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Carbon DeFi’s Execution Architecture and What Comes Next

February 26, 2026
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This sequence relies on questions submitted by the Bancor neighborhood and answered by Undertaking Lead, Dr. Mark Richardson, in a current Q&A session.

Half 1 focuses on execution structure, intent-based techniques, protocol upgrades, and the way Carbon DeFi matches into an evolving pockets and AI-driven panorama.

Q: As wallets transfer towards providing each crypto property and tokenized actual world property in a single interface, customers more and more work together with outcomes quite than particular person protocols.

Given Carbon’s intent-based design, do you view this pattern as reinforcing the unique thesis behind Carbon, or as a possibility for intent-based techniques to help a wider set of execution patterns over time?

https://medium.com/media/4728cfd8fec318c0345e414cb3372a00/href

Mark:

I feel it does reinforce the thesis, the motivation behind Carbon’s design. And it’s an astute commentary that whoever posed this query is making. I agree.

Customers don’t actually care about particular protocols they work together with, solely the target that they’ve and the factor they wish to obtain.

I feel what’s altering very quickly is the interfaces that customers are interacting with to realize nearly all of onchain transactions representing customers particular ambitions, is essentially going to be ruled by the rising AI paradigm. I’ve this hunch that by this time subsequent yr an enormous quantity of exercise onchain, perhaps all of it, or near all of it, will probably be carried out by AI brokers performing on a person’s behalf in keeping with the directions the person offered it.

We’re already seeing issues like Open Claude the place this repository of expertise that you would be able to impart to AI brokers is de facto taking off.

I heard simply at this time that the variety of commits to that repo is greater in quantity than Linux commits, which is wonderful for an open supply mission.

I feel that form of agent based mostly interplay, the place we’re not even assuming anymore that customers are navigating to a entrance finish and inspecting a protocol earlier than utilizing it, however quite they’ve communicated to an agent that represents them what it’s that they wish to obtain, after which the agent has to try to work out which protocols it’s going to work together with to finest accomplish a sure objective,

I feel Carbon goes to suit actually, rather well into that particular paradigm.

Not solely is it reinforcing the unique thesis behind Carbon however I’m taking a really broad, very stern place that that is one thing we truly have to lean into.

Not simply Bancor particularly, however as an business. This concept that brokers would be the predominant customers of blockchains within the very close to future.

Particularly given that this person has written into their query.

I don’t assume DeFi protocols, their branding or neighborhood, are as essential because the factor that it permits an individual to do.

In that vein, I’d say Carbon is already very nicely positioned to utilize that form of pragmatism.

We’ll go to important effort to guarantee that we lean as arduous into that rising paradigm as we can.

Q: How does Carbon match right into a future the place wallets and brokers default to protected or intent-based execution quite than public mempool execution?

https://medium.com/media/10f5649fa3715fc3ab1bd4d9623b2ef8/href

Mark:

Protected execution and intent-based execution, each form of depend on public mempools. So long as you’re interacting with a blockchain, the transaction has to undergo the mempool finally. Let’s not make the error of separating these two issues too shortly, however I perceive what the one who requested this query means.

And intent based mostly execution is all the time one thing I’ve taken situation with as a result of I take into account all protocols to be intent based mostly. However I feel within the trendy context, what it actually means is somebody says, I wish to obtain this, and whoever can get me that outcome, I’ll pay them this quantity or one thing like that.

I do take into account Carbon to be a extremely intent aligned protocol. You don’t truly have to work together with a secondary, summary, or third celebration intents based mostly answer since you get it out of the field whereas interacting with Carbon within the first place.

The place wallets and brokers default to those issues, the distinction between these sorts of paradigms and the paradigm represented by Carbon is on the very least a bit blurry. That means that if these teams are particularly desirous about these sorts of protections, then I’d take into account Carbon to be one of many intent based mostly executions they’d be interested in. I don’t see that it’s aggressive. I feel Carbon particularly aligns itself with precisely that form of mentality.

Q: What prevents Carbon fashion execution logic from being commoditized by wallets, chains, or different protocols implementing comparable curve based mostly or intent based mostly techniques internally?

https://medium.com/media/9a43c8ced7f4148b62d9654649ffd877/href

Mark:

Yeah, it’s query. Basically, there’s nothing stopping something. It’s going to return all the way down to first, whether or not they even perceive how our implementation of Carbon works and secondly, whether or not or not they’ve obtained the infrastructure to really make it function.

It’s all the time a threat on this area that you’ve a good suggestion, you present individuals tips on how to implement it, they usually turn into impressed by your instance after which resolve to compete with you by releasing an equivalent product. That’s simply the unlucky actuality of the area that we dwell in.

However what I’ll say is that Bancor continues to have a robust mental property coverage, such that if there are gamers that intentionally and knowingly plagiarize our protocols, we are able to then take authorized motion in opposition to them. If it’s an nameless group, in the event that they’re comparatively small, sadly there’s simply not a lot we are able to do to forestall it.

Copyright and plagiarism and patent infringement. All of this stuff fall below a sure umbrella. It actually simply comes down as to if or not you assume persons are going to be so disrespectful that they really feel they will try this to you. Or whether or not or not they’re going to be compelled to give you their very own concepts.

Q. Do you’ve gotten any updates on the protocol improve you talked about earlier, and when the neighborhood may count on to be taught extra?

https://medium.com/media/15ea0612729accc54dbb023f198f1dbe/href

Mark:

For many who are unaware, I’ve been engaged on the subsequent function set for Carbon, if we are able to name it that.

It’s been a very long time within the works, and it actually represents a reasonably important generalization of the protocol I feel is immensely highly effective. There’s a course of whereby we file a provisional patent software to guard our mental property on these sorts of issues.

That course of has been just a little bit extra protracted than I anticipated merely due to the size and scope of what it’s I’ve accomplished this final yr.

It’s a considerably extra sophisticated invention and so it’s taking just a little bit longer than I had anticipated.

Nonetheless, we are actually mainly proper on the finish of that course of. I needed to educate the contributors. I needed to educate our attorneys.

And that’s required a whole lot of consideration and care. However completely satisfied to report that it’s now proper on the finish of that course of.

I’ve a really thorough doc written up that particulars precisely what these options will probably be and the way they function, together with the complete mathematical elaboration of the idea that underpins it.

And I’d count on that it’s most likely only some weeks away now. However relaxation assured that with respect to its improvement that really started a very long time in the past.

It’s not like that is the 1st step and we have to wait to publish.

I have to do an enormous quantity of implementation and feasibility research and stuck level arithmetic precision and accuracy checks and potential gasoline issues, contract measurement and all that form of stuff.

In order that improvement course of has already started and is getting fairly mature now. So the time period between truly publishing this factor and getting an opportunity to talk about it with neighborhood members, and people options truly being obtainable to make use of, goes to be a lot shorter I feel, than anybody realizes.

Q: May you clarify the time within the worth decay of the brand new Vortex?

https://medium.com/media/2af448838e83d6d7507e63a34ff37737/href

Mark:

The shortest reply I can provide is that basically the vortex accumulates an entire bunch of tokens as a result of the protocols will commerce with no matter makers ask to be traded with. This consists of each the quote and base property of every technique on all completely different chains.

So the way in which the Vortex 2.0 works is there’s a vault that accumulates all of these tokens.

As a result of the good contracts don’t know what these tokens are, and since we don’t depend on oracle feeds, which introduce a really particular exploit vector that we have been decided to keep away from, what it does is it units the entire tokens it accumulates to the very best attainable worth the good contract can retailer.

So no matter token it’s obtained, let’s simply name it meme token A, and it’s obtained meme token B, meme token C by Z, as a result of it doesn’t know what they’re price it says, okay, I’m going to worth these tokens at 34 occasions 10 to the 37.

In order that’s a 34 with 37 zeros after it, normally denominating this in ETH. It’s going to additionally generally do it in regardless of the native gasoline token is of the chain that it’s on.

So we’ll say, okay, if you would like this one meme token from me, it’s going to value you 34 with 37 zeros following it, which is a prohibitively excessive worth.

Then it slowly reduces that asking worth as a perform of time. We use what’s referred to as exponential decay. Precisely the identical because the radioactivity half-life of radioactive parts.

So it begins at 34 occasions 10 to the 37, and it decreases easily such that each six hours the asking worth could have halved.

So I wish to make this clear. It’s a clean decay, so it’s not prefer it’s a sure quantity after which six hours later it out of the blue drops to half that quantity.

Quite, it very slowly over that six hour interval will strategy 50% of the unique worth. And it does that with each block.

It makes use of the timestamp of the block that’s being mined to measure that decay. The design precept right here is that finally the asking worth will probably be mainly on par with regardless of the liquidity for that token exists on the chain the place that public sale is happening.

And at that time somebody who both needs to purchase these tokens as a result of it’s worth will commerce with it, or an arbitrageur will take discover after which commerce these tokens and carry out an arbitrage transaction with them, which is completely positive. And I ought to level out that Bancor’s Arb Quick Lane may also take the accountability for finishing that transaction on the identical time.

In order that’s mainly it. We begin on the highest attainable worth for all tokens within the contract, and we easily let the value drop from that most worth such that the asking worth is halved each six hours.

Proceed the Sequence

This dialog continues in Half 2, the place Dr. Richardson addresses regulatory developments, tokenized actual world property, and the way Carbon DeFi matches into evolving market construction.

Half 3 explores governance, privateness design, institutional alignment, and what long-term success truly means for Bancor.

Bancor

Bancor is a pioneer in decentralized finance (DeFi), established in 2016. It invented the core applied sciences underpinning nearly all of at this time’s automated market makers (AMMs) and continues to develop the foundational infrastructure crucial to DeFi’s success — specializing in enhanced liquidity mechanics and strong onchain market operation. All merchandise of Bancor are ruled by the Bancor DAO.

Web site | Weblog | X/Twitter | Analytics | YouTube | Governance

Carbon DeFi

Carbon DeFi, Bancor’s flagship DEX, allows customers to do every little thing attainable on a conventional AMM — and extra. This consists of customized onchain restrict and vary orders, with the power to mix orders into automated purchase low, promote excessive methods. It’s powered by Bancor’s newest patented applied sciences: Uneven Liquidity and Adjustable Bonding Curves.

Web site | X/Twitter | Analytics | Telegram

The Arb Quick Lane

DeFi’s most superior arbitrage infrastructure powered by Marginal Value Optimization, a brand new methodology of optimum routing with unmatched computational effectivity.

Web site | Analysis | Analytics

Carbon DeFi’s Execution Structure and What Comes Subsequent was initially printed in Bancor on Medium, the place persons are persevering with the dialog by highlighting and responding to this story.



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