 Cool All right, okay, so we're co-presenting So bear with us So yeah, cool. So we're here to present on the future of get quite grants I'll take a minute to maybe kind of like to find the meta problem a little bit Just so we kind of know what we're we're really kind of going for And that's really about how we scale up capital provisioning Okay, cool. Oh, yeah, we have a slide. Oh, maybe you want to take a minute You can pull this up on your phones and this is how we're gonna do Q&A here So if you want to ask a question Promise that's a safe QR code I can talk to Leon if you see anything Yeah, we'll use that to like guide the conversation after we get through it But yeah, feel free to answer enter questions in there vote up questions Yeah, I'm still seeing cameras. I'll wait for you guys to wrap it up All right, cool So do you want to do this one? Cool, go for it. So this is we're kind of borrowing this from Glen Weil He did presentation on this, but this is kind of trying to set up these Kind of thoughts these camps. I guess that we see is kind of issues that are coming up in the future First one corporate libertarianism, maybe you want to take this I Think it's like kind of the ideology that's very present and like the Bitcoin maximalist community But even in like kind of very high tier Silicon Valley Peter teal like takes on the future of technology. We're like basically they're advocating or predicting the End of all forms of social organization that we know like the fall of the nation states a fall of companies And we'll only have trustless networks like Bitcoin and the southern individuals that hold their keys kind in these networks So obviously that doesn't sound so positive if you if you like and then there is like a kind of Other dominant thing I would say in technology where you have you know kind of the Artificial general intelligence predictors they give us another kind of vision of the future. Well, they say okay We'll have this super powerful computer that will rule everybody every human being and like We will only have this Top-notch computer that controls everybody or we'll have billionaires kind of doing effective altruism and like directing like capital to causes and Yeah, that's Also, I think not really desirable to like leave all these decisions to Write a few handful of people governing the planet and the vision that get going kind of is Trying to advocate for sees itself in is like plural democracy You might have seen like what the radical exchange movement is up to founded by land while like basically developing Markets and like democracy mechanisms that are like true or to The richness of you know our diverse lives because indeed actually we have so much collective intelligence and like diversity everywhere like we care about all kinds of communities and The vision here is basically let's augment these communities give them tools to make them stronger and foster cooperation between them and this kind of what We we want to do with good going to adjust the analogy. There's kind of Star Trek maybe where you have this very diverse like space of all kinds of different beings that cooperate with each other and live in their very particular but nevertheless like compatible cultures and Basically our vision is to increase social cultural diversity and and foster cooperation between these different groups Do you want to add to that? I think that's good. So I yeah, I guess the last thing we'll say about that is a lot of the I think inspiration comes from the radical exchange, but also V Taiwan a lot of interesting experiments and digital democracy that we think are yeah kind of Helping helping like that that deeper coordination So a little bit about get coin. Everyone knows get coin I think but you know an example of some of the stuff we've been able to do here So we've so far provisioned 60 million in capital total to projects to open source public goods projects There's some logos They're impressive logos. We've recently done some interesting things. We branched out more into causes too. We've had a climate round Some advocacy rounds. We've done some Longevity rounds and then most recently in our last round we did some humanitarian aid for Ukraine So we're branching out beyond just open sourcing into some more general public goods If you want to talk about how it works, yeah So yeah, our core product is a platform called good congrats and on good congrats you basically Have three core roles So you have like a matching fund that usually comes in good coins case from philanthropic organizations like the theorem foundation That want to support the theorem ecosystem And we have all these projects in the theorem ecosystem, right? So it's difficult for them to decide like what project will we give how much capital or should we give them capital at all? So basically on get coin you can create your project and like say hey we are doing this new layer 2 thing and we won't support and and then the community can kind of donate to your project and on the like The green or white fields on this screen where it says contribution are these contributions or donations from the community and Then based on these contributions. You see the yellow area which represents Matching from the philanthropic organization like Ethereum towards these contributions So on the left hand side you have to imagine like this is it like this whole square is a total match That a project would get in like the total funding a project would get in get congrats So let's say this is you know this layer 2 project then one of these squares represents my donation to it The other square represents Kevin's donation. There's another square that represents Lieges and one from Maurice and Basically, you take the square roots of each of these contributions like the square root of $9 is 3 you add up these square roots So the whole length of that squares basically the sum of the squares and then you take the square of of that length and you get this Square that you see there and the big square and then the the difference basically between the size of that square and the Contributions is a match that will come from Ethereum so all like the philanthropists So what it does in the end is it rewards people if they contribute because if you like this project You can anticipate right that they'll be more yellow area if you add to it so we in the first place give people incentive to donate to these projects and On the other hand philanthropists don't need to check all these like thousands of projects But can kind of harness the collective intelligence to distribute the funding that they have available And this is kind of the graphic and in math on the right-hand side there where C is these contributions But yeah, I'd be to go into that further so We've done that basically but there are some dangers to get congrats So one obvious one is that you can imagine like you could set up many robots that make donations on your behalf and Because you take the square root of the donation like many small donations get more matching than like one big giant one So if you did that you could basically get you know this large amount of matching funding that's like coming down on these people thanks to Fred from getconf making that meme and And Yeah, basically we've started working on that You know there's all kinds of projects in the space to try to prove that you're a human like a unique participant in these systems But I think there are also harder cases and this is kind of the evolution of good congrats And like one of the next big challenges that we'll need to tackle even like the first problem is bigger than you might think in a trustless setting so but but the harder cases are like very natural things like family and friends like You know should it really be matched if my girlfriend and I support the same project on your congrats? Like should they have the same match amount as opposed to me and someone who's very different from me support the same project? Because imagine like we do very small quadratic funding thing. I don't know Kevin also my girlfriend and I then we'd be like inherently like We had we could dominate the matching funding because we share more interests than the two of us in a way And and you have that at all kinds of scales right if the city of Berlin said hey We have this matching front tax money to support streets and public parks Basically It's very likely I don't know that Kreuzberg will win because it has like most Inhabitants right because the Kreuzberg people will naturally support everything in Kreuzberg But it shouldn't really count just because they are more or if you scale it really big to like nation-state scale or like Just five billion participants and get congrats It's very likely that most of the matching would go to a Chinese project because if you take the square of like one billion one dollar donations That's like not gonna be I think there's not another like very Large homogeneous group like that that share of so many interests and these things aren't necessarily bad I don't want to frame it as like malicious collusion. It's just natural Human interest and it's kind of a problem that Len Weil identified with Coup d'etat funding that or like any economic system if we assume and it's kind of I know some of you have probably been to like business school Like you get taught like okay like all our models only work if we assume that we are isolated rational beings But we're the opposite of that right like Kreuzberg people care about Kreuzberg and their friends and their family and about Germany Maybe they're part of the Greens party like maybe they like the Ethereum community more than the polygon community So we actually you know like not Selfish at all like everything is about love and like being in social networks and what we're trying basically if we ignore that reality All of the matching funding and even like a complex or like more innovative voting mechanism like quadratic voting or funding all of that Reward from the mechanism will go to the largest homogeneous group and unless we could kind of solve that and and there's some Things like some early responses to these problems. So one as I said is the trust verification Where we just try to make sure that you are human like aggregating different Signals that kind of show okay. You might be Somebody because you've been through proof humanity and bright ID and some other solutions like that And and then there is something called pairwise Crueratic funding which is basically just a different way to compute the quadratic funding formula quickly show that on this Other slide. So instead of taking the the square of the sum of the square roots. We could basically Look at Go up here and You could also right take the square of this contribution the square would I mean and the square of that contribution and Then calculate the size of that rectangle here Take it twice. So we have the pairwise match basically for that pair of people and And then you take that person with that person and you get this rectangle, right? So basically we will just instead of taking the global kind of match value. We'll calculate these Fields here like pair by pair and add them up in the end and and now I show you why this is interesting so Here's just an example of that imagine like Kevin and I would both donate to go ethereum the guest client then Like the math version of what I showed there is just taking two times the square root of Kevin's donation to get times the square root of my donation to get and Now the cool thing is that for any pair of agents We can give them like an arbitrary pairwise matching weight Given some evidence for the social proximity that they have so I know and here's a way to kind of Think this through So Kevin is American. I'm German like so he could basically have a soul bomb token or some piece of data that proves His American citizenship my German citizenship now we're both based in Kreuzberg You know so we could have some at a station that proves that we both work at get gone and and now like Basically a very simple try yet at quantifying that Relationship could be that we just take the number of shared credentials so in Kevin's in my case that will be to write and take it over the number of total credentials or the mean of total credentials if you Calculate that you like basically take it going back to K, which is a matching weight that we have right? Together we basically could just subtract that proximity So if we had a very high proximity like, you know, we have the same friends We go to the same events we like work at the same place I know maybe we have kids together like, you know, like it would very likely be like Point nine or point nine five, you know, and we would have a very low matching weight together this way but if we had be kind of Not cooperating so much and like living different continents different countries different job different friends different interest It'll likely be a very low social proximity. So you get like a low a high matching weight so in that case we'd have two over three credentials in common and The the matching weight then would be when one-third so basically if I don't know the match for Kevin and me It would be a six would just take that match times one-third and kind of reduce it that way and this although this is like a very simple Approximation like obviously like there's so much room for improving these algorithms and like different contexts will need different algorithms So if we do like quadratic funding in the Ethereum ecosystem It might be very relevant what does you belong to like what pro apps you hold or like what roll-ups You're using and stuff like that. Whereas if you did quadratic funding for causes in Berlin will be very relevant like in what neighborhood you live what school you went to or you know, it's very different variables were relevant so basically we need a lot of innovation and like Frigging out how to approximate Sociality between people but even that simple thing I think could make Kidcoin grants way more meaningful in the sense that Even if we just knew for instance like what grants you've contributed to in the past and we're calculating the matches that way we would have way more pluralistic results in the matching because we'd Increase gradually increase the matching for like people who have usually contributed to different projects, you know when they now corporate will give them a high reward and People who have always supported the same thing would kind of get a lower lower reward It's literally like sometimes called it like a Ponzi scheme for diversity because you know like people are different They'd like support the and they support something then okay They get a high reward, but now we could issue some token that shows that they supported the same thing So next time they support the same thing. They'll already be like represented that way as like one community So we always only reward the people who are different and support the same thing and kind of maximize diversity in this very programmatic way So Yeah, Kevin do you want to talk about how we want to build that stuff? Yeah That was great. Thanks, Leon. I think maybe just one bit of context I'm not sure maybe this is in the appendix or something like that But a lot of this thinking comes from the recent desoc paper that came out. I'm sure I'm seeing some heads nod So a lot of this I think they're calling this the correlation index if you go all the way into the appendix They go through exactly how they're thinking about calculating this a lot of this what what Leon saying is about getting this, you know understanding what communities you belong to in a in a way. That's you know privacy preserving This is a project that we've got underway. I'll talk about it in a second But this does let you innovate on other like sort of evolutions of quadratic funding, right? So a little bit about where we're headed with with we're calling grants to we don't have a product marketer If your product marketer come talk to us, but we're just calling it what what we call it. So these are kind of like engineering terms So for grants to one of the one of the key things is a passport project So we've actually been building this on top of ceramic with Joel's team's help. So weird small world moment tonight, but So that's actually dids and VCs were like we that you saw the trust bonus slide a few bits back Oh, man, it's way back there this one So this if you ever donated to get coin grants, we have a trust bonus So we're already doing some attenuation around civil behavior So we've already tried to help like if you can prove that you're a rich human being with many Different data points and you're willing to link those things to your account. You already can earn a trust bonus, right? So this brings your matching weight from starting at like 50% up to 100 pass that to 150 If you really fill up your your passport so to speak so we've decentralized this and we've built this on top of ceramic launching for GR 14 Which is like in a couple weeks. So that's the plan The interesting thing there is that's actually going to be self sovereign. So you're actually no longer this data doesn't sit inside Get coin monolith. It's actually going to sit out on ceramic network It'll be data that you own you sign it with your own keys And it's ultimately non. There's no PII contained within it It's really just that our system as you've gone through this Df sees that you have these different links and will issue you verify verifiable credentials that you Can we can then you present later as that passport to other systems around on get coin or other where other places? That allow you to prove that you are a unique human being. So this is kind of an anti-civil public good that we're gonna be releasing here pretty soon So as you look at That's too One of the key parts of this obviously is that you like quadratic funding quadratic voting all of these things rely on Kind of one person one vote. So that's that's what's represented by souls there not to be controversial or anything like that We're not really dictating how you necessarily need to do that. We've chosen to use this particular System but grants to is really going to be a decomposition of what grants on get coin is now It's really think of it as a toolkit where you can Deploy your own copy of get coin grants run it yourself Or you can customize it. So the key components there, right? That you can identify with people as they vote that they are individuals. So that's that's gonna be the passport project We have a project hub that's coming out also your if you're collecting your donations sorry your Your payout if you come and claim your payout on a get coin grant this next round You'll be prompted to add your project to the new distributed registry That's a key part of making sure that we're creating the space where again project owners really own their data about The description of their project also gives you a place for that one project to kind of live on its own again outside of get coin You'll be able to apply to various ecosystem rounds through that. So again, we're kind of inverting this relationship where you create a grant application that lives on get coin and You know, you get kind of selected based on tagging and stuff What round do you belong in and there's kind of a whole appeals process? It's the other way around so as these self sovereign rounds get sort of spun up in the ecosystem You'll be able to apply to them through the project hub and then lastly we have this this top Which is the plural capital provision arrangements, which is really indicating all of these different ways that people can experiment with it So so get coins landed on pair-wise quadratic funding or pair-wise matching, right? It's been good for us, right? It's worked. It's I think it's driven a certain amount of like strong You know a signal from communities and people keep giving us money to help them distribute to projects So it seems to be working But we think there might be better things, right? So the idea is that if we can kind of give all of these components out there people can start Experimenting and speed running these other things, right? So already there's some really interesting projects retro PGF You have Macy's more privacy-preserving approaches to this and then what Leon was just presenting around Sort of the the desock approach to quadratic funding could be something that could be easily built on top of all of these new Decentralized registries and tools that we're gonna be releasing on top of this So piece by piece you're gonna start seeing this come together over the next few get coin rounds until ultimately This is how we run get coin as I'm gonna be on top of this system Cool, so yeah, I think that's kind of where we're at. Maybe it's time to start doing questions Okay, cool You can come find us here Oh, yeah, lastly if you want to keep on top of this We do have the governance forum for get coin Leon every Monday is taking all of the teams updates and consolidating them as gov post So you're definitely gonna be able to keep on top of what's happening and what's getting built There's links to everything from design files to the Repos to the in progress like demo environments. You should be able to get your hands on this and play with it And we'd love your feedback Find us on discord. We have a grants to channel that's open and we can make it more open if you are interested Yeah, come talk to us there. Oh, yeah, and we're hiring. Sorry. I have to show that too. So One more one more link. All right, cool. Do you want to do this Lido? At least try to find it. Let's see if we have questions. Yeah Cool, what do you think are the biggest risks and opportunities with someone tokens? Yeah, thank you for that question Vincent I Feel like silver on token to me is more of a meme than a particular technology Choice or arrangement some all we're kind of I think all what it means to me really is like Let's build something like let's give you some credential at a station that kind of claims. Okay, Leon lives in Kreuzberg for example, right and It's not easy for me to transfer that to somebody else, right? So I feel like there's Hundreds of ways to implement that probably on public blockchains probably on networks like ceramic probably even on like most like I mean think about all the Like even Analog kind of stuff that you hold that is really bound to you like through very rudimentary like 18th century Technology, I think like faking passports is kind of hard, right? I don't know never tried but I feel like I'm excited to see that like more and more projects like after the diesel pivot drop like tried out to build some So one token standard or two issues so one tokens good coin will likely like issue more and more tokens into this of verse fiber credentials into this ceramic Identity that we're building to those Joel. So I don't think there's like I'm not really ideology ideological about it anyway, like the risks are obviously that it like I mean if you would design it very poorly and had a lot of power You could kind of build something like the social credit scoring system in China or ever but or like Facebook or Google but Obviously, I think Kind of two core values that you should follow like two goals is that it should be really accountable and transparent like who has access to what Data when and where and then the use of that data or like should be and the control of it Should be really aligned with the people that Bound to it and I feel like if we like there's probably not one solution with tons and Yeah, the opportunity is obviously to to really use it and make web 3 way more Meaningful because we can go beyond like only hyper financialization, but also build like very meaningful social institutions through like more plural iterations of quadratic funding or like having more Plural market mechanisms were like different people paid different tax rates based on their sociality Relating to some community. I think there's like all kinds of cool stuff we could build Within I don't do you have I think you covered a lot. I guess like the thing that people classically talk about is like the Non-consensual sold-down token the like scarlet letter sold-down token that that people kind of use and I think ultimately If we decided not to go with an on-chain concept for our Need for like some sort of a soul right in our system if you're trying to prove one person one vote As quadratic funding needs that We opted not to take that on chain and we kept it on the ceramic network so that we're again also using The VCs as the way to sort of denote your membership to a particular identity providing system or to a community in the future So I think it's one of those things. I think the ultimate technology will yeah Leon said evolve, but Right now I think it unfortunately like think the the name has sort of like steered everyone at a particular implementation I don't think that that's necessary. Is there any way to like get into dialogue here? Are there follow-ups? Oh This I like this question. Okay, so is there a risk to politicizing the camps of these these various ideologies that we put forward So I so like honestly think that the idea is that you should have this kind of multi polar world Right where these these three ideologies actually coexist. I think you want the tension of all three I really hope that one of them doesn't just win, right? I mean I think you'll you'll find people gravitating towards all and hopefully there's some sort of, you know Virtuous cycle that happens by having ideas moving between them I think just where I want to spend my energy where I think Where are we where we are building is more in that sort of digital democracy space or you know? pluralistic space I Think a lot of that for me comes from this interest in building for the people who are alive now And have problems now and needs versus, you know the distant future But I'm glad that people are thinking about the distant future I just don't want them to only fund the distant future and not people now I got one thought that I had is that at least a plural democracy or the pluralism vision I mean explicitly wants to recognize different social cultural ecosystems and foster cooperation between them which is kind of what you said, but it's So I think if they're corporate libertarians when we might end up, you know with only one Singularity or same with this Intellect Ignorancy, but at least there's like pluralism will kind of win I think we'll be able to like Have like a I don't know Jen said well in one of his papers like a lush rainforest of like interconnected social groups that like Corporate through the internet and in person and everywhere. I feel like with these like more innovative digital or like plural democracy tools we could really Yeah, build Ponzi schemes for diversity Which sounds cool, how are you going to compute social proximity for accounts that have no attestations? How do you differentiate a new camera from a sable? Yeah, that's it That's kind of like the second question maybe depends I I think kind of On when you will do this So one pretty cool thing about these meaningful attestations about like who you are like where you live what university you went to what high school You went to is actually that if you imagine we had like all these attestations about Like a 20 year old person we'd have like okay there the kids of that person grew up in this place Like because they were registered there, right? Went to this high school now started studying at that university if you have like these credentials from like this trusted university government Some peers like family and friends Like proving personal is actually not very hard at all because you know like okay Like this is obviously somebody right. He's like studying there has this friends that family like it's it's very Not an issue then anymore, but and then the funny thing is that As you grow up you'll collect more and more of these attestations so likely at the latest when you're like For certain age you'll be able to participate in these democratic Mechanisms if you're basically the way you could do it as administrators like query some random tokens that you trust like I don't know you trust German universities and the German government and some doubts in the theorem space and if you have a bunch of like Tokens from these institutions it very likely means that you're human right like cuz they won't all like just give certificates to like you know non-humans and I think One thing that I want to say on this one is Yeah, it's really hard to bootstrap obviously like this this whole soul-bound world, right? So I think we have the luxury of having fairly motivated people people are trying to donate to causes they care about they're already there They're hopefully incentivized to get over the freerider problem and do something to help draw some matching Funds to a project that they care about so in the past we've had the trust bonus We've shown that people are willing to go through that link a few accounts So I think we're gonna hopefully bootstrap a little bit of that just through having just the nature of the grant ecosystem I There was an interesting thing the last thing I'll say come piggybacking what you're saying So so the short answer is you can't tell that apart We're not gonna like go and try to like figure out where you came from if you don't go through and present a passport when you arrive So we're gonna hopefully incentivize people through this sort of trust-bonusing mechanism at least for get coin So that that's how we're approaching it in terms of What what Leigh-Anne was saying there's this moment where I was someone was talking about this which is like you know Even when you have these identity systems like passport and IDs if you ever get a job that's very secure They're gonna do a background check on you. That's actually how any Intelligence agency any police whatever that's that's how they actually they don't really even trust the ID that you present them That's not like the truth. They're gonna go talk to your Parents your whatever spouse they're gonna like try to figure out who you are really So there's already like a precedent for needing this sort of like Community of attestations to prove that you're really who you say you are when when it's really trust is needed at that level So it's a useful metaphor when we think about why this idea of like declaring your sort of community Affiliations is sort of like pre background screening yourself. And if you can do that in privacy-preserving way, which we think you can You should be in a place to actually have a much better trust that that person really is a real human being in our participating authentically So, yeah Ran out of water So to protect the privacy of the souls, this is great So our our current plan right now is to contain no no personally identifiable information So all they are right now is a passport that's connected to a did. Oh, thank you Is a is your passport is connected to a did which is Again, not personally identifiable, you know It does not track track back to to you in any meaningful way all of the verifiable credentials that we're issuing are Again contain no PII just that it was issued by an issuer That is a trusted source and that it's observed the connection to that other system So what we're doing right now is if you're as you go through and you create a stamp in your passport If you open an OAuth session to Google for instance, we're observing that connection And we're issuing a verifiable credential that our system saw that connection and at that point in time you can trust that passport was issued by a trusted system That you can then trust that a person at one point at the point that that was issued They had a access to that a Google account, right? So as you're thinking about all of these pointers back towards a person these stamps are really just pointing at We observe this person having access to those systems or belonging to those communities It really they're outside of being able to like completely map all terrain and then figure out that unique footprint of a person I think this is a pretty safe way to reference a soul in a way that these systems require So yeah, no no PII. There's no like Encrypted credentials or anything like that that you have to then like present and then get decrypted We're keeping it just the observed event is what is really represented in the VCs or the stamps They're going into the current passport So hope hit me up if you have worries about that Yeah, I think Selecting like the credentials for the quadratic funding scoring for instance will be very Yeah, it will likely be a unique choice for whoever is administrating that quadratic funding program, right? So let's say you were funding creative commons music through like get grants 2.0 Then you would likely want some data about like what concerts and festivals people go to what music they listen to usually like what kind of disco takes maybe they go to and That would likely be meaningful in the sense that you want to Like support or reward the grants that receive donations from both the techno and the Like rock community and not just the big techno community in Berlin So you'd identify these projects that are kind of appealing to to the broad society not just one large homogeneous group in society and In turn if we do get going like we might very likely like the grants from that, you know Which is mostly about funding open source software It'll likely be relevant like what get up organizations who work with or what? Ethereum communities you interact with so it's really a question of a what data is available or like how can make that available and then I think it really depends on What diversity means in in the context of that particular community, right? If it's like an open source community diversity maybe means like what repositories you work with or like make pull requests to And if you do a quadratic funding for like public parks in Berlin, it's very relevant like what neighborhood you live in, right? So it's like I think obviously there won't be like and even even like for one community Like I think every community is unique. So there won't be like Even but even in one unique community that won't be a perfect algorithm It's just I think an approximation problem of like trying to approximate social distance in a context Like that. I'm not convinced that all there will be a perfect algorithm But what I can say is that the hyper individualist quadratic funding that we do now where we only know you are human But we don't approximate at all what social cultural like communities you interact with in that ecosystem I think that is doomed to fail because you implicitly give rise to the like largest so more genius group, right? so I think it's like Probably a never-ending research problem that hasn't been researched so much I guess like Facebook and Google research it but kind of for the opposite purpose to kind of like grow eco chambers or like Chinese party tries to make society homogeneous as opposed to diverse so I think there's like some algorithmic research going on and like mapping out social graphs like for sure, but it hasn't really been applied to like Nurturing plurality really I think or like nurturing diversity Yeah, normally you have two more minutes. So maybe one one or two questions more It's a tough one It feels like you were talking a lot about like we have this ideology and we need the tech and now we're trying to like get the tech to line up with the ideology, but it's like You know like first of all, that's a really difficult concept because like we had this entire conversation around like how do you say what is diverse? You know because for me, I know I have the same background as my family and we're all totally different people So like nationality language school and all of that does not apply to me To show a factor of diversity. So like first which is you know, like how to how do you know you're on the right track? To go into diversity ideology direction and second like to see is there some kind of trying to get a feedback You know from the projects and see like, okay Do we get a lot of diversity for from people would just so it's from Elon Musk on Twitter and now they're all like kind of Just doing this thing without having any background knowledge and we have a diversity But we don't necessarily know if we want to listen to those opinions of people We're not really interested in the topic or like do we have like some kind of research behind? What what is the result that we get from this kind of funding? Opposed to something that has a different method of like You know selecting before funding like classic crowdfunding Yeah, I feel like just one notice that we haven't experimented with the like explicit plurality Algorithms at all yet. It's like two month old kind of formal idea and we Everyone is a little out right I say But yeah, we haven't really tried that out and but it's an interesting question like how do you? Verify good results here or like satisfying results, right cuz like I Think I mean this is gonna sound like maybe a cop out, but the answer is I think Is is opening it up to some experiments? So what we have right now is one way of doing this and get coined and we run it for all of our different causes Which I think is somewhat limiting right the idea is as soon as this is opened up and folks can start kind of spinning out their own funding mechanisms You're gonna see people who can point at a better sort of capital allocation They're happier with results the projects that got funded I think also keeping the sort of feedback loop in somewhat smaller communities meaning not not the global Get coined ecosystem, but if you had a small cause around your community was donating to that and your results were You know good for that community. Hopefully you're in that feedback loop and you'll learn So our hope is that we can keep all of these different You know funding rounds that are getting stood up on top of the new platform Protocol rather that that we want them to be sort of feeding some of those findings back into each other Right so that we can all kind of speed run this and find a global maxima not just the local maxima that get coined might have found just Any way like the traditional acrylic funding like we're just just individualists like Not measuring really the like social idea of the people I think even that kind of works and we validate that because you know We give people incentive to donate every quarter to these projects that they care about through the matching fund and And even making these small donations, which is kind of like the cool quadratic twist of quadratic funding and the same time it seems to also Give some good signal in terms of collective intelligence So one of the projects like some of the projects that were like the top recipients and our early grants programs Like two years ago were like uniswap, which is now probably you know the seed funding from Uniswap basically came through get congruence The seed funding of the prism client, which is now like leading the research on e2.0 was one of the recipients there the ZK tech community Podcasting so I think like it is like definitely good tool to harness collective intelligence and with these diversity things We might make it even richer in that sense And I Know we don't have much time left, but this one is a easy one So basically we're building the soil grants 2.0 sweet kind of Evm compatible in the first place. So our goal is to make it compatible with any Evm and From there, I guess we could expand to other Yeah, all right. Thank you very much guys