The AI-Native Oracle that interprets reality and proves it. Backed by @yzilabs
Joined January 2026
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Cournot is backed by @yzilabs through @EASYResidency Season 3
Cournot interprets real-world events by aggregating multiple sources in real time and applies multi-agent reasoning to reach a judgment. Every source, reasoning step, and conclusion is cryptographically provable onchain, making every judgment verifiable.
Together, we're powering a future where markets, autonomous agents, and onchain applications can securely settle against real-world truth on @BNBCHAIN.
Agents are starting to use intelligence as infrastructure, not just as an interface. We have seen the demand, , proven the use case, and we want to be the verifiable intelligence layer more teams can build on.
We’re actively looking to work with teams across:
• AI agents & agent marketplaces
• Trading & market intelligence
• Prediction markets
• RWA & private credit
• DeFi & risk infrastructure
• Payments & compliance
• Gaming, social, and event-driven applications
If you are building on @BNBCHAIN ecosystem and your product needs event probabilities, source-backed intelligence, real-world condition monitoring, or verifiable decision inputs, we should really talk.
DMs are open. LFG 🔥
Within just one month after being the top 3 trending Skills on Clawhub, @CournotProtocol 's Intelligence Oracle skill has already grown so much:
• 15K+ installs
• 14K+ active wallets
• 221K+ calls
This is not just growth. It is proof of demand. The thesis is becoming clearer with every call: agents need intelligence before action.
This is the layer we believe will become increasingly important as agents move from assistants to economic actors.
Still a lot to build. Still a lot to work on. LFG 🔥
Users safety come first. take immediate actions if your organization is using PHP. We have checked and we're not using PHP anywhere in our tech stack. Stay SAFU.
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
Cournot does not use PHP anywhere in our tech stack, and our platform is not affected. Clients can confidently rely on our services.
Stay SAFU.
For industries like credit, compliance, RWA, and AI agents, useful verification often depends on sensitive information that should never be exposed publicly.
Cournot’s approach is to separate the fact being verified from the underlying data: authenticate the source, evaluate the relevant condition, and return a structured, auditable result without publishing the raw evidence itself.
That means proving what is necessary, while keeping everything else private.
Exciting things are coming to Bangkok during this @binance Blockchain Week. Make sure you won't miss it at binanceblockchainweek.com 🇹🇭
Congrats to @odagius for his appointment as @BNBStandard's CEO.
We’re excited to announce Alex Odagiu as CEO of BNB Standard (Nasdaq: BNC), effective today.
Catch him in his first appearance as our CEO live on stage at @money2020 USA in Las Vegas at 11:00 a.m. PT, in a fireside chat with Remy Blaire of @FINTECHTVglobal.
globenewswire.com/news-relea…
Blockchains work because public information can be verified by everyone. But much of the real economy runs on private data: credit records, financial statements, compliance documents, proprietary research.
That means oracles need to do more than bring data onchain. They need to verify what matters without exposing what should remain private.
And that's what we do.
True story.
Jean-Denis Greze, founder of @TownAI, on the question every AI app founder gets asked: what stops the big labs from crushing you?
"It is risky always to be competing with your suppliers, right? We're competing against our suppliers. So you gotta ask yourself, is that naturally the right state of the world?"
"Someone at OpenAI, at Anthropic, at Google could wake up and decide to do that. So the better answer actually is to think about our customers and what they want."
"It is our job to determine from all the AI capabilities, frontier model, open weight, what is the right thing for you as a business. And I think you can save money there, but also you can de-risk ever having made the wrong partner."
"There are companies that picked OpenAI like two years ago, and then Anthropic was better at coding for a 12-month period. And those companies had to use both because they realized to be competitive, they needed Claude."
"If you're a smart business, you really think about the neutrality of who's providing intelligence for you and who's routing."
@jgreze @arampell
AI agents can become incredibly capable. But capability doesn’t matter if users don’t trust them enough to act.
This figure shows an important key takeaway. The real adoption bottleneck is not capabilities of the agents, but the confidence:
• What did the agent know?
• Why did it make that decision?
• Can the evidence be verified?
• Was the outcome actually delivered?
The next generation of agents won’t win on capability alone. They’ll win on verifiability.
AI is helping Americans shop, but 42% don't trust it to make a purchase yet
Even in the most popular categories, only about a quarter would let AI choose and buy for them:
- 27% for clothing
- 26% for electronics
- 25% for travel
Charts of the Week: a16z.news/p/this-week-in-cha…
Better market intelligence isn’t more noise. It’s a clearer reason to act or not to act.
Cournot's Intelligence skills bring you exactly that.
A market can drop 11% in a day and every trader sees the price move immediately.
What takes longer is understanding why.
Is the move driven by a credible downgrade risk? Forced institutional selling? FX stress? Market-structure concerns? Or a combination of all four?
That is where an Intelligence Oracle becomes useful.
Instead of just reporting the move, it can help traders break the situation into a defined claim, gather the relevant evidence, assess how credible each source is, and estimate how likely the next outcome actually is.
For example:
Claim: Indonesia is downgraded from Emerging Market to Standalone
Evidence: MSCI statements, regulatory developments, market transparency concerns, fund-flow implications
Probability: updated as new evidence arrives
Output: structured, source-backed market intelligence
For traders, that creates a better decision loop:
price move → event → evidence → probability → action
Price tells you the market reacted.
Intelligence helps you understand what it is reacting to, how credible that reaction is, and what may come next.
🚨 Indonesia’s stock market crashes over -11% recording its biggest crash since 1998.
MSCI is considering downgrading Indonesia from an "emerging" market to a "standalone" market.
A standalone downgrade could force global funds to sell Indonesian stocks, triggering billions of dollars in outflows.
The move comes amid concerns over market transparency concentrated ownership and trading integrity.
The announcement triggered a massive sell-off and forced a temporary trading halt.
The Indonesian rupiah falls to 18,070 per dollar, nearing its record low of 18,190.
A big congratulations to our partner @renaissxyz on taking collectibles another step further into onchain finance. Excited to see what comes next.
Pull → Trade → Now, Stake.
From pulling the card you wanted to building a collection of your own, your Renaiss journey turns a new page today.
Renaiss Earn is now live on @renaissfi, bringing TCG cards into the world of onchain yield.
We brought the thrill of the pull onchain, along with collecting and trading. Now, staking opens up new possibilities for your collection.
Your collection. A new chapter.
Only on @BNBCHAIN.
Start your next chapter:
renaiss.xyz/earn
The next oracle has to understand the world around the price. Markets don’t move on prices alone. They move on earnings, regulation, litigation, product news, supply chains, geopolitics, and sentiment.
Price oracles tell you where the market is. Intelligence oracles help explain what changed, why it matters, and whether the evidence is strong enough to act on.
Crypto is inevitable. Crypto works 24 x 7, and x 365. 100%
.@hosseeb on speculative mania:
"There's no financial revolution that has taken place without some kind of speculative mania... Now we see it happening with AI, and of course we've seen it many times now with crypto."
"The thing that really explains speculation is human behavior, and ultimately people's willingness to believe and to pull forward the expectations of the future."
"One thing that you can see from all the bubbles that previously took place within crypto is that they were all correct. They were all right that crypto was going to take over the world, that it was going to expand like a wildfire, and that it was going to be way bigger than anybody at the time was contemplating."