By enforcing deterministic semantics and explicit data requirements, Cournot provides clear benefits across the ecosystem:
Greater trust and clarity for market and application creators,
Fewer disputes through reduced ambiguity,
Lower verification costs via constrained evidence and reasoning,
Scalability to long-tail markets previously too complex to resolve,
Internet-scale AI resolution, where automation does not compromise accountability.
Together, these properties enable AI-native oracles to move beyond headline events and safely resolve the full spectrum of real-world conditions that modern decentralized systems depend on.
