# Cournot

> The AI-native oracle that interprets reality and proves it. Cournot turns fragmented
> real-world evidence into verifiable judgment: what is likely to happen, what did happen,
> and what should happen next. Every source, reasoning step, and conclusion is provable.

Built for prediction markets, tokenized assets, trading, and autonomous agents.
Backed by YZi Labs. On-chain proofs on Base and BNB Chain.

## Traction in production (as of October 21, 2026)

- Notional value influenced: $1,410,653,180
- Shadow notional value influenced: $9,572,183,506
- Resolutions produced: 6,462
- API calls: 17,600+
- Resolution accuracy: 99.71%
- Dispute rate: 0.30%
- Median time to a verified resolution: under 8 minutes
- Intelligence Oracle skill: 15,000+ installs, 14,000+ active wallets, 221,000+ calls (since Aug 24, 2026)
- Public case catalog: 6,144 cases across Polymarket, Limitless, Myriad, PredictFun, and 42

## Products

- Resolution Oracle — evidence-backed settlement for prediction markets and on-chain contracts. Official resolution layer for 42; live with Myriad. Public case record at https://pro.cournot.ai/
- Intelligence Oracle — an agent skill returning one probability for an event with the claim and its sources: https://skill.cournot.ai/
- Price Feeds & VRF — drop-in feeds for majors, judgment-based pricing for long-tail and tokenized assets, and verifiable randomness delivered in under 500ms
- Agentic Oracle (in development) — agents that monitor, reason, and act inside defined policies

## How it works

- Proof of Reasoning (PoR): three staked stages — Collector (source authenticity, zkTLS), Auditor (logical coherence, Merkle-ized reasoning trace), Judge (schema-compliant verdict)
- The Verification Chain: zkTLS provenance, opML deterministic replay, schema-constrained output, permissionless Sentinel enforcement. Inference runs once; verification is O(1) per challenge, so one honest node is enough
- Confidential by design: private queries are proven with zkTLS and computed inside multi-vendor attested TEEs. Only the verdict and its proof go public

## Links

- Website: https://cournot.ai/
- Docs and whitepaper: https://docs.cournot.ai/
- Partner Public API: https://docs.cournot.ai/api-reference/partner-public-api
- Explorer: https://pro.cournot.ai/
- Agent skill: https://skill.cournot.ai/
- Blog: https://cournot.ai/blog
- Medium: https://medium.com/@CournotProtocol
- X: https://x.com/CournotProtocol
- Contact: https://tally.so/r/RGDjqK