Whitepaper / Overview
Ghast AI
The Infrastructure for Private AI Work
The most valuable AI workflows will never be public.
AI is moving from answers to work with real economic value. Yet the prompts, data, tools, and execution methods behind the best workflows often need to remain private. That work stays where it is: valuable, and off the market.
The reason is structural. A market needs a unit small enough to price, standard enough to verify, and portable enough to trade. AI work has never had one. An agent is too coarse, a prompt is too fine, and a token counts model consumption rather than delivered outcome.
Ghast AI introduces the Capability : one defined AI service a buyer can purchase and verify, while the method behind it stays private.
The infrastructure in one view
Ghast AI is infrastructure for private AI work. Ghast Workbench is where teams build and run AI workflows, with the models, tools, and context under their own control. Ghast Protocol turns a proven workflow into a Capability: one defined service a buyer can purchase and verify, while the method behind it stays private.
Product status
Ghast AI took first place at the 2026 0G APAC Hackathon. Product metrics are in Recognition and Traction .
Where to start
Version 1.0 · September 2026
Previous whitepaper chapter links ghast
ghast / the infrastructure in one view
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ghast / product status
start here / the problem
start here / the problem / internal use
start here / the problem / full disclosure
start here / the problem / opaque service delivery
start here / the problem / the missing market primitive
start here / infrastructure overview
start here / infrastructure overview / ghast workbench
start here / infrastructure overview / ghast protocol
start here / infrastructure overview / the capability bridge
start here / system overview
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start here / recognition and traction
start here / recognition and traction / product traction
start here / recognition and traction / august growth
product layer / ghast workbench
product layer / ghast workbench / chat
product layer / ghast workbench / coding
product layer / ghast workbench / agent team
product layer / ghast workbench / models
product layer / ghast workbench / plugins
product layer / ghast workbench / persistent memory
product layer / ghast workbench / from product usage to protocol commerce
product layer / agent team
product layer / agent team / collaboration modes
product layer / agent team / direct
product layer / agent team / roundtable
product layer / agent team / assign work
product layer / agent team / review
product layer / agent team / local agents
product layer / agent team / operating model
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product layer / agent team / shared context and role boundaries
product layer / agent team / human checkpoints
product layer / agent team / relationship to capabilities
capability protocol / capability definition
capability protocol / capability definition / three required properties
capability protocol / capability definition / 1 defined claim
capability protocol / capability definition / 2 verifiable delivery
capability protocol / capability definition / 3 economic accountability
capability protocol / capability definition / service boundary and purchase
capability protocol / defined claims
capability protocol / defined claims / claim structure and quality
capability protocol / defined claims / illustrative claim
capability protocol / defined claims / claim boundaries
capability protocol / evidence and verification
capability protocol / evidence and verification / evidence properties
capability protocol / evidence and verification / from execution to final result
capability protocol / evidence and verification / verification methods
capability protocol / lifecycle
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capability protocol / lifecycle / 1 publish
capability protocol / lifecycle / 2 buy
capability protocol / lifecycle / 3 execute
capability protocol / lifecycle / 4 record
capability protocol / lifecycle / 5 verify
capability protocol / lifecycle / 6 settle and finalize
capability protocol / challenges and disputes
capability protocol / challenges and disputes / public challenge window
capability protocol / challenges and disputes / evidence review
capability protocol / challenges and disputes / dispute record
capability protocol / actors and core objects
capability protocol / actors and core objects / actors
capability protocol / actors and core objects / core objects
capability protocol / actors and core objects / identity and version binding
economic layer / capability economy
economic layer / capability economy / from bundled access to service level markets
economic layer / capability economy / economic loop
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economic layer / payments and fees
economic layer / payments and fees / purchase scope
economic layer / payments and fees / payment disposition across lifecycle events
economic layer / payments and fees / revenue architecture
economic layer / payments and fees / workbench revenue
economic layer / payments and fees / protocol revenue
economic layer / ghast utility
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economic layer / ghast utility / 1 burn verified delivery
economic layer / ghast utility / 2 lock economic accountability
economic layer / ghast utility / 3 stake capability growth
economic layer / ghast utility / economic positions
economic layer / capability financing
economic layer / capability financing / eligibility
economic layer / capability financing / capability level revenue facility
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economic layer / capability financing / capital and revenue order
economic layer / capability financing / risk and closure
network and trust / privacy model
network and trust / privacy model / disclosure boundary
network and trust / privacy model / evidence access
network and trust / privacy model / privacy controls
network and trust / identity and provenance
network and trust / identity and provenance / service level identity
network and trust / identity and provenance / versioned provenance
network and trust / reputation and history
network and trust / reputation and history / two service level histories
network and trust / reputation and history / reputation summaries
network and trust / distribution and integration
network and trust / distribution and integration / unit of distribution
network and trust / distribution and integration / channel neutral trust
network and trust / security and risk
network and trust / security and risk / risk boundaries
network and trust / security and risk / verification boundary
network and trust / security and risk / runtime and infrastructure security
network and trust / governance and upgrades
network and trust / governance and upgrades / decision scope
network and trust / governance and upgrades / non retroactivity
network and trust / governance and upgrades / deployment requirements
reference / capability examples
reference / capability examples / 1 software security review
reference / capability examples / 2 supplier onboarding review
reference / capability examples / 3 institutional trade execution
reference / token allocation
reference / token allocation / allocation
glossary
reference / glossary
reference / glossary / product and service
reference / glossary / ghast
reference / glossary / agent
reference / glossary / agent team
reference / glossary / ghast workbench
reference / glossary / ghast protocol
reference / glossary / capability
reference / glossary / capability version
reference / glossary / proven capability
reference / glossary / economic accountability
reference / glossary / capability economy
reference / glossary / claim evidence and delivery
reference / glossary / defined claim
reference / glossary / capability execution
reference / glossary / execution record
reference / glossary / delivery evidence
reference / glossary / verifiable delivery
reference / glossary / verification
reference / glossary / verification result
reference / glossary / verified delivery
reference / glossary / capability history
reference / glossary / verified delivery history
reference / glossary / protocol finality
reference / glossary / payment and disputes
reference / glossary / buyer acceptance
reference / glossary / challenge window
reference / glossary / challenge
reference / glossary / evidence review
reference / glossary / breach
reference / glossary / settlement
reference / glossary / challenge record
reference / glossary / settlement record
reference / glossary / creator bond
reference / glossary / delivery burn reserve
reference / glossary / challenge bond
reference / glossary / challenger reward
reference / glossary / participants and economics
reference / glossary / creator
reference / glossary / buyer
reference / glossary / challenger
reference / glossary / resolver
reference / glossary / underwriter
reference / glossary / underwriting stake
reference / glossary / capital provider
reference / glossary / payment asset
reference / glossary / capability financing
reference / glossary / stablecoin growth capital
reference / glossary / ghast 2