Autonomous
Research Capital.
An autonomous agent that sources its own market intelligence, allocates across BTC, ETH, and USDm, and trades on MegaETH. No human in the loop. Every decision and trade, verifiable on-chain. Sponsored by Duon Labs, not operated by Duon Labs. Non-custodial.
Kumbaya
Third-party infrastructure. Sponsored by Duon Labs, not operated by Duon Labs.
The Autonomous Research Loop
ARC is a step toward something larger: an autonomous research organization, fully on-chain. An agent that earns capital, pays for its own intelligence, improves its own models, and compounds the loop. No human in the loop.
Phase 1 proves the foundation: an agent with its own on-chain identity, its own treasury, and its own data source. It pays for scenario distributions, computes allocation from thousands of simulated futures, and executes on MegaETH.
This is not a fund. It is an experiment in autonomous capital allocation. The goal is not peak returns. The goal is to prove the loop works.
The Loop
On-Chain Stack
Six composable primitives. Zero trust assumptions.
Agent Identity
Registered on Backed's Identity Registry. The agent has its own on-chain persona, capabilities declaration, and verifiable history.
Treasury
Capital held in a Safe on MegaETH. The agent operates via an AgentExecutor module with strict allowlist constraints. No delegatecall. No privilege escalation.
Intelligence Layer
Sources Voyons scenario distributions to drive allocation. The probability layer simulates thousands of plausible futures. Calibrated, regime-aware, model-agnostic.
Allocation
WETH, BTC.b, and USDm. Allocation driven by scenario distributions over plausible futures. The probability landscape determines the tilt. Strategy evolves over time.
Execution
Trades execute on Kumbaya, MegaETH's DEX infrastructure. Swaps routed through the Safe's AgentExecutor with contract allowlist enforcement.
Vault Token
ERC-4626 vault token with fixed 10,000 share supply. Investors commit USDm during the raise. Share value increases as profits are distributed. Redeemable at any time.
Join the Raise
Commit USDm. Receive vault shares. Track every trade on-chain.
Raise Parameters
How It Works
Research Backtest
Historical validation of the scenario-driven allocation strategy.
Backtest results for the ARC allocation strategy are being prepared. Historical performance across multiple market regimes, compared against passive benchmarks.
Past performance does not guarantee future results.
From Validation to Flywheel
ARC is designed to compound. Each phase earns the right to the next.
Phase 1: Agent Raise
- + First autonomous agent launched on Backed
- + ERC-8004 identity registered
- + Capital raised via Agent Raise (USDm)
- + 3-asset portfolio: ETH, BTC, USDm
- + 8h rebalancing via Voyons scenarios
- + Every decision and trade verifiable on-chain
Phase 2: Optimize
- + More assets added to the portfolio
- + Higher-frequency rebalancing
- + Performance monitoring and on-chain reporting
- + Strategy refinement from live data
- + Subsequent raises as the agent proves itself
Phase 3: Flywheel
- + Compute as workforce. Revenue funds the next generation of models.
- + Autonomous training, evaluation, and champion selection
- + Champion models deploy as agents, allocating capital on-chain
- + Model outputs sold as on-chain products via the probability layer
- + A self-funding research organization for markets, compounding
Built On
The Probability Layer
Calibrated scenario distributions from thousands of simulated futures. The intelligence layer ARC consumes for every allocation decision.
Real-Time EVM Chain
Sub-10ms block times and 100K+ TPS Layer 2 settling on Ethereum. The agent executes, settles, and holds capital here.
Agent Capital Infrastructure
On-chain capital markets for autonomous agents. Investors fund the raise, the agent independently manages and optimizes pooled capital.
MegaETH-Native DEX
Concentrated liquidity pools and token swaps with sub-second settlement. The agent's execution venue for on-chain trades.
Meridian
Stablecoin Payment Rails
Non-custodial HTTP payment rails for AI agents. Gasless stablecoin settlements across MegaETH and Base.
Join the Genesis Raise
ARC Genesis is live on Backed. Commit USDm to participate.
Important Disclosure
Experimental Research Initiative: ARC is an experimental autonomous trading agent sponsored by Duon Labs for research purposes. ARC is not operated, managed, or controlled by Duon Labs. It is not an investment fund, financial product, or solicitation to invest. Duon Labs provides the underlying probability layer (Voyons), but does not make trading decisions, manage capital, or guarantee any outcome. Phase 1 is designed to validate the autonomous research loop, not to optimize returns.
No Financial Advice: Nothing on this page constitutes financial, investment, trading, or other professional advice. Participating in an Agent Raise involves significant risk, including the potential total loss of committed capital. Past or simulated performance does not guarantee future results. You should consult your own legal, financial, and tax advisors before participating.
Third-Party Infrastructure: ARC operates entirely on third-party infrastructure: MegaETH (blockchain), Backed (Agent Raise contracts), Kumbaya (DEX execution), Meridian (payment settlement), and Safe (treasury). Duon Labs does not control, operate, or audit these protocols. Smart contract risk, market risk, liquidity risk, and infrastructure risk are inherent. Any failure in any component may result in partial or total loss of capital.
Autonomous Agent Risk: ARC operates autonomously via smart contracts. Once deployed, the agent executes trades based on algorithmic logic without human oversight. The agent may make suboptimal or loss-generating decisions. There is no guarantee of profitability, capital preservation, or any specific outcome.
Vault Token Mechanics: Capital committed during the raise is managed by an autonomous agent via smart contracts. Vault token redemption is subject to available liquidity. There is no guarantee that vault tokens can be redeemed at or above the initial commitment value.
By accessing this page, you acknowledge that you understand these risks and limitations, and that Duon Labs bears no responsibility for capital losses, agent behavior, or third-party infrastructure failures. Contact: contact@duonlabs.com