Core Mechanism: Proof of Reasoning (PoR)

Proof of Reasoning (PoR) is the central engine of the Cournot Protocol. It transforms AI inference from a fleeting process into a persistent, cryptographic evidence chain, orchestrated via a Role-Based Standard Operating Procedure (SOP).

While other architectures reduce AI to a single "inference call," Cournot enforces a granular, multi-agent workflow spanning the full resolution lifecycle, from raw data ingestion to the final verdict. The network token acts as "Truth Collateral," enforcing atomic accountability for each role within this SOP.

The Reasoning Merkle Tree Cournot eliminates the "Black Box" problem by structuring AI cognition into a Merkle-ized Reasoning Trace:

• Leaf Nodes: Each atomic step in the SOP is encapsulated as a cryptographic leaf (e.g., Leaf 1: zkTLS Fetch; Leaf 2: Fact Audit; Leaf 3: Final Verdict).

• The Root: These leaves are aggregated to form a unique Reasoning Merkle Root.

• The Anchor: By storing only the Root on-chain, Cournot achieves unbounded cognitive complexity with constant gas costs, allowing for deep verification without network congestion.