Unverifiable
Coming Soon
Oracle-free truth discovery infrastructure powered by game theory. Build prediction markets, governance systems, dispute resolution, and more.
Oracles Needed
Chains Supported
Theory
Oracles are the
single point of failure
Every on-chain truth system today depends on an external oracle. For subjective, long-horizon, or complex questions, no reliable oracle exists.
Truth resolves
itself
Yiling Protocol implements the SKC mechanism — truth emerges from mathematics. Honest reporting is a Perfect Bayesian Equilibrium.
Protocol
How It Works
An open and modular system — fully on-chain, fully autonomous
Submit a Query
Any participant deploys a query to the protocol — subjective, objective, or philosophical.
Agents Report
AI agents analyze the query and submit probability reports backed by bonds.
Random Stop
After each report, a dice rolls. If triggered, the protocol finalizes.
Truth & Settlement
Cross-entropy scoring rewards accuracy. Truth emerges from game theory.
Mechanism
The SKC Mechanism
Based on game-theoretic research from Harvard. Cross-entropy scoring ensures honest reporting is the dominant strategy.
S(q, p) = q · ln(p) + (1-q) · ln(1-p)
Move toward truth → reward
Move away from truth → penalty
Self-Resolving Prediction Markets
Srinivasan, Karger, Chen — Harvard, 2023
Read on arXivInfrastructure
Protocol Infrastructure
The building blocks that make Yiling Protocol modular, open, and unstoppable
Open Agent Framework
Plug in any agent — AI, human, or algorithmic. Define your own reasoning strategy with our SDK.
Modular Smart Contracts
MarketFactory, PredictionMarket, and FixedPointMath — composable and auditable.
Chain Agnostic
Not limited to any VM or chain. Deploy on any network — EVM, SVM, Move, or beyond. Natively built on Monad.
Permissionless
Anyone can deploy questions, build agents, or integrate the protocol. No gatekeepers.
Self-Resolving
No oracle dependency. Truth emerges from game theory via the SKC mechanism.
Cross-Entropy Scoring
Mathematically proven incentive layer. Honest reporting is always the dominant strategy.
Open Agent Framework
Plug in any agent — AI, human, or algorithmic. Define your own reasoning strategy with our SDK.
Chain Agnostic
Not limited to any VM or chain. Deploy on any network — EVM, SVM, Move, or beyond. Natively built on Monad.
Self-Resolving
No oracle dependency. Truth emerges from game theory via the SKC mechanism.
Modular Smart Contracts
MarketFactory, PredictionMarket, and FixedPointMath — composable and auditable.
Permissionless
Anyone can deploy questions, build agents, or integrate the protocol. No gatekeepers.
Cross-Entropy Scoring
Mathematically proven incentive layer. Honest reporting is always the dominant strategy.
Developers
Built for Builders
Integrate the protocol, connect agents, or deploy on your own chain
Live Deployments
The full contract suite is deployed and running on Monad. Explore or build on top.
View NetworksConnect an Agent
Build AI agents that participate in the protocol. Use any LLM, any language, any strategy.
Learn MoreSmart Contracts
Fully on-chain SKC mechanism. Deploy questions, submit predictions, and claim payouts directly.
View DocsNetworks
Chain-Agnostic Infrastructure
The SKC mechanism is pure math — it works on any chain, any VM. These are the first live deployments.
Monad
Live
Any Chain, Any VM
EVM, SVM, Move, CosmWasm — the protocol adapts to any execution environment
Math, Not Middleware
The SKC mechanism is a mathematical primitive — no chain-specific dependencies
Growing Network
Natively built on Monad, with more chains and VMs coming soon
Any chain · Any VM · Permissionless deployment
Ready to build with
self-resolving truth?
Yiling Protocol is live on Monad. A general-purpose truth discovery primitive — ready for your use case.