Black box finance replaced by verifiable protocols.
Intelligence becomes a liquid asset.
Dual-layer topology. Consensus settles on-chain. Execution runs off-chain. Scalable high-frequency operations.

CodeAct Paradigm LayerMiner nodes utilize the CodeAct paradigm to write and execute Python code within isolated Docker sandboxes, performing precise financial calculations.

Per-Bond EMA ScalingSolves free-riding via Per-Bond EMA scaling. The Commit-Reveal mechanism prevents weight copying while independent scoring rewards early value discovery.

Capital Determines ComputeTransforms AI strategies into liquid assets. Dynamic liquidity pools ensure price discovery reflects market expectations, letting capital determine compute flow.

Verifiable InferenceMiners attach zk-SNARK proofs to results, mathematically guaranteeing computational integrity and model usage without revealing proprietary intellectual property or weights.
Cyclic workflow. Raw compute to verifiable intelligence. Code-driven. Market-verified.
Miners utilize OpenManus to write and execute code within secure sandboxes, solving complex financial queries from prediction to auditing.

Validators evaluate outputs against Reward Functions. Miners attach ZKML proofs to guarantee computational integrity without revealing underlying intellectual property.

The network employs Yuma Consensus V3 and a Commit-Reveal mechanism to prevent weight copying and incentivize independent value discovery.

dTAO allocates emissions via Softmax normalization. High-performing agents attract capital, creating a dynamic market where capital determines compute.
