC (further information to be published in due time)

Q3

checkbox
Open Knowledge Repository Collection Application
checkbox
Trace Alliance governance structure established
checkbox
Webinars with two global standard bodies
checkbox
Education partnership with Ivan on Tech Academy
checkbox
Website update
checkbox
GS1 Digital Link ODN Integration prototype
checkbox
Joining of the official GS1 EPCIS Working Group on EPCIS 2.0
checkbox
Working Group on EPCIS 2.0 development
checkbox
Data marketplace infrastructure improvements towards mainnet
checkbox
Hardware requirements and blockchain usage optimization
checkbox
NGI OpenPKG - GDPR use case established, supported by the European Commission
checkbox
NGI Data Marketplace expansion; cross-Atlantic collaboration supported by the European Commission established
checkbox
Trace Alliance enters the first cohort of solutions to fight the COVID-19 pandemic supported by the World Economic Forum's WEF UpLink (founded by WEF, Salesforce, Deloitte, Microsoft, and LinkedIn)
checkbox
Trusted Oracle framework for permissioned systems based on the ODN (available via the Oracle Marketplace through nOS)
checkbox
Node service compensation settings optimization RFC

Q4

checkbox
PROPOSAL: OriginTrail v5 Starfleet dual chain implementations
checkbox
Proposal RFC - Multi-chain OriginTrail protocol concept
checkbox
Launch upon proposal confirmation
checkbox
OriginTrail Explorer v2
Read more in the development update.
checkbox
Node service compensation settings optimization prototype
OT-RFC - Automatic Adjustment Plugin (AAP) detailed specification
AAP optimization plugin simulator Github repository
Read more in the development update.
checkbox
Support for additional data models - GS1 EPCIS 2.0 prototype
Video demonstration the Decentralized EPCIS repository prototype.
checkbox
Cross-Atlantic data marketplace implementation (NGI Atlantic)
Read more in the blogpost.
checkbox
OpenPKG prototype (NGI DAPSI)
Watch the OpenPKG Prototype video demonstration.
checkbox
Trusted Covid-19 Essential Supplies Repository discovery application
Read more in the development update.
checkbox
Trace Alliance Working Group on AgriFood established
Read more in the blogpost.

2021

Q1 - Multichain OriginTrail Decentralized Knowledge Graph

checkbox
Starfleet Boarding activities
checkbox
Registration phase via boarding.origintrail.io
checkbox
Preparation, smart contract audits, bug bounty
checkbox
Staking phase (up to 100MM TRAC)
checkbox
Dual-chain ODN v5 mainnet launch
checkbox
DC nodes publishing data holding jobs on Gnosis chain blockchain-enabled
checkbox
DH nodes bidding for published offers on Gnosis blockchain
checkbox
Gnosis chain Bounty program
checkbox
Updated Explorer (with the Gnosis chain)
checkbox
Updated Node profile management interface
checkbox
OT Hub update supporting ODN v5
checkbox
World Economic Forum’s recognition of Trusted Repository for COVID-19 Essential Supplies
checkbox
Starfleet blockchain development
checkbox
Warp ODN v5 multi chain testnet
checkbox
Technical review through Substrate Builders Program
checkbox
nOS liquidity provisioning integration update for Starfleet
checkbox
Custodianship services support introduced to enable institutional access to TRAC token
checkbox
Data to knowledge services based on GS1 EPCIS and W3C Verifiable Credentials standards and the OriginTrail decentralized knowledge graph introduced at GS1 Global Forum - link
checkbox
Decentralized EPCIS repository extension for the Rail industry
checkbox
OT node enterprise readiness by enabling cluster setup for high availability
checkbox
OriginTrail 101 course at the Ivan on Tech Academy launched in collaboration with Amos Thomas
checkbox
Trace Alliance Working Group on Supply Chain and Interoperability established
checkbox
OpenPKG for protecting personally identifiable information
checkbox
Public beta release
checkbox
Global identity provider partnership
checkbox
TGS target: 10,000,000

Q2 - Fast-tracking NeuroWeb

OriginTrail Multi Chain Knowledge Economy development
Advanced frameworks, tools, services, and workflows leveraging Web3 technologies built on the OriginTrail Decentralized Knowledge Graph to facilitate trusted knowledge sharing. The blockchain-agnostic implementation of OriginTrail will be extended with NeuroWeb on Polkadot
checkbox
NeuroWeb Development
checkbox
Starfleet blockchain beta testnet launch
checkbox
NeuroWeb Beta testnet launch
checkbox
Rococo integration
checkbox
Launch of dedicated NeuroWeb website
checkbox
Starfleet Bounty collection completed
checkbox
Launch of NeuroWeb staging testnet
checkbox
NeuroWeb Testnet block explorer integration
checkbox
Presentation at Polkadot Decoded and announcement of NeuroWeb
checkbox
Trace Alliance Decentralization and Tokenomics Working Group, Polkadot Initiative publication: Polkadot Integration RFC
checkbox
Joint OriginTrail and Polkadot live meetup
checkbox
Decentralized Knowledge Graph improvements
checkbox
Data pruning features and optimisations
checkbox
Developer tooling updates

OriginTrail Ecosystem Growth Acceleration (Project OTEGA)
Tools, frameworks, and programs for developers and system integrators who wish to utilize OriginTrail with legacy systems, blockchains, and applications and take advantage of the power of Decentralized Knowledge Graph technology. Enabling additional blockchain ecosystem expansion easily through the consensus layer extension framework.
checkbox
Trusted BYTES Innovate UK project kick-off (Read more)
checkbox
OriginTrail deployment in the life sciences and healthcare industry (Read more)
checkbox
Next Generation Internet update; data marketplaces deployed in US and EU
checkbox
Trace Alliance Working Group on Supply Chain Data Interoperability and Semantic Web
checkbox
First group members announced
checkbox
First public meeting of the working group with US FDA presenting The FDA New Era of Smarter Food Safety Low- or No-Cost Tech-Enabled Traceability Challenge (Read more)
checkbox
Draft of WG paper presented (internal review)
checkbox
World Economic Forum UpLink’s Innovation Day event
checkbox
OriginTrail 102 course launched on Ivan on Tech Academy
checkbox
OriginTrail Presentation at the Knowledge Graph Conference
checkbox
TGS target: 30,000,000

Q3 - OriginTrail Multichain expansion, NeuroWeb, Knowledge Economy Tools introduction and Evangelist program launch

OriginTrail Multichain Knowledge Economy development
Advanced frameworks, tools, services, and workflows leveraging Web3 technologies built on the OriginTrail Decentralized Knowledge Graph to enable trusted knowledge sharing. First knowledge tools introduced for the OriginTrail mainnet.
checkbox
Multichain OriginTrail
checkbox
Starfleet program completed (Gnosis chain support launched, un-staking enabled)
checkbox
Extending multichain DKG - OriginTrail Deployment to Polygon
checkbox
Multichain OriginTrail consensus layer extension framework - a generalized process of integrating of additional EVM-compatible blockchains (e.g., NEAR, Polygon/MATIC, Moonbeam, BSC ...) to the OT DKG
checkbox
Polkadot network effects
checkbox
Integrating the OriginTrail Warp testnet to the NeuroWeb staging testnet.
checkbox
Completion of the Substrate Builders Program
checkbox
Further support for institutional custody options for TRAC token
checkbox
Trace Alliance Working Group on Supply Chain Data Interoperability and Semantic Web
checkbox
Technology landscape scientific paper
checkbox
Publication of Interoperability Framework and best practices
checkbox
OriginTrail Builders Challenge
turing*.
turing

Turing phase

Phase completion estimate: October 2023

The Turing phase, named after computer science pioneer Alan Turing, introduces the V6 Decentralized Knowledge Graph (DKG V6) which innovates with Knowledge Assets to enhance information discovery, ownership, and verifiability. These advancements drive value in sectors such as supply chains, healthcare, and more. OriginTrail introduces ChatDKG, a framework for AI based on trusted knowledge, addressing generative AI models' (like ChatGPT) flaws, based on verifiable origin and trusted trail of information. Initially launched on OriginTrail's own blockchain - the NeuroWeb, the V6 DKG enables expansion to other EVM blockchains.

Expand >

Targets

  • 1M assets available on the DKG
  • TGS: 500M+ (V5 and V6 DKG)
  • 20% of TRAC circulating supply activated for utility
  • TRAC locked for network security: 20MM+ TRAC
  • Average security collateral per node: 200k+ TRAC
  • Whitepaper: OriginTrail 3.0: Trusted Knowledge Foundation for Sustainable AI

Driving standardization and sustainability in global industries

Trusted AI for supply chains

checkbox
Global standards based AI-search
checkbox
Knowledge Assets for the Railway sector (SAP integrations)
checkbox
Global Halal supply chain proof of concept
checkbox
TheFSM project - OriginTrail based marketplace implementation
checkbox
Ekopakt project completion (food traceability module based on v6)
checkbox
International trade Trusted Bytes solution developed
checkbox
AI semantic search for GS1 data (EPCIS 2.0, Global Data Model, etc.)
checkbox
Trusted product discovery and semantic AI search with GS1 Digital Link (GS1 barcode successor)
checkbox
Sustainability driven AI-search
checkbox
ESG reporting compliance
checkbox
Denied party screening
checkbox
Masterclass - OriginTrail for trusted AI in supply chains

Trusted AI for Construction

checkbox
BUILDCHAIN - EU- backed project for European build environment based on Knowledge Assets and AI models
checkbox
Kick-off with 5 building sites across 3 EU countries
checkbox
Buildchain DKG masterclass
checkbox
EU - backed project for crowdsourcing AI-ready Knowledge Assets for sustainable construction (NGI Search)
checkbox
ChatDKG kickoff

Trusted AI for Life Sciences and Healthcare

checkbox
Initial deployment in India with World Federation of Hemophilia (WFH)
checkbox
Foundation set for semantic AI search in pharmaceutical industry
checkbox
Sustainable Medicines Partnership (SMP) - AI-powered solution for improving medicines sustainability
checkbox
Masterclass - OriginTrail for trusted AI in Life Sciences and Healthcare

Trusted AI for Metaverse and gaming

checkbox
Tracverse project - Metaverse project built with AI on OriginTrail DKG
checkbox
Masterclass - OriginTrail for trusted AI in Metaverse and Gaming

Network Operating System (nOS) and AI semantic search for enterprise

checkbox
V6-powered update
checkbox
Oracle marketplace release
checkbox
AI semantic-search features
checkbox
Cloud provider partnership

Trace Alliance activities

checkbox
Trusted Knowledge Foundation education hub
checkbox
Decentralization and Tokenomics Working Group activities (i.e. OT-RFC-11, OT-RFC-12, OT-RFC-13, OT-RFC14, OT-RFC15, OT-RFC16)
checkbox
Decentralized Knowledge Graph conference
If you’re building a product or have deployed a solution on OriginTrail DKG V6, you can get featured by adding your project here.

Layer 2: Decentralized Knowledge Graph

DKG V6

checkbox
DKG V6 TRAC Tokenomics OT-RFC-14 (link)
checkbox
DKG V6 release
checkbox
Introducing Knowledge Assets and Universal Asset Locators (UALs, analogous to URLs in Web2)
checkbox
W3C RDF/SPARQL support for seamless integration with existing knowledge graphs (e.g. Ontotext GraphDB, Stardog, Amazon Neptune, etc..)
checkbox
Protocol performance improvements for throughput and speed (more than 20x compared to V5)
checkbox
DKG SDK (Javascript client)
checkbox
Knowledge Tools prototype V6 integration (NGI Ontochain)
checkbox
Houston app for node operators
checkbox
OriginTrail.io website rehaul (June 2023)
checkbox
DKG node TRAC token delegation RFC

ChatDKG - Trusted Knowledge Assets based AI framework

checkbox
Project Magnify bootstrapping
checkbox
First deployments of enterprise AI-powered semantic search
checkbox
ChatDKG contributor grants launched
checkbox
ChatDKG.ai framework repository launch
checkbox
DKG Explorer release powered by DKG V6
checkbox
Integrating Knowledge Assets with 3 popular AI systems/tools (e.g. OpenAI’s ChatGPT, Google BERT, AutoGPT, …)
checkbox
OTHub for Knowledge Asset publishers and infrastructure runners grantee selected
checkbox
Grant wave 1 participants selected
Contribute to ongoing efforts by joining OriginTrail Discord or Github.

Layer 1: Multi-chain OriginTrail blockchain layer

NeuroWeb

checkbox
NeuroWeb - OT-RFC-11 (link)
checkbox
OriginTrail Polkadot parachain auction won
checkbox
NeuroWeb launch
checkbox
Neuro token transactions enabled
checkbox
EVM enabled
checkbox
NeuroWeb Bridges - OT-RFC-12 (v1 & v2)
checkbox
TRAC token deployment on Polkadot OT-RFC-13 (link)
checkbox
TRAC token deployed on NeuroWeb
checkbox
TRAC token Teleport to NeuroWeb
checkbox
DKG V6 deployment on NeuroWeb
checkbox
NeuroWeb Explorer - Subscan integration
checkbox
NeuroWeb Governance system - OT-RFC-15 (link)
checkbox
XCM support enabled (ETA June 2023)
checkbox
Neuro token - Polkadot Vault wallet support
checkbox
Initial governance council constituted (ETA June 2023)
checkbox
NeuroWeb Governance system enabled (ETA July 2023)
checkbox
NeuroWeb Bridge Implementation OT-RFC-16 (ETA July 2023)
checkbox
Sudo capabilities transferred to Governance system (ETA August 2023)
checkbox
First XCM integrations, voted on public referenda (e.g. Moonbeam, HydraDX etc - ETA August 2023)
checkbox
Neuro token secondary market availability support and conditions fulfilled (ETA August 2023)
checkbox
Neuro token utility in the consensus layer of V6 DKG
checkbox
Governance established
checkbox
Established support for token availability on secondary markets (institutional support)
checkbox
NeuroWeb Bridge Implementation based on OT-RFC-16 and referendum confirmation (ETA September 2023)
checkbox
NeuroWeb Collators system RFC (ETA September 2023)

DKG Multichain expansion

checkbox
DKG expansion to additional EVM-compatible blockchains - RFC
metcalfe.
metcalfe
ONGOING
Q3 2023 - 2025

Metcalfe phase

“…it (LLM) unfortunately hallucinates most when you least want it to hallucinate. When you’re asking the important and difficult questions that’s where it tends to be confidently wrong. So we’re really trying hard to say how do we be as grounded as possible so you can count on the results?” - Elon Musk at Lex Fridman podcast

The truth, however, is an elusive concept, especially if attempted to be captured by a single organization/product. A better approach is through connectivity and transparency achieved by leveraging multiple open source technologies. Turing Award winner Dr. Bob Metcalfe explained this idea, saying,

“… through connectivity, decentralized knowledge graphs, blockchains and AI are converging — and it’s an important convergence, because it is going to help us with one of the biggest problems we have nowadays, which is the truth.”

DKGcon 2023 - Dr Bob Metcalfe: Seeking truth through connectivity

Inspired by Turing award winner Dr Bob Metcalfe and his pioneering work, including "Metcalfe's Law" and the creation of the first computer network, the OriginTrail Metcalfe phase aims to leverage network effects through building a web of verifiable Knowledge Assets for decentralized AI.

The Genesis period of the Metcalfe phase bootstraps growth of the AI-native V8 Decentralized Knowledge Graph (DKG V8), driving the verifiability of AI with its decentralized retrieval augmented generation (dRAG). Supported by a unique Knowledge mining system through the NeuroWeb blockchain, the Genesis period is followed by a “Convergence” period, which further leverages network effects via autonomous knowledge inferencing. The DKG V8 aims to offer a user-centric, trusted knowledge foundation with decentralized AI functionalities, enabling individuals and organizations to participate in a knowledge economy based on neutrality, inclusiveness, and usability - the core principles of the OriginTrail ecosystem.

ONGOING
Collapse >

Genesis - The V8 Foundation (Q4 2023 - 2025)

“When you connect things together, the value rises really fast because of all the possible connections that can be made, and the friction that’s reduced, and the collaboration that’s enhanced. So it’s good to bet on connectivity.”- Dr Bob Metcalfe

The Genesis period leverages connectivity to achieve network effects across the multi-chain OriginTrail Decentralized Knowledge Graph to reach a growth target of 1B Knowledge Assets. With the introduction of the community driven NeuroWeb blockchain supporting DKG growth, Genesis bootstraps the OriginTrail AI-Native version 8 for decentralized retrieval augmented generation (dRAG), introduced to drive a multi - modal LLM ecosystem of AI solutions. The V8 Foundation impact stages were initially described here and are now being expanded.

Genesis period targets:

  • 1B knowledge assets available on the DKG
  • Minimum 40% of TRAC circulating supply activated for utility
    • TRAC locked for network security: 100MM+ TRAC
    • Average security collateral per node: 300k+ TRAC

Impact base: Trantor (established in Q1 2024)

One of the prominent features of Trantor was the Library of Trantor, in which librarians indexed the entirety of human knowledge by walking up to a different computer terminal every day and resuming where the previous librarian left off.

Catalyst 1: Knowledge Mining

Incentivized growth of high-quality knowledge in DKG with Initial Paranet Offerings and Autonomous Knowledge Mining.

Catalyst 2: Delegated staking

Expanding inclusivity of DKG infrastructure by enabling TRAC stake delegation across all integrated chains.

Whitepaper 3.0

Verifiable Internet for Artificial Intelligence: The Convergence of Crypto, Internet and AI.

Link

This whitepaper presents a vision for the future of Artificial Intelligence through the concept of a Verifiable Internet for AI, leveraging synergies of crypto, internet, and AI technologies. It introduces the Decentralized Knowledge Graph (DKG) and Decentralized Retrieval Augmented Generation (dRAG) approach to ensure provenance, integrity, and verifiability of information utilized by AI. It aims to address the challenges posed by misinformation, data ownership, and bias inherent in AI, by synergizing neural and symbolic AI approaches with Web3 technologies.

Impact base: Terminus (established in Q2 2024)

The founding population of Terminus consisted of 100,000 especially healthy scientists, whose ostensible purpose was to publish an Encyclopedia Galactica in order to preserve science and technology. The lack of natural resources forced Terminians to develop extremely high-efficiency tech, as their knowledge due to their position as the inheritors of the Imperial Library allowed them to do so.

Catalyst 1: Multichain growth

Bringing DKG to any EVM compatible ecosystem with significant demand (more information in OT-RFC-17).
checkbox
NeuroWeb Delegated Staking release
checkbox
Additional blockchain integrations (based on OT-RFC-17)

Catalyst 2: 100x scalability

Increasing scalability in capacity of publishing Knowledge Assets by implementing random sampling and other scalability improvements.
checkbox
NeuroWeb scaling: Asynchronous backing
checkbox
DKG V8 random sampling update

Catalyst 3: Paranets and Initial Paranet Offerings (IPOs)

The autonomously operated collections of Knowledge Assets owned by its communities residing on the DKG.
checkbox
Cross-chain Knowledge mining
checkbox
Decentralized Identities on DKG - name service integration

Catalyst 4: ChatDKG.ai

Interact with DKG and its paranets using natural language and the power of multiple AI models and agents. Build your own Decentralized Retrieval Augmented Generation (dRAG) product seamlessly.

Impact base: Gaia (established in H2 2024)

The human beings on Gaia, under robotic guidance, not only evolved their ability to form an ongoing telepathic group consciousness but also extended this consciousness to the fauna and flora of the planet itself, even including inanimate matter. As a result, the entire planet became a super-organism.

DKG V8

Scalable and robust foundation for enabling next stage of Artificial Intelligence adoption with Decentralized Retrieval Augmented Generation (dRAG), combining symbolic and neural decentralized AI.
checkbox
AI-native Knowledge Assets: native vector support (e.g. knowledge graph embeddings for native Graph ML)
checkbox
AI-native search based on DKG V8 decentralized vector index
checkbox
Knowledge Contracts

Catalyst 1: Autonomous Knowledge Mining

Mine new knowledge for paranets autonomously by using the power of symbolic AI (the DKG) and neural networks.
checkbox
AI-agent driven Knowledge Mining
checkbox
Knowledge mining library integrations for popular data science languages (e.g. Python, R etc)

Catalyst 2: DePIN for private knowledge

Keep your knowledge private, on your devices, while being able to use it in the bleeding edge AI solutions.
checkbox
Private knowledge Assets repository (Knowledge wallet)
checkbox
Private data monetization with Knowledge Assets (Knowledge marketplace)
checkbox
DKG Decentralized File Storage integration libraries (e.g. IPFS, Filecoin)

Convergence (2025+)

“... through connectivity, decentralized knowledge graphs, blockchains and AI are converging - and it’s an important convergence, because it is going to help us with one of the biggest problems we have nowadays, which is the truth”- Dr Bob Metcalfe

With the Genesis period completed the OriginTrail DKG will have a large enough number of Knowledge Assets created (1B) to kickstart the “Convergence”. Leveraging network effects, growth gets further accelerated through autonomous knowledge publishing and inferencing capabilities of the DKG, fueled by decentralized knowledge mining protocols of NeuroWeb. During the Convergence, supported by OriginTrail V8 with AI-native features and further scalability increase, the OriginTrail DKG grows the largest public Decentralized Knowledge Graph in existence, a verifiable web of collective human knowledge - the trusted knowledge foundation for AI.

Convergence period targets:

  • 100B knowledge assets available on the DKG
  • Minimum 60% of TRAC circulating supply activated for utility
    • TRAC locked for network security: 150MM+ TRAC
    • Average security collateral per node: 500k+ TRAC

Autonomous Decentralized Knowledge Graph

An incentivized autonomous enriching of human knowledge using neural network reasoning capabilities over a large body of trusted knowledge. Providing the infrastructure for automating automation, allowing any of the most pressing challenges of human existence to be addressed in an accelerated way.

Autonomous Decentralized Knowledge Inferencing
  • Knowledge Graph Reasoning
  • LLM based inferencing
  • Graph Neural Network framework
  • Autonomous inferencing based on Knowledge Asset network effects

Autonomous Knowledge Mining
  • Autonomous knowledge publishing with DKG inferencing
  • Additional AI-agent integrations

Knowledge streaming feeds

ChatDKG framework
  • V2 of unified framework
  • Integrations with decentralized and centralized AI systems

Multichain Decentralized Knowledge Graph
  • Cross chain knowledge tools
  • Additional blockchain integrations (learn how to integrate via OT-RFC-17)

Additional support for emerging W3C and GS1 standards

Knowledge Mining: Incentivising valuable Knowledge Asset creation
  • Knowledge Mining updates
  • Further Knowledge mining library integrations

Knowledge Signaling: token based knowledge curation
  • Knowledge Signaling updates

On-chain Knowledge Discovery: using verifiable data in smart contracts
  • Knowledge Discovery updates

Trusted AI for global industries (Q4 2023+)

Trusted AI driven Manufacturing

checkbox
EU commision supported project for Digital Twins based on the Decentralized Knowledge Graph focusing on
checkbox
Aeronautics manufacturing
checkbox
Electronics manufacturing

Financial industry

checkbox
Knowledge Asset-powered financial analysis

Autonomous Supply chains

checkbox
Hyper-automation of supply chain processes (production, warehousing, transportation, etc.)
checkbox
Advanced analytics and intelligence across supply chain networks
checkbox
Sustainability tools for supply chain ecosystems
checkbox
Industrial data marketplaces
checkbox
Global trade and customs
checkbox
Global Halal supply chain transparency

Construction

checkbox
BUILDCHAIN project continuation: Scalable BIM-based decentralized knowledge platform for:
checkbox
Life cycle analysis and carbon footprint computations
checkbox
Reasoning architecture for the management of a large population of buildings
checkbox
Structural Health Monitoring (SHM), reliability assessment and anomaly detection with AI sensor fusion
checkbox
Earthquake and climate proof of building based on digital twinning
checkbox
SHM tools for cultural heritage buildings
checkbox
Follow-up procedures of design processes by Bayesian updating
checkbox
Precipitation monitoring for active control of local flooding
checkbox
Optimized ‘self-attentive’ sensing
checkbox
Post-catastrophic interventions
checkbox
Construction economics
checkbox
Management of deep renovation workflows
checkbox
Increase operational energy and energy efficiency of buildings
checkbox
EU-backed project for crowdsourcing AI-ready Knowledge Assets for sustainable construction (NGI Search)
checkbox
Knowledge tender for open data on sustainable construction
checkbox
ChatDKG open source tools bootstrapped on the DKG V8

Life Sciences and Healthcare

checkbox
GS1 Digital Link for pharmaceuticals
checkbox
AI-enhanced diagnostics based on Knowledge Assets
checkbox
Knowledge Assets for wearable tech
checkbox
Bootstrapping DKG V8 with sustainable medicine production and distribution (SMP partnership)

Metaverse and Entertainment

checkbox
Workspace improvements with trusted virtual environments
checkbox
Enhanced education and training experiences
checkbox
Immersive e-commerce
checkbox
Advanced entertainment with immersive games, AI storytelling, item ownership experiences (e.g. Tracverse)
checkbox
Mixed-reality capabilities supported by trusted knowledge assets

Network Operating System (nOS) and Decentralized AI for enterprise

checkbox
nOS for builders: Hosted services for DKG
checkbox
AI integrations:
checkbox
ChatDKG tools integrated into nOS
checkbox
Google Vertex AI integration
checkbox
OpenAI integration
checkbox
xAI Grok Integration
checkbox
DKG V8 - powered updates

Trace Alliance activities

checkbox
Trusted Knowledge Foundation partnership hub for the following topics:
checkbox
Supply chain automation
checkbox
Sustainability, environment and circular economy
checkbox
Digital Twin for convergence between supply chain and metaverse
checkbox
Responsible AI
checkbox
Decentralization and Tokenomics Working Group activities
***