Regen Network November Community Call

# Regen Network November Community Call *A gathering of regenerators, builders, and visionaries weaving the future of ecological restoration* --- ## Opening: A Communion with Forests The call begins as all good gatherings should—with stories from the land. Voices drift through the digital ether speaking of chanterelles, those golden treasures of the forest floor. In California, after the rain comes, they emerge massive and delicate, growing only in oak duff. The conversation meanders through the wisdom of harvesting—the patience required to let spores release, the joy of returning to the same blessed spots year after year, buckets filled with nature's abundance. One speaker paints a portrait of their hunting grounds: moss three inches thick carpeting the forest floor beneath replanted Douglas firs, ferns unfurling in the filtered light. "A magical fairyland," they call it, "where even without finding chanterelles, the walking itself is gift enough." Another notes the navigation required through poison oak to reach these sanctuaries deeper in the woods. It is seven minutes past the hour when the formal gathering begins. --- ## Welcome and Gathering Dave welcomes everyone to the November community call, noting the recording that will preserve this moment for those who cannot attend. New guests Katarina and Arthana are acknowledged. The camera may not be working, Dave jokes, but the spirit is present—though some question if it's merely a notebook proxy speaking in his stead. November has arrived, nearly bringing the year to its close. The agenda unfolds: products, registry, tokenomics, governance, foundation updates, Liquidity DAO developments, ledger upgrades, and the work of friends at Gaia AI, closing with Gregory and the Regen Commons. --- ## The Multi-Stakeholder Vision: Building Organizations of Care Samu Barnes takes the floor, acknowledging questions waiting in the chat and offering to return to them should time allow. The multi-stakeholder project and organization management feature has been gestating through recent community calls, now approaching its final form. A pivotal moment came when DaoDao launched on Regen Ledger. Noah from the DaoDao team authored the role-based authorization module—a contract allowing certain accounts to execute specific actions like sending credits or updating project metadata without navigating the labyrinth of governance votes. This innovation marks a monumental evolution in how DAOs function, mimicking the fluid authority structures organizations require. The new feature weaves this capability into the Regen Network application's fabric. Users can now birth organizations that hold projects and credits, assigning members distinct roles: owner, admin, editor, and viewer. Each role carries different degrees of agency—owners and admins can manage members and credits, editors might modify organization pages or handle credit listings with a lighter touch. This same architecture extends to projects themselves, honoring the constellation of actors that bring regeneration to life: project developers, land stewards, monitors, verifiers, buyers. Each can now be assigned appropriate roles—owner, admin, editor, viewer, or content contributor—enabling them to manage data posts, attest to information, or update project pages. The bottleneck of one-to-one account relationships dissolves, and verification processes gain new dimensions as verifiers can log in and digitally attest to data, whether public or private. When asked what excites him most, Samu speaks not of surface features but of the underlying magic: organizations and projects created in the Regen application automatically spawn DAOs in the DaoDao application. Though Regen's interface offers a curated set of tools, the full DAO infrastructure lives beneath, accessible to those who wish to dive deeper. A viewer on a project might use DaoDao to propose new approaches to credit management. Treasury functionality for buffer pools and reserve funds exists there, ready for communities to govern collectively. The user interface will maintain Regen's distinctive aesthetic rather than mirroring DaoDao's technical appearance. Users will see a toggle allowing them to switch between personal accounts and multiple organizations, maintaining the clean design while unlocking collaborative power. Dave notes the profound synchronicity: as conversations emerge about directing emissions toward those actively supporting eco-credit production and sales, these organizational structures provide ready-made Regen addresses to receive such rewards. Samu confirms the vision—emissions can flow to project organizations or credit class DAOs, where communities can vote on fund allocation through DaoDao. The architecture for regenerative economics clicks into place. --- ## Regen Builder Lab: Tokenization and Stakeholder Mapping October's Regen Builder Lab session emerged from the community's hunger to understand tokenization more deeply. What began as gentle philosophizing—exploring implications, sharing learnings, questioning fundamental concepts—evolved into examining specific examples. The conversation couldn't be planned or scripted; it possessed its own organic intelligence. Quotes from Austin, Dave, and Gregory capture the session's essence, each perspective adding another facet to the gem of understanding. Every RBL session reveals new depths, suggesting that any single topic deserves five sessions to properly explore its terrain. November's upcoming session will feature live stakeholder mapping with Johan, who is cultivating grasslands projects in South Africa. Many project developers possess technical capacity and capital yet struggle to orient themselves toward market potential and buyer cultivation. The session aims to build collective muscle around stakeholder mapping, recognizing a fundamental truth: perfect MRV and beautiful storytelling mean little without the patient cultivation of buyer relationships throughout the journey. December 18th will bring a book drop session, where Regen Foundation will unveil their new publication—a moment to gather around knowledge made tangible. --- ## Projects Rising: Ukrainian Ecocenter Each community call ventures into the unregistered project territory of the Regen app—that favorite space where the world's regenerators spontaneously create project pages, telling their stories without prompting or permission. Ukraine has become a wellspring of such activity, with six or seven projects emerging from its soil. One project shines particularly bright: an ecocenter in the Carpathian region. They perform the quiet work that eludes easy measurement—recording plant life, documenting rare species, bearing witness to biodiversity. Their project page captures this significance beautifully, making visible the essential but often invisible work of ecological stewardship. It stands as testament to how Ukrainians are seizing the tools of regeneration and telling their own stories of impact. --- ## Registry Expansion: UK and Beyond The Ecometric methodology for greenhouse gas accounting in grasslands and cropping systems continues its remarkable scaling. Twelve new projects have registered, bringing the UK total to twenty-one projects under this single protocol. Each brings credits representing real transformation on the land. This scaling reveals more than appetite—it demonstrates how Regen's infrastructure and services rise to meet demand. The legitimacy of the process shines through in project pages, where visitors can trace the journey from ground-level work through digital verification. Credit batches display comprehensive on-chain information, every document bearing its own IRI—a complete tapestry of trust and transparency. The expansion reaches further still. A project developer from Eastern Europe plans to register 111 farms under this same protocol, grouping them into various projects. This represents both challenge and opportunity: stretching minds and infrastructure to support a scaling protocol while meeting market demand with volume and quality. Each new region interprets the protocol differently, farmers applying practices according to their unique realities. The structure and flexibility woven into Regen's systems prove their worth, adapting elegantly to diverse implementations. --- ## Registry Operations: Growing Pains and Growing Solutions The collective brain of the registry team grapples with questions both scientific and logistical: How should project groupings be handled? What fee structures encourage protocol and project scaling without creating barriers? These questions demand sweet spots that work practically while honoring principle. Services must scale alongside demand. One promising avenue involves AI agents supporting diligence and efficiency processes. Having such tools to explore brings hope of meeting the moment as it arrives. Three new fellows have joined through the Global Warming Mitigation Projects Constellations Fellowship Program. These bright minds arrive twice yearly, bringing fresh perspectives and knowledge of emerging tools. One works with Christian on AI storytelling. Two others focus on supporting incoming project developers with appropriate resourcing and engagement, meeting them wherever they stand in their journey. Their presence brings renewal—they know fifty times more about new tooling than those steeped in existing systems. Fresh brains on Regen's challenges often spark the innovations that carry the work forward. --- ## Tokenomics: Shifting Toward Movement Brandon speaks on behalf of the Tokenomics group, acknowledging Max's tireless work creating materials, documenting everything, scheduling meetings. The Tuesday gatherings have become spaces of genuine excitement as everyone watches Regen token take its place within registry and network, merging with the EVM ecosystem. A liquidity push advances. The special purpose vehicle progresses. The market maker activates across Base, Osmosis, and Celo, with CoinStore base listing creating a centralized exchange UI where all trading activity interfaces with Regen's pools. The tokenomics model hinges on mint versus burn dynamics: reduce issuance, grow demand burns, refine parameters, model governance around eco-credit consumption. The strategy shifts from ledger-centric to movement-centric thinking. Regen positions itself as a regenerative store of value, integrating with Ethereum and commons ecosystems. Gregory's work draws convergence around Regen and its potential. The marketplace flywheel contemplates a two percent eco-credit fee for buy-and-burn mechanisms, scaling through third-party marketplace APIs and developer-led promotion. Tactics include new high-fee Osmosis pools, automation for steady buys, and building momentum around TGN pairings. Brandon notes his personal involvement with enthusiasm: "That's all me. That's all me." --- ## Regen Foundation: Ecological Institutions Will shares news in Austin's absence—Austin travels through California attending indigenous economics gatherings and other convenings. The book they've labored over now moves through printing. *Ecological Institutions: Law, Economics, and Technology in a More-than-Human World* emerges into the world bearing endorsements that sing its significance. Audrey Tang, Taiwan's cyber ambassador and first digital minister, writes: "This essential volume offers a profound upgrade to our social operating system by daring us to undo the false separation between our digital and living worlds, giving rivers, forests, and entire biomes the agency to participate directly in our protocols of civic care. Masterfully bridging ancient wisdom with the cyber commons of tomorrow, this book is a vital read for everyone committed to weaving our many networks into an infinite garden." Sarah Horowitz of the Federal Reserve Board and author of *Mutualism* also contributes her voice to the chorus of support. Mock-ups reveal the book's beauty: a table of contents, ritual note cards designed for field use, an Institutional Development Kit enabling communities to build their own ecological institutions. The first section explores mythology and big-picture ideas. The second offers rituals and protocols as tear-out note cards. The third section illuminates ten case studies from communities worldwide where these ideas take root in soil and society. Fifty advance copies will arrive by air freight in December, destined for close community members who helped birth the book or served as key partners through the years. Another 450 copies will ship over slower routes from Regent publishing in Hong Kong—a press with a distinguished history of beautiful work. A campaign launches in coming weeks: donors to Regen Foundation contributing a minimum of $100 will receive a copy. The webpage and newsletter take shape as the team prepares to share this offering with the world. Brandon requests not just a book but also one of Gregory's shirts, prompting Gregory to invite a direct message. The book's excitement fills the digital space, and Will commits to coordinating rollout with the R&D team to honor the moment properly. --- ## Liquidity DAO: Building Treasury, Awaiting Launch Christian shares Liquidity DAO's steady rhythm: collecting emissions through community-approved transfer proposals, amassing Regen treasury primarily held in reserve for Regenerative.fi's launch. In the interim, small rewards flow through Spinach.fi competitions, sparking interest in Regen pools across various DEXs on Celo. The core strategy crystallizes around Regenerative.fi: a substantial token swap, a co-owned liquidity pool pairing ReFi and Regen tokens. The platform will implement an Aerodrome-style reward model where staked ReFi tokens grant voting power over liquidity pool incentives. Liquidity DAO aims to secure a significant staked ReFi position early, directing all votes toward Regen pools. High APR should follow, attracting more liquidity provision in virtuous cycle. The treasury builds. The launch was expected within two to three weeks, but Balancer's recent hack may create delays—Regenerative.fi uses Balancer code, though their DEX remained unaffected. Thorough audits will ensure future invulnerability before proceeding. Christian pivots to what truly energizes Liquidity DAO: the emerging conversation about shifting emissions from pure network security toward rewarding eco-credit ecosystem participants. Currently, standard proof-of-stake directs all emissions toward validators and stakers, securing the chain—important work, certainly. But what drives Regen Network's success more than anything? Eco-credit sales. What if emissions could reward those involved in credit issuance, purchasing, and brokering? What if USDC commissions from sales joined emissions as incentives? This could catalyze innovation, increase credit throughput, and benefit the entire system in cascading ways. Christian's personal excitement matches Liquidity DAO's institutional interest. Dave resonates from the marketing and sales perspective, noting similar thoughts percolating for a year without time to crystallize them. Everyone's deep networks connect to prospective buyers. Aligned well, this creates a virtuous flywheel of tremendous power. Brandon signals his eagerness for a workshop on retirement lifecycle questions, and Gregory suggests a group session. Dave proposes Regen Builder Lab as the venue, seeing natural fit. Gregory offers a crucial technical insight: with DaoDao-based roles, creating an approved sales associate role for credit classes becomes possible. Not complicated, but requiring coding upgrades. To deeply integrate incentives at the token economics level with fee splits and sales commissions, roles associated with sales must be incorporated into credit production DAOs. "Oh, duh," Gregory says, recognizing the obvious necessity. The pieces align. The conversation flows. The future takes shape in real-time. --- ## Sales and Marketing: The Green Proofing Series Dave introduces a new initiative: the Green Proofing Series, designed with multiple cascading benefits for the Regen Network ecosystem. These twenty-minute recorded video podcasts celebrate fellow sustainability professionals, profiling their theories of change, what they measure and verify for impact, and the humans behind the work. The strategic value extends beyond celebration. Building relationships becomes natural when people love having their stories told. Yesterday's conversation with Conservation International's Director of Regenerative Agriculture—someone distributing significant capital and managing programs with major global organizations—exemplifies this. Recording begins next week with another large target market group, showcasing Regen's software and community of ecological repair experts. These recordings will be published and reshared through participants' networks, exposing Regen Network to broader circles of sustainability professionals who represent target markets and peers deserving celebration in the industry. The team has identified 1,600 data centers worldwide making significant ecological impacts. Targeting these facilities for potential engagement around digitally native carbon offsetting or ecological impact tracking presents opportunities for multiple touchpoints through aggressive LinkedIn campaigns. Testing. Piloting. Constantly honing. The recordings will roll out shortly. Many Mangoes conceived this approach and adapted it to Regen Network's needs and requirements. Brandon offers enthusiastic feedback, particularly praising the cohesives episode as deeply educational. He suggests spreading publication over time rather than releasing in bulk, as algorithms favor consistent scheduling. Dave notes the plan: LinkedIn rollouts with aggressive event platform invitations. The first show already has 500 attendees registered, treated as a proper launch. Each episode becomes its own event. This represents new territory for Regen marketing communications. Dave welcomes continued critical feedback from Brandon, who offers to create shorts from the videos himself. The community rises to support the work in real time. --- ## Ledger Upgrade: The Quantum Leap Gregory takes the screen to explain what Vitwit, one of Regen's validators, has been building: a major leap toward Ethereum interoperability. The upgrade brings Regen Ledger's proof-of-stake code to the latest stable Cosmos SDK version, with all custom modules refactored accordingly. The major victory: IBC 2—Inter-Blockchain Communication Protocol 2. This enables trustless, permissionless bridging to Ethereum, meaning accounts on Regen Ledger can be called and operated by accounts on Ethereum or any Layer 2. Massive interoperability potential unfolds. Tools like DaoDao, superior to much Ethereum tooling, suddenly become accessible via Ethereum addresses. Eco-crediting DAOs and the registry roles upgrade Sam described earlier begin fuzzing the hard lines between these technical approaches. While native Solidity and Ethereum Virtual Machine smart contract deployment on Regen Ledger isn't immediately planned, it's 100% achievable and not prohibitively difficult. For now, CosmWasm and Go remain the focus, but IBC 2 comes out of the box. Vitwit leads a community testnet requiring a couple weeks of testing. More validators need to join, running the upgrade through its paces multiple times to work out kinks and bugs. Gregory encourages Regen stakers to nudge their favorite validators. This massive overhaul carries bonus potential: if the tokenomics working group completes their work, token economics upgrades and parameter changes might pass through the same proposal. Christian notes a crucial detail: version 0.53 allows emissions to point toward different wallets beyond the standard proof-of-stake distribution or community wallet. This enables Liquidity DAO to receive emissions directly through a new proposal. More importantly, it becomes foundational for any system incentivizing eco-credit sales and purchases. Gregory emphasizes the magnitude: 0.53 plus new roles software plus Shawn's AI work equals a double quantum leap—two orders of magnitude increase in network functionality and capability. The excitement is palpable. --- ## Regen AI: Intelligence Woven Through the Network Shawn Anderson opens with gratitude for the high-caliber presentations preceding his own, expressing honor at working with this team during such exciting times. The Regen AI collaboration launched in summer has found its stride, gaining clarity on direction forward. This presentation responds to yesterday's workshopping session with Samu, mapping the next development phase. At the core sit MCP servers—Model Context Protocol servers, essentially tooling for AI agents. These are tools agents intuitively understand how to use, often with predefined workflows built in. Three primary servers form the foundation: **The KOI MCP** aggregates disparate knowledge bases across the Regen ecosystem. Active sensors function as data scrapers pulling information from websites, GitHub, Medium, communication platforms, Notion. This data flows through the KOI network, gets vector-embedded using BGE embeddings, and populates a Postgres database. All knowledge becomes semantically searchable. Simultaneously, this knowledge transforms into graph data as RDF, stored in an Apache Jena server. Both data stores become queryable by AI agents through the KOI MCP. Daily and weekly processes analyze network updates, producing digests usable for various outputs. Amanda and Christian will feed these into automatic podcast generation—a weekly Regen podcast emerging from the AI's understanding. **The Regen Ledger MCP** builds on infrastructure inherited from Jeancarlos's excellent groundwork. It pulls from Regen Ledger, with planned expansion mapped with Marie to resolve IRIs from the data module. **The Regen Registry Review MCP**, developed with Becca, automates data verification for new project onboarding. This represents low-hanging fruit with concrete impact potential—simplifying workflows and freeing team members like Becca from hours copying data fields between documents. AI excels at such tasks. Each MCP server comprises three components: resources (data access), tools (function calls), and prompts (the exciting part—essentially user interfaces with predefined workflows). For the registry review agent, workflow prompts guide each sequential process step. For the KOI MCP, dynamics shift—workflows search knowledge bases, generate stats, produce daily and weekly digests, and invoke agent archetypes. These prompts prime agents. Hand the KOI MCP to an agent, run the registry review prompt, and it fetches all relevant knowledge from the knowledge base. An AI registry agent receives the registry review MCP with its well-defined stages plus the KOI MCP for broader knowledge searching. Running the registry review prompt pulls comprehensive context for the process ahead. The project began with four Generation 1 agents, useful for initial scope. Generation 2 focuses on agent archetypes inspired by team members. Becca, Gregory, and Marie provided inspiration for avatars representing distinct roles: - The Registry Agent (Becca) handles registry workflows - The Methodology Evaluation Agent (Gregory) reviews methodologies and projects - The CTO Agent (Marie) holds comprehensive technical knowledge across all Regen systems Marie and Samu both face high "hit by a bus factor"—they're often the only ones understanding various interconnected systems. Marie suggested an agent holding this technical knowledge, a Regen CTO agent available for consultation. The agents integrate with their appropriate MCP tools. All agents access the KOI MCP and Ledger MCP. The Registry Agent additionally receives the specialized Registry Review MCP. Each agent connects with relevant prompts for their domain. The roadmap unfolds in phases. Phase one built initial agents, then shifted functionality into MCP tooling. Active sensors for KOI network emerged, producing daily and weekly digest functions, with initial work on the Regen Ledger MCP. Phase two, spanning November through January, focuses intensely on the Registry MCP, delivering practical tools into team hands while continuing to build the framework of MCP tooling empowering specialized agents into the new year. For those technically inclined who wish to explore these tools or ask questions about MCPs and the Regen Ledger MCP, a weekly Tuesday stand-up welcomes participation. This gets socialized through Telegram and other community channels. --- ## Closing: The Work Continues Dave brings the November community call to its natural conclusion, noting how jam-packed the hour became. The work everyone contributes deserves recognition—those watching recordings later will experience the same FOMO as those unable to attend live. December will bring the year's final community call. Until then, the invitation stands simple and profound: be good to each other. Have a great rest of your week. Voices overlap in gratitude and farewell. Great job. Bye-bye. Thanks, everyone. Take care. The call ends, but the work continues—in soil and code, in conversation and commitment, in the patient building of systems that honor Earth and all who dwell here. *Recorded November 2025* --- *This transcript has been edited for clarity and flow while preserving the complete content and spirit of the original conversation.* # Raw Transcript A little orange ones. Chicken in the woods aren't orange chanterelles chanterelles. Oh chanterelles. Man. Those are a little in my well maybe they're a little up there in the Pacific Northwest, but down here in California, those things can get massive. Right. Yeah, and they come after a big rainstorm. That's what I've been doing is going back to the same spot because the spot that we collected from two days earlier. They'll be back again. It's pretty cool. Yeah, I know they're, they're really, they're a delicacy down here quite expensive. When they have been they literally they they only grow essentially an oak duff down here. Uh huh. Yeah, kind of cool. I wonder if there's a strategy Christian to like, get them to like wait a certain amount of time so that they release the spores and like, even though he's come back to the same place, like he can right mushroom. Yeah. They tell me that once it's established, it's pretty consistent year after year after year. And they can just go back and harvest. Yeah. Well, yeah. So, so I'm hoping, I'm hoping that we'll be able to do that. Yeah. Yeah. Yeah. Yeah. Yeah. Yeah. Yeah. Yeah. Yeah. Yeah. Yeah. And they can just go back and harvest pounds of them. Yeah. Yeah. So, so I'm hope I hope that we now have one location that has been working well I'm hoping to get a few more. Very nice. And trail hunting is the best I'll if I can find it I'll send a picture of chanterelle hunting that we've done where it's, we've got essentially like a five gallon bucket full of them. And, yeah, just such, it's, and then you know you usually have to navigate through some pretty early to our place there's like it's all around poison oak and you know it's like kind of deeper into the forest area. It's pretty amazing. Right. Yeah. Man, the area that they grow around here is just like magical fairyland. Yeah, there's this, there's this moss that grows in about three inches thick on the whole forest floor underneath re replanted Douglas firs and then there's ferns around, and it's just, it's just a magical place. It's just so fun to walk around there even if you don't find any chanterelles. Yeah. My team well let's get let's get moving seven after the hour I expect to have a few more people coming in to do presentations. Thanks everyone for coming to the November community call just a reminder this is being recorded and shared out afterwards so, and thanks to a couple of our new guests Katarina and Arthana joining us today and as other people drop in I will add them so. Okay, it's November I almost ended the year hard to believe, and pardon me my cameras not working at the moment, but I'm here. Alright so today. Can we believe that you're really there Dave, I it's not it's actually my notebook. proxy. So we're going to talk about products registry tokenomics governance, what's moving at the foundation liquidity Dow ledger updates and our friends over at Gaia and finish up with Gregory and region commons I don't know, these may not be exact order we'll see how the slides go on, honestly, because I had to move things around. Just a revisit, it's been a few months since we talked about the multi user update which is going to be really a kind of watershed update for our application and Sam and Marie and our product and engineering team have been super hard at work. Sam's got a pop out so I want to get him up to the front of the line Sam thank you for hopping in. Please, please share an update for our current viewers and our recording folks who are gonna watch the recording. Yeah, totally. Also just noting that there's some questions in the chat and so if there's extra time at the end of the call can be nice to spend a little time on q&a. Yeah, so I presented about this, I think the last few community calls but we're, you know, still in development and kind of.\n On the final stages of tying up our multi stakeholder project and organization management feature. So, I think I shared about this last time, but we actually, you know, supported Dow Dow in being released on region ledger deployed on region ledger. And as part of that Noah from the Dow Dow team actually wrote what's called the role based authorization module. And that's a contract that essentially allows certain accounts to automatically execute specific message types like sending credits or updating project metadata, without having to go through a governance process. And so you know traditionally with Dow's you'd have to vote on everything that you're doing, but this is actually a pretty monumental feature and just evolving the way how you know does work and kind of mimicking mimicking the functionality that organizations would expect. And so, this new feature is kind of using that on the back end to provide functionality for users to create organizations in the region network application. So you can create an organization that holds you know projects that holds credits. And you can assign different members of your organization different roles. So the roles that we have would be owner admin editor and viewer or just a member, and those all come with varying kind of degrees of actions that they can take to manage the organization like owners and admins can manage members and manage credits editors might be able to change the organization page, or do some like light things with credit listings. And we also introduced that for projects as well and so this was a pretty key feature in just supporting the way that projects run where you have your project developer land steward monitor verifier, you know buyer essentially all of these actors that are playing roles in uploading data viewing things digitally attesting to or verifying pieces of information. And so now with this new feature you can similarly assign different roles, you know owner admin editor viewer and then this one also has content contributor in can do things like, you know, manage data posts, or, you know, credits or update project pages. And this is going to be really big in ages supporting kind of bottlenecks of the, you know, one to one relationship we've had between accounts and who can manage projects, as well as just supporting more improved verification processes like allowing verifiers to just log in and get verified on the app, or actually like digitally a test on on data that, you know, might be publicly private. So really excited about that feature. If anyone has questions, happy to answer a few of those. The other thing that we've slowly been working on in the background and, you know, have put kind of minimal effort into but we kind of just tied up today, which is really exciting is just supporting next JS migration for the region application. Next JS is just a little bit faster for them than react in rendering, you know, kind of all this information that we we have in the application and so you know we've kind of laid the groundwork for, you know, this new feature and all new features will automatically be, you know, in incompatible with next JS, and then over time we could do things like you know migrating, you know, project page rendering or credit class page rendering or sell orders to next task just to help improve the application. So just kind of like initial groundwork of just getting that set up and ensuring that there's not going to be big merge conflicts with, you know, new features and things that that we're developing is finally tied up which is really exciting. So, amazing. Any questions for Sam. I have a question. Sam, out of the whole multi stakeholder feature. What piece of it, are you like most jazzed about, or you think is like the coolest thing that it does. Yeah, I would say like in this is like less, you know, the, the like, oh, these are the things that you can like kind of do in the application but I think that the fact that it's actually tied to doubt out. And, you know, you're creating organizations and projects in the region application and that's automatically creating DAOs in the data application I think that that's really cool and exciting because essentially, you know, like we're providing a limited set of features that that we're not able to engage with, you know, Dow style tooling in our application, but, you know, it's it's set up in our application, and I think that's really cool.\n I'm going to be speaking in a way that like you might be a viewer on a project but you might have an opinion about like, you know how credits are managed or things like that and you can actually use the doubt out app to like put forth a proposal for, you know, something that you want to see the project do or kind of a new idea that you've had for, you know, project or credit class management. I think data has all the kind of Treasury functionality so managing things like buffer pools and kind of like Treasury funds where we're actually holding funds on reserve for projects in case something goes wrong. You know, we're not we're not showing that in our application right now but you know that's slightly intentional because data already has all of that functionality so the fact that using our application just also sets things up for us. So the data application is pretty exciting. That's awesome. Thanks. That is cool. Yeah. So what degree will the will the user interface kind of look like or mirror the doubt out interface on the region side. It's still going to be kind of our like you eyes and styles and so you know for those who have been using the kind of updated like personal dashboard that we released, you know, a few months ago for just managing projects and credits which are kind of showing where you know like you can log in and you have your projects you have your portfolio you have your cell orders. You know it's kind of going to look like that but there's now going to be a toggle where you know at the top you can choose between one of many organizations that you're a part of or your personal account. And so it's going to kind of like mimic the style that we currently have and it's not really going to touch on all the like doubt out style like kind of like governance stuff which I'd say is like a little bit more like technically advanced. Yeah. Cool. Cool. One of the things I'm jazzed about and hearing this is the recent conversations which we're going to get to later in this call about directing emissions towards people who are doing things that directly support the whole of region network, particularly with the, the production and sale of eco credits. This is really cool that this is set up because now will automatically have region addresses to which to read to direct those emissions in terms of our credit producers and the various parties that are developing the credits Yeah, and that's awesome because you can direct it, you know, like, like right now like you can direct it towards the the project as an organization does where we can do this with credit class dow's to and essentially your, you know, and then and then they can use the data application of vote on, you know how those funds are used. Right. So go. Great. Thank you, Sam appreciate it. Very excited about the new developments. Okay, region builder lab. October's was awesome by request. Folks wanted to focus on tokenization. It just kept coming up and felt like a ripe conversation to really have in whatever way it needed to be had so the folks that came to that session were the ones that dictated the direction And I just popped in a couple of quotes from here. The first of which is from Austin second for me the last is Gregory, and it was just really interesting because I feel like we kind of toggled between, like, you know, like philosophizing a bit around it like the the implications the, the learning so far. Does this actually mean like conceptually, and then we really like talked through some specific examples. And so I felt like it was just a really interesting conversation that you just can't like you can't plan something like that's the tea recording in progress. So that was October section session. I feel like every RBL when we do when we start to unpack a topic we're like, Oh, we should have like five on this because there's so much good, you know, so many different lanes that you could take the conversation in. Next slide. The next RBL is going to be a live stakeholder mapping session. So what we've been hearing from a lot of folks over time is that it's just really hard to know what to do when you're just starting out. Even if you have like a technical capacity and you've got capital and you know all the things, it still can be hard to kind of orient yourself towards market potential or trying to cultivate some buyers. So, we are someone who has been coming to the meetings Johan, who is doing some really interesting grasslands projects in South Africa. We're going to use his project with him as an example to say, like, what does it look like to really map stakeholders.\n building a collective muscle around stakeholder mapping and like thinking about even if you do all of the all of the MRV perfectly and you storytell beautifully but if there hasn't been a lot of cultivation of potential buyers along the way then we can't be surprised when we reach the end of that road and we don't have a lot of demand. And then December 18th is going to be a book drop session so in a later slide Region Foundation is going to share more about that but that'll be a really exciting time to drop into to a beautiful looking book. I imagine the content in it is as well so yeah come we'll see you in November and December. Thanks Becca. So I pulled out this really awesome project from the Carpathian. So each community call we like to go into the unregistered project territory of the Region app, my favorite space, to see who out there in the world is just spinning up project pages on their own off-chain using the app to app to reflect whatever it is they need to do in the world for their projects. And what's really cool is we have six maybe seven of these projects in Ukraine so it seems like Ukrainians are like just taking the you know bull by the horns and they're they're telling the story of their impact and so this was one this ecocenter that I thought was just really beautiful and what they're trying to do just recording a lot of the plant life and like rare species is like this it's like the quiet work that is really hard to to capture the significance of but they've done that really beautifully on this page so excited to share that work and give them a shout out. Love the project pages nice. Go ahead and keep going I think Tika's not here today yeah please. Yeah so we with the methodology for GHG accounting in grasslands and cropping systems by Ecometric we just registered another whole wave of projects so 12 new projects and credits coming for each of those as well that makes 21 projects overall with that protocol in the UK. It's a really exciting scaling of one protocol and what that means is like not just that there's appetite for you know from farmers and you know project developers to use the protocol but it also is cool to see how our infrastructure and services are rising to the occasion and are handling the you know the information the workflows how it's all showing up when it's you know tight on these project pages with the really the whole the whole like legitimacy of our process when you can go into these credit batches and you see all of the on-chain information you see all of the documents that each have their own IRIs and so I invite you to like check these project pages out it's such a reflection of work on the ground all the way up to like all of the the digital work that we have done so really exciting. And it's further expanding because a project developer out of Eastern Europe is using that same protocol to register 111 farms they're going to be grouped into various projects and it's again a really exciting opportunity to stretch ourselves our minds and our infrastructure to support a scaling protocol with obviously just a lot of hunger to reward you know these farmers for their practices to meet the market with a lot of volume and a lot of quality and to really just like keep pushing the carbon market towards you know towards what we see as the the north star of what's possible when you pair a solid innovative methodology around regenerative practices with you know with our trust infrastructure it just kind of it's like all systems go. So exciting? Yeah it's super exciting it's intimidating but it's exciting and it's really cool to also see how you know you could have a protocol that's all you know that's all tight but everyone's still interpreting things differently and farmers in different parts of the world are applying things in different ways or you know just have different realities. So I think it's particularly cool to see how the structure and flexibility that we have woven into everything is playing out in a really effective way.\n I think this is the last, maybe second to last one. So I wanted to, oh, go back a slide. Thanks, Dave. So I wanted to share just a couple of things that are on the collective table of Region Registry. And it's really, I've really appreciated just all the team brain around this, is how we handle these groupings of projects, how we handle them like scientifically and logistically. And it just kind of needs to be this sweet spot that works. So we're really trying to unpack that. And then how the fee structures work around that. So, you know, when the rubber meets the road, how are we building really flexibly to encourage, you know, scaling of protocols and projects? We certainly don't want, you know, fee structures or anything like that to hinder expansion. Another question related is just how our own services scale, how we meet that demand. And one of those ways is really digging into AI agents to support the processes around diligence and efficiency. So it's really great to be able to just have those tools to explore and hopefully allow us to meet the moment. And really great, we have three new fellows. So for a couple of years now, we've done the Global Warming Mitigation Projects Constellations Fellowship Program. And twice a year, we end up getting just these really bright minds that come in with all these different skill sets and interests. And one is working with Christian around AI storytelling, and then I've got these two brilliant folks that are digging in. One is around supporting incoming project developers with the right kind of resourcing and engagement, despite wherever they are in their process. So what I love about this is that they come in with like great ideas and they know about 50 times more of like the new tooling and whatnot out there in the world. So it's always nice to have fresh ideas in the world. So it's always nice to have fresh brains on Regen. Great, Regen Tokenomics. I'm not sure if anyone is here from the tokenomics group. It does not look like- Brandon and- Oh, pardon me, Brandon, you're here, thanks. Brandon, you wanna pick this up? Yeah, happy to, thank you. Shout out to Max for creating this and shout out to Max for documenting everything and scheduling the meeting and how it takes shape. It's a really great conversation I look forward to every Tuesday. Yeah, Regen Tokenomics is shifting quite a bit. Everybody's getting more excited about the token as it takes place with the registry and the network, the broader network, and how it's merging with the EVM. We're doing a liquidity push. The special purpose vehicle is advancing. Marker maker active on base, Osmosis, Celo with CoinStore base listing. So it's gonna be like a centralized exchange UI with all trading activity interacts with our pools thanks to the market maker and shout out to Mark for getting that going. The tokenomics model, which Max has been working on, pretty much the outcomes hinge on mint versus burn, reduce issuance and grow demand burns, refined params and governance modeling that kind of goes around the consumption of eco credits as I understand it. And the strategy shift from ledger centric to movement centric. I love that. Position region as regenerative store of value integrate with Ethereum and commons, which is what Gregory's pushing a bunch of people to converge around region and it's amazing token coin. The marketplace flywheel, which what I was kind of referring to in the model, consider 2% eco credit fee to buy and burn region and scale that via third party marketplace APIs, dev led promotion. And the tactics and community, new high fee Osmosis pools, that's all me. Automation for steady buys, that's all me. And TGN pairing momentum.\n Thanks, Brandon. Thank you, Tokenomics, Liquidity DAO, and all the folks working on Regencoin. All right, Regen Foundation, exciting developments. Will. Yeah, hey, everyone. So Austin's actually off at this indigenous economics gathering in California right now and attending a few other gatherings out there, so I'm sharing today. So we shared some last month about this, but we've been working on a book. It is now in the process of being printed. So it's called Ecological Institutions, Law, Economics, and Technology in a More-than-Human World. We've been collecting a number of endorsements. One here is from Audrey Tang, Taiwan's cyber ambassador and first digital minister. And Audrey Tang just said, this essential volume offers a profound upgrade to our social operating system by daring us to undo the false separation between our digital and living worlds, giving rivers, forests, and entire biomes the agency to participate directly in our protocols of civic care. Masterfully bridging ancient wisdom with the cyber commons of tomorrows. This book. Oh, I guess we lost the screen share there. Go ahead. Will was reading. That's why he needed the screen. Oh, pardon me. Sorry, it's right. Go, Audrey. I love Audrey, and that's an awesome, whatever it is, book. Yeah, blurb endorsement. Anyways, so that's, yeah, Audrey's probably our biggest sort of celebrity endorsement so far, but Sarah Horowitz has come up with a blurb as well, who had been on the Federal Reserve Board and founded the mutualist work and wrote that book Mutualism. So anyways, masterfully bridging ancient wisdom with the cyber commons of tomorrow. This book is a vital read for everyone committed to weaving our many networks into an infinite garden. Gotta get this, gotta get this over to Vitalik. Yeah, yeah, that's on, on the list. So we'll see what we can do here. Yeah, you go to the next slide. So, these are just some mock ups of the pages here, a little shot from the table of contents. And then this picture from the rituals and protocols section of the book which is actually a tear out set of note cards that people can use in the field. We also get a IDK institutional development kit, so that people can be kind of building their ecological institutions in their communities. And the first section is this mythology section that's what we're looking at here in the table of contents on the left, which talks about big picture ideas. The second section is this rituals and protocols, the tear out note cards and then the third section are people and places which go into 10 different case studies of different communities we've been working with around the world. You go to the next slide. So, we're going to get 50 copies in December that are getting air freighted over the advanced copies and those are going to be going out to close community members who either helped in some way and putting the book together, or have been key partners over the years, or other folks like that. And then we have another 450 that'll be shipped over, you know, it takes like quite some time for the books to come in, and where they're being printed in Hong Kong, with this group called Regent. That has done, done a lot of cool publishing over the years. They should, they should be a lot of fun.\n We are building a campaign right now that we'll be launching in a couple weeks. The basic idea here is that donors to Regen Foundation will get a copy of the book, and there's going to be a minimum donation of $100. So we'll have a lot more to share about that soon. We're just putting together the webpage and newsletter and other things like that. We hope we can get you all a book. Click back a couple, Dave, so that Benjamin and Stephan, who just joined, can just see what Will was talking about. And Brandon, you had a question while we're... Yeah, I was wondering, I'm excited for the book, but I also want a shirt too. So I see Gregory with his dope shirt. I want a shirt too. Yeah, DM me. I'll send you one. Okay. Appreciate you. Congrats on the book. Yeah, book's super exciting. And certainly, come from the R&D side, Will, let's make sure we sync up on rollout so we can do that proper. Yeah, I'll do that. Well, I think that that wraps my share from Regen Foundation. Great. Okay. Liquidity DAO update. Christian. Take myself off mute. So the basic functioning of Liquidity DAO for the moment is just in collecting our emissions. Each time we do an emissions transfer proposal, the community has been accepting them as they said they would from the beginning. We're amassing Regen treasury that's for the most part is just waiting until Regenerative.fi is launching. In the meantime, we've done a little bit of rewards on Spinach.fi competitions, and that's spurred a little bit of interest in launching Regen pools across a few different DEXs on Celo. But we continue to anticipate the launch of Regenerative.fi and we're doing a big token swap with them. We're doing a co-owned liquidity pool with the ReFi token and the Regen token once that launches. And the main strategy that Liquidity DAO continues to hold is that once Regenerative.fi launches, there's going to be an Aerodromes type reward model where people who stake a ReFi token, they can use their staked ReFi token to vote on incentives on the various different liquidity pools. And Liquidity DAO aims to have as large of a staked ReFi position as we can as early on as possible. And of course, we'll be pointing all of our voting towards the Regen pools, and thus the APR will hopefully be significant and that will draw in more liquidity provision in those pools. So in the meantime, we're kind of just building our treasury and waiting for the launch of that. That was expected to launch in the next two or three weeks here in November. However, the hack of Balancer has potentially set that back a little bit because their pools were built using Balancer code. So I have no idea how far back that's going to set them. Their DEX was not affected by the hack. So perhaps their implementation was strong already, but they're of course going to go back through and audit all the code to make sure that it's not vulnerable in the future. Go ahead and go to the next slide. The other thing that I wanted to chat about was that the Liquidity DAO is super interested in the shifting emissions discussion, which the tokenomics group didn't discuss this time around. But there has been this talk recently about shifting the emissions from being focused on the security of the network. So currently, in a standard proof of stake model, all the emissions from the chain go towards the validators and those who are staking on the validators so that we have strong security, which of course is important. Security is important. But currently, there's a whole group of people exploring the idea of saying, okay, what's most important to the network right now? Currently, Regen Network Development Incorporated is doing a great job of pulling in so many providers of ecocredits, all these different organizations that are creating impact and want to be selling ecocredits and moving those through the process of creating methodology.\n getting set up as projects, and even issuing credits, then those credits are getting put up on the Regent marketplace. And what would drive the success of Regent Network as a whole, and Regent Token particularly? The most of anything we could possibly do is just more sales of eco credits. So the idea popped up, what if we could be rewarding those folks who are involved in the issuance of credits, the buying of credits, and the sales of credits, like the brokering of credits with emissions, as well as potentially with USDC commissions on those sales. That perhaps could drive a bunch of innovation and create more throughput of eco credits through the entire system, which in a number of different ways would benefit the whole system. So Liquidity DAO and I personally am super interested in continuing to follow this conversation and support this conversation as it matures. Yeah, and I'd love to, speaking from the marketing communications and sales side, Christian, I'm putting a note on for you to hop on the calendar with you, but certainly interested in other community members, just thoughts around that process. And also, what would be an attractive way of creating an incentivized community-driven sale of eco credit program? It's something that I've been thinking about for probably a year, but just haven't had the time to sit down and nail it. And I'm stoked to see it's emerging elsewhere in the community as a concept. I'm super excited about it, right? Because everyone's got their own deep networks and connections to prospective buyers. And if we could all align well and create that virtuous flywheel, I think we really have something. So keen to hear, feel free to DM me or Christian if you have thoughts, otherwise expect to see something, some type of a proposal. I'm guessing sometime this month is my goal. Gregory and then Brandon. Go ahead, Brandon had his hand up first. Thank you. Yeah, I just, at the end of the tokenomics call this week or yesterday, I wanted to talk about the retirement part of the lifecycle and Gregory suggested to do a group workshop on that. And I guess that's based on what Christian said. I kind of just wanted to signal that again because I'd be super excited to attend that. I don't know if it's best for Regenerative Builder Lab or some other construct. That could be a cool, that could be a great thing for Regenerative Builder Lab. The Region Builder Lab, Becca. I mean, I'll go because I had a very similar thought actually and my thought was, and it's too bad that Sam isn't here, but you know, Dave and other folks who can help me flag this and maybe we can move, we can escalate this thought. But I think with the Dow-Dow based roles, having an approved sales associate role associated with credit classes. I think is important. So that, I don't think it's that crazy or that hard, but it would be an upgrade and we would need to do a little bit of coding. Obviously, I think we could get there. We can do some cool things without that, but to really deeply integrate it at the token economics level and at the sort of like fee split or, you know, just like sales commission level. We should just make sure that just to hang the, we're going to need there to be the ability for roles associated with sales to be incorporated in the credit production Dow's essentially. Yeah. So that's just the, it's like, oh, duh. Awesome. Any other questions, thoughts? Otherwise, we can keep moving. Sales and marketing. Quick update here. We are launching a new project called the green proofing series. So this has multiple, there's multiple kind of benefits or cascading benefits. I'd like to hope for region network ecosystem, but the goal here is we're reaching out to fellow sustainability professionals and the 20 minute video recorded podcast are really designed just to celebrate our fellow sustainability professionals and profile their thesis of change what they're measuring and verifying for impact and the humans behind them. But what it allows us to do also from a strategic perspective is build relationships. Like for example, yesterday, I spent half an hour just doing having.\n a conversation and vetting for the show, the Director of Regenerative Agriculture at Conservation International. You know, very tied in, distributing a lot of capital and programs with some of the biggest names in the world, and it just gave me a chance to build a relationship, because who doesn't like their story being told, right? So this is part of the strategy here. I got off another call this morning with another large target market group that we're recording an interview with to talk about how they're verifying impact and rolling up into reporting and really showcasing our software and in our community of ecological repair experts. So and also these recordings are being, will start being published next week. You can actually see some of them now on YouTube, and those are going to be reshared to the networks of those of those folks. So increasing the exposure of Regen Network to a broader group of sustainability professionals who are our target markets, and frankly, the folks that we want to celebrate as fellows and peers in the industry. So I'm excited about this. It's a little, you know, it's a pilot. We're trying to see if this is something that we can work. We actually spent, just as an example, just ran a search, and I'm open to ideas here where we secured 1600 data centers around the world that are clearly making big ecological impacts. And we're targeting these folks to see how we might, and we haven't reached out to them yet, but we can figure out how to engage these data centers with digitally native carbon offsetting or other types of ecological impact tracking and support reporting opportunities for them, you know, and be able to reach multiple people, you know, at the same time, be our pretty aggressive LinkedIn campaign. So we're testing, piloting, constantly honing, but look for these recordings to start rolling out here shortly. It's pretty, it's been quite fun for me, you know, on the spearheading side, and a special shout to our friends at Many Mangoes who came up with this concept and are adapting it to Regen Network's needs and requirements. So, Brandon, you had a question? Yeah, I just wanted to say how amazing this series was. The one that I liked the most was the one on cohesion, on cohesives. Oh, yeah. That was very, very educational for me, and all of them have been spectacular. And my only recommendation is, and the way that they were published was in bulk, so it was a great experience to watch like an hour of just super high signal environmental development actors in motion, which we just to schedule them a little bit spread out because of the way that the algorithm favors that. Yeah, noted. Yeah, good point. We're actually going to be rolling them out on LinkedIn and doing aggressive invitation to an event platform on LinkedIn. So for the first one, we already have something like 500 attendees, just to give you a sense where we're treating it like a launch of a show. Each one is a launch of a show. So anyhow, it's a, you know, again, this is new territory. So, you know, bear with me, it's going to look a little different than kind of classic Regen marketing communications. But I'm very excited. And thanks for the early feedback, Brandon, I would love to get your continued just reviews critical of how we're doing. And I'm trying to adjust as I'm learning more as well. Yeah. And one more thing that I was working on separately was to take these videos and turn them into shorts myself. Amazing. Yeah. So this is an amazing signal. Thank you. You got it. OK, OK, moving region ledger upgrade. So this is just a quick report back from Vitwit, one of our. Why don't you let me take this? Oh, pardon me. Go ahead. No, no. All good. All good. All good. So we're. This is a major leap towards a theory of interoperability is what this really means. This is a this is an upgrade of region ledger's proof of stake code to the latest stable version of the Cosmos SDK, along with all of our custom modules having to get refactored. But the major win here is IBC two. And that's interblockchain communication protocol two, which gives us trustless, permissionless.\n bridging to Ethereum, meaning that accounts on region ledger can be called and operated by accounts on Ethereum or any L2, which really creates a massive interoperability potential such that things like our tools like DaoDao, which are better tooling than a lot of Ethereum tooling all of a sudden could be accessible via Ethereum addresses and other things like that. So there's some, you know, an eco crediting DAOs and the whole roles and registry upgrade that Sam was talking about it that at the beginning of the call, all of a sudden, we're sort of like fuzzing the hard line between these two technical approaches with this upgrade. There's a bunch of other things to do. We're not yet going to be supporting deployment of native Solidity Ethereum virtual machine smart contracts on region ledger. But that is 100% achievable and not very hard to do. But for now, we'll be sticking with CosmWasm and Go, but just making this big upgrade that gives us IBC2 out of the box. So it doesn't look like there's any validators on the call at the moment, but VitWit is leading a community testnet. That community testnet is going to need to go for a couple of weeks. Go bother your favorite validator if you're a region network staker, nudge them. They need a couple more validators to be joining the testnet, to be running the upgrade through its paces. Just needs to go through a couple times, make sure we work out any kinks and bugs. And then this will be live on region ledger. So it's just a massive overhaul and upgrade. And bonus points if the token economics working group can pull some stuff together and get some of the token economics upgrades through on the same parameter changes through on the same proposal. Awesome. All right. One of the things, Gregory, one of the things I understand that the 0.53 does is that allows us to point emissions towards different wallets, whereas currently they can only go in the normal proof of stake way or to the community wallet. So this helps the liquidity DAO. We'll put another proposal up there after this passes so that emissions can go directly to the liquidity DAO wallet. But also if we start this new system that tries to incentivize folks who are supporting the sale of eco credits or the purchase of eco credits, this 0.53 will be super critical for that. It's really exciting. So massive. Just before, I'm super excited about Sean's presentation. Just to like enthusiastically say 0.53 plus the new roles software plus what Sean's talking about with AI is a double quantum, it's a quantum leap squared. It's like two orders of magnitude leap in terms of the functionality and capability of the network. It's really exciting. Okay, go, Sean. I'm setting you up. I'm setting you up. Yeah. Awesome. Thanks. Thanks, Gregory. And wow, thanks to everyone presenting today, such high caliber presentations. It's such an honor to be working on this team right now. Really exciting times. So yeah, I'm going to be talking about this collaboration that we kicked off in the summer. I feel like we're really starting to hit some strides on this and get clarity on the direction that we want to be going. This presentation is sort of a response to like a workshopping session that I did with Sam yesterday, where we're really trying to put together a roadmap of the next phase for this development. So this is the Regen AI project. And starting off just right in the weeds, probably most of you have seen some version of this slide before, but this is an updated version. And this is kind of the whole Regen AI project minus the agents, which we'll differentiate in a second. But at the very core is we're putting together MCP servers, which is the model context protocol, which is essentially tooling for AI agents. These are tools that you can hand an agent and they know how to use it. They have the context to use the tool. And often you can build in workflows to have like predefined workflows with these AI agents. So at the center there, we have the COI MCP. This is aggregating various disparate knowledge bases around the Regen ecosystem. You can see on the left, starting with the active sensors, each sensor is essentially like a data scraper that is pulling all of this.\n So, I'm going to show you how to convert this data into a centralized database from various websites, GitHub, Medium, communication platforms, Notion. So, all of this data gets pulled in through the COI network and vector-embedded, that's the BGE embeddings you can see there in that flow, into a Postgres database. So all of this knowledge becomes semantically searchable. We're taking that knowledge and converting it into graph data as RDF and putting that in an Apache Jena server. And then both of those data stores become queryable to AI agents through this COI MCP. Currently, we're running a daily and weekly process where the network looks at updates from today and the current week and is able to post that as a weekly digest that can be used for various outputs. We're working with Amanda and Christian to feed that into an automatic podcast generation, so there'll be a weekly regen podcast. Really excited about that. To the right there, the regen ledger MCP, this is some infrastructure that we inherited from Juan Carlo, who did some great work on this, but we are expanding that. So that essentially pulls from the regen ledger, and there's some additional functionality we mapped out with Marie, where we need to do some resolving of the IRIs to be pulling data from the data module. So we'll see that coming up on the roadmap. And then on the left here, you'll see the regen registry review MCP, which we've been working with Becca to help automate the process of data verification when onboarding a new project into the registry. And we're really excited about that because it's kind of a low-hanging fruit. It's a very concrete example where we think we can have a lot of impact with the regen team to help simplify some of the workflows there and free up some time of people like Becca, who don't need to be spending hours copying data fields from one document to another. That's something that AI can be doing, so we're really happy to be helping on that front. So we'll jump ahead to the next slide. So this is like a zoom-in on these three MCP servers. This is a core infrastructure here. You can see the data that each MCP server is reading from. The registry server is going to be read-write, so that is reading data that gets uploaded for projects being onboarded to the registry. It's also going to have outputs. It's going to output reports, sort of verification checklist. The other two servers currently are only read-only. They might get write functionality in the future, but that's not in the short term. An MCP server is essentially composed of three components, which are resources, tools, and prompts. Resources are data access, tools are function calls, and prompts are the really exciting part. It's almost like the user interface. This is where you get predefined workflows in these tools. That's what I've laid out here. For the registry review agent, you can see a workflow prompt just for each step of that process. It's a very sequential workflow that you would just run one of these functions one at a time to have this agent step through each stage of that process. On the COI MCP, it's a bit more dynamic. We have a workflow for searching the knowledge base, for getting stats on the COI network, for producing a daily digest, a weekly digest. Then we also get into these agent archetypes. These are prompts that are going to prime an agent. You could hand this COI MCP to an agent, run the agent registry review prompt, and that's going to fetch from the knowledge base all of the knowledge relevant to that process. When you actually have an AI registry agent, you're going to hand it the registry review MCP, which is very well defined on each of those stages. You can also hand it the regen COI MCP so it can search the entire COI knowledge base. You can have it run this regen registry review prompt, which is going to pull all the knowledge, which primes its context for general knowledge that it might need for that process. I think we'll hit the next slide, because we're short on time. This is where we actually get into the agents.\n Gen 1 and Gen 2. So we kicked off this project with the four agents on the left and I think we did a good job as an initial scope. I think we're going to come back to utilizing these agents a lot more as the MCP tooling gets developed. But you'll see the second generation which is more of what we're focusing on in the short term. And these are sort of agent archetypes inspired by team members of the Regen team. So you might recognize Becca, Gregory, and Marie were inspiration for these avatars. But yeah, it's pretty self-explanatory. We have the registry agent. We have Gregory there as the methodology evaluation agent to review methodologies and projects. And then we have Marie who we talked to and it turns out Marie and Sam both have a pretty high hit by a bus factor on the team where they tend to be the only ones that kind of understand all the various systems running across Regen network. So this was Marie's idea to say, hey, can you have an agent that can hold all of this technical knowledge? Almost like a Regen CTO agent. So yeah, we're excited to work on that as well. So if you want to hit the next slide there. And oh yeah, so then this is like putting it all together. This is the agents along with the MCP tools that they'll have access to. And you'll see that all the agents are going to have the COI MCP and the ledger MCP. And then we have the registry agent with this kind of more specialized well-defined workflow MCP there. And some of the prompts that are going to be most relevant to these agents. And just the final slide is the roadmap. So I mapped this out phase one, phase two. We started with the initial agents, started realizing that moving functionality from the agents into the MCP tooling makes a lot of sense. Built out all the active sensors for the COI network, produced the daily digest and weekly digest functions, and did a little bit of work on the Regen ledger MCP. But we've just now been mapping out this next phase for November, December, January. That's going to have a strong focus on the registry MCP to get something really practical and concrete in the hands of the team. And then just continuing to build out this framework MCP tooling in the hands of specialized agents bringing us through to the new year. So amazing. Love, love it. Love, love. We're a little over. If there are other questions, I got a few more minutes if people want to hear more about the Regen AI plan. Just a note to everybody, there is a Tuesday for people who are technical and want to jam. Benjamin, unfortunately, dropped off, but we should ping him in DMs. But there's a Tuesday stand-up in which people who are playing with agent tools or want to ask about the MCP, the Regen ledger MCP or something, are welcome to join. So we have a weekly Tuesday stand-up. We can socialize that in the telegram and other sort of channels again. Great. Well, thank you, everyone. That is the November community call. I'm really just jam packed. I need to get FOMO for other people who are not here just to hear the amazing work that everyone's doing. So thank you, everyone, for your contributions this month. We will have our We will have our last community call of the year in December. So please join us then and be good to each other. You all have a great rest of your week and thanks so much. Bye, everybody. Great job. Bye-bye. Thanks, everyone. Bye, everyone. Take care.\n