Cerebro

The intelligence layer for the onchain economy.

[Cerebro @Cerebro_RH]

The Cerebro Inference Marketplace is now live.

https://t.co/LuvuItmXaW

Inference credits earned through Cerebro now have a market.

If you’ve earned credits and don’t need all of the compute, you can list the unused portion for sale.

If you need inference, you can buy credits directly from other participants. Listings compete on price, orders are matched from the best available price first, and payments settle in USDC on Base.

The loop is now complete:

Hold Cerebro → earn inference → use it or sell it.

Need more?

Buy inference → generate your API key → consume the compute.

This is important because unused inference no longer has to sit idle. It can move from someone who doesn’t need the compute to someone who does, at a price determined by the market.

We started by turning token activity into inference rewards.

Now those rewards can be earned, consumed, bought and sold.

Stay tuned. We’re not done yet. More announcements are on the way.

[Cerebro @Cerebro_RH]

The Dune dashboard should be ready sometime next week. Once it’s up, we’ll quote this post back as usual. That’s pretty much how we like to do things. Say what we’re working on, build it, then come back when it’s done.

I think Dune will be important for Cerebro as activity starts picking up. Instead of us constantly posting screenshots and numbers, everyone will have somewhere to track the protocol activity for themselves.

And it’s not only useful when numbers are going up. If usage grows, you’ll see it. If things slow down or stay stagnant, you’ll see that too.

That’s useful for us as builders and for the community. We can actually look back over time and see the progression, where activity is coming from and how Cerebro is being used as more pieces of the economy come online.

We’re still small, which is exactly why I’d rather start tracking this stuff now. If Cerebro gets much busier later, we’ll have the history to look back on.

More soon. 🧠

[Cerebro @Cerebro_RH]

We’ll get this up as soon as possible, hopefully around the same time as the X Space scheduled in 4 days. Will quote this post once it’s ready.

[Cerebro @Cerebro_RH]

@TheVixhal I mean a proof alone doesn’t suddenly make NP-complete problems cheap to compute

[Cerebro @Cerebro_RH]

@TheVixhal Even if they prove P = NP, isn’t the real question whether the resulting polynomial algorithm is remotely practical?

[Cerebro @Cerebro_RH]

Around 10 hours ago, we posted a demonstration showing the sell side of the Cerebro Marketplace.

We had a small hiccup on the buy side. The initial bugs were addressed, but the whole experience still felt incomplete, so we went back in, patched everything, triple checked the technical side and tested the full flow again.

This is now a much better representation of the complete Marketplace flow, running smoothly from buying and selling inference credits all the way through to order history.

Safe to say, the transition from Phase 1 into Phase 2 went smoothly and everything is working together the way we intended.

Phase 2 finally feels complete.

Now it makes sense to shift our attention to Phase 3, where the real fun begins. 🧠

Let's win.

[Cerebro @Cerebro_RH]

🤝

[greb @grebby]

as a tech guy from a pretty decent school

this is one of the most impressive github's ive seen in a long time from a doxxed dev, not even counting anything around the project

in a sea of undoxxed rugs this is one to watch out for

[Cerebro @Cerebro_RH]

@MEADGod 👏

[Cerebro @Cerebro_RH]

There was a reason we made this quick tip post in the first place, and now feels like a good time to bring it back for anyone new to Cerebro.

Hope it helps you understand what we’re building a little better.

We keep building.

[Cerebro @Cerebro_RH]

Quick tip 🧠

When listing your inference credits, don’t just throw in a random price. Check the current market listings first. Buyers are matched with the best available price, so pricing your credits competitively gives your listing a better chance of being filled.

Small detail, but it matters once more liquidity starts coming in.

[Cerebro @Cerebro_RH]

@antonkarlovskiy

[Cerebro @Cerebro_RH]

On September 15th at 6PM UTC, @antonkarlovskiy Anton will be hosting a live Space to properly sit down and talk about Cerebro.

No scripted announcements, just a proper conversation around what we’ve been building, how inference actually works, why we decided to build an economy around it, and how Phase 1, Phase 2 and the upcoming Phase 3 connect together.

He’ll also go deeper into the technical side, the marketplace, API usage, where we see inference demand heading, and some of the ideas we haven’t really had the chance to explain properly through posts.

There’ll be time for community questions too, so if there’s anything you’ve wanted to ask about Cerebro, inference, the tech or what comes next, bring it along.

September 15th | 6PM UTC
See you there. 🧠

[Cerebro @Cerebro_RH]

Also, protocol usage through the API has been trending up. As more people learn about Cerebro and start using it, the economy we envisioned around inference will grow with it. 🧠

[Cerebro @Cerebro_RH]

$1,021.04 in inference credits distributed so far. 🧠

Progress has been slow and steady, but that’s the part I like seeing. The number keeps moving, people are using the product, and activity is gradually picking up.

Cerebro is still small and there are plenty of people who don’t know we exist yet. As more people find us and start using what we’ve built, I’m looking forward to seeing where these numbers go.

Still early. More to come.

[Cerebro @Cerebro_RH]

As mentioned yesterday, the main dev behind Cerebro wanted to go public, so it’s time to introduce our main guy, @antonkarlovskiy Anton 🧠

We’ll keep this page mostly for the bigger Cerebro announcements.

For the day to day stuff, quick updates, bug fixes, dev work and some of the thesis behind what we’re building, Anton will be posting from his own page.

Go give him a follow. You’ll probably hear from him a lot more than us.

You can check his work here : https://t.co/l1J7oJHdBg

[Anton.K @antonkarlovskiy]

I'm Anton, the brain behind Cerebro.

I've mostly stayed behind the scenes since launch and focused on building. That's still where most of my time will go, but I figured it makes sense to start sharing more of the process publicly.

You can check out my GitHub here: https://t.co/b2KJExdaHv

I'll use this account as a bit of a dev diary: code, bugs, fixes, experiments and things I'm working through. I'll also share what I'm learning about AI engineering, along with my thoughts on inference, compute markets and where I think Cerebro can go.

Not everything I post here will be an announcement. Some of it might just be me thinking out loud while building.

Cerebro will still be the main channel for project updates.

Phase 1 and 2 are shipped. Phase 3 is where things start getting a lot more interesting.

Back to work. 🧠

[Cerebro @Cerebro_RH]

@antonkarlovskiy 🤝

[Anton.K @antonkarlovskiy]

I'm Anton, the brain behind Cerebro.

I've mostly stayed behind the scenes since launch and focused on building. That's still where most of my time will go, but I figured it makes sense to start sharing more of the process publicly.

You can check out my GitHub here: https://t.co/b2KJExdaHv

I'll use this account as a bit of a dev diary: code, bugs, fixes, experiments and things I'm working through. I'll also share what I'm learning about AI engineering, along with my thoughts on inference, compute markets and where I think Cerebro can go.

Not everything I post here will be an announcement. Some of it might just be me thinking out loud while building.

Cerebro will still be the main channel for project updates.

Phase 1 and 2 are shipped. Phase 3 is where things start getting a lot more interesting.

Back to work. 🧠

[Cerebro @Cerebro_RH]

@mustafasuleyman 1m in 5 days is wild. what are you guys seeing on the inference cost side at that scale?

[Cerebro @Cerebro_RH]

Website has also been updated. Take a scroll down and check out the new roadmap section. https://t.co/bZ0ftSGfwf

[Cerebro @Cerebro_RH]

A few hours ahead of schedule, the roadmap is updated.

https://t.co/GrhZbsfLW4

You can now keep track of everything we’ve completed since launch, what we’re currently working on, and which phase Cerebro is at.

As mentioned earlier, I wanted this available on both the GitBook and website so anyone who missed previous updates and articles can easily catch up.

Both have now been updated.

More to build. 🧠

[Cerebro @Cerebro_RH]

We’re also working on a proper Cerebro roadmap so everyone has an easier way to keep track of our progress.

A lot of information around each phase, including beta updates and what we’ve already shipped, is spread across different articles and posts. We know some people may have missed those along the way.

The roadmap will bring everything together in one place, showing what we’ve built, where we are now, and what comes next.

It’ll be uploaded to our GitBook.

We’ll quote this post once everything is up. 🧠