> For the complete documentation index, see [llms.txt](https://docs.cournot.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.cournot.ai/overview/the-oracle-evolution.md).

# The Oracle Evolution

Traditional oracles made trusted data available on-chain. They solved a critical first problem: connecting blockchains to the real world. But data delivery is only the beginning.\
As onchain systems evolve, from simple financial primitives to prediction markets, real-world asset platforms, trading intelligence, risk management, and autonomous agent economies, the oracle must evolve with them. 

The questions being asked are no longer just "What is the price?" but "What does it mean?", "What is happening?", and "What should happen next?"<br>

Cournot expands the oracle model into a full intelligence stack:

<figure><img src="https://2241883016-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FWPGzY99JooaGhfRwwXbw%2Fuploads%2Fa9pcDcIjdx8w1JjeNu0k%2F1.%20The%20Oracle%20Evolution.png?alt=media&amp;token=7642dff6-6f31-4458-a1e2-3abbc1e86ed2" alt=""><figcaption></figcaption></figure>

Each layer builds on the previous. Each layer unlocks new categories of applications that were previously impossible. Together, they form **Oracle 4.0: a verifiable intelligence layer for the autonomous economy**.

#### Where Cournot Stands Today

| Layer                                   | Status             | Description                                                                                                 |
| --------------------------------------- | ------------------ | ----------------------------------------------------------------------------------------------------------- |
| **Oracle 1.0: Data Feed**               | Industry baseline  | What traditional oracles provide. Cournot also supports standard services (VRF, price feeds) at this layer. |
| **Oracle 2.0: The Semantic Oracle**     | Foundation         | Cournot's semantic query layer over aggregated, multi-source trusted data.                                  |
| **Oracle 3.0: The Intelligence Oracle** | Live in production | Cournot's core product: the Resolution Oracle, actively serving prediction market platforms.                |
| **Oracle 4.0: The Agentic Oracle**      | Active development | This is where Cournot is building towards; autonomous agents that continuously monitor, reason, and act.    |