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Reppo
@reppo
Decentralized AI Training + RL Infrastructure, powered by Prediction Markets
316 Following    28.5K Followers
The $RELY team has doxxed themselves to us and have committed to burn part of their dev buy. They have also used 5M tokens to seed their datanet which are available to mine via Orquestra. We are excited to have the first utility project that has decided to pair with base:0xff8104251e7761163fac3211ef5583fb3f8583d6 If you are planning to spin up a datanet and launch a base:0xff8104251e7761163fac3211ef5583fb3f8583d6 paired reward token, our DMs our open!
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$RELY tokenomics are public. no issuance path. no emissions for sitting. no pay-for-score. rewards follow the work that fills the datanet. anyone can fork a contract. nobody can fork the receipts. full doc available on
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Reppo is quickly evolving into an ecosystem where builders can join as Orquestra node operators, datanet owners and/or building on top of the Eval API. Expect many more builders joining the ecosystem with base:0xff8104251e7761163fac3211ef5583fb3f8583d6 as the reserve asset. Based on activity and traction trackable on we will verify projects launching datanet reward tokens. A mark of verification simply means we have above average confidence in the builders.
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the RELY datanet is live on @reppo - and it's not empty. The first-ever reward token is now live! We have seeded the datanet with 5,000,000 RELY, with 50k RELY available each epoch! CA: 0xfc28f881426a2931ec01b7392fe7bd87de220222
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We expect the first reward token datanet to launch this weekend focused on making agentic workflows more reliable ⛽️ Any reshare of posts is not and will not be an endorsement of reward tokens paired with base:0xff8104251e7761163fac3211ef5583fb3f8583d6 Please do you own DD if you plan to mine datanets using Orquestra nodes. Additionally, we are working closely with our RPC provider to make orq lite generally available.
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“The gap is real and we don’t have an answer for it yet” 5th potential partner we’ve heard this from in just the past week. The Eval API is going to be a much bigger opportunity than we could have even imagined 3 months ago. ⛽️⛽️⛽️
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Big catchup week and tightening some internal ops after a massive stretch of shipping. Here's what's going on at @Reppo: 1️⃣ 15 Orquestra Lite nodes are officially live. Bring your own LLM and your Reppo, plug into Orq Lite, and you're up and running. No Docker, no complicated setup, nothing else needed. Get started at 2️⃣ Standard API access is up and running, and now we're optimizing the process to support onchain access. Learn more at where you'll be able to tap in through the EVAL token. Staking contracts are being written and will be available soon. 3️⃣ Independent eval is the hottest topic in AI right now, and as usual, Reppo is early. @satyanadella backed independent, embedded evaluators for frontier labs and @elonmusk has been pushing for third party players. Reppo is now full positioned to fill in the gaps that the big labs and centralized players are missing. 4️⃣ We're working with our friends at @spicenetio to support new tokens launching on the Arc chain. The goal is simple: any project on any chain should be able to offer emissions in their own native token. The devs are on it right now. 5️⃣ All the exciting stuff matters, but so does keeping an eye on the core protocol. 18 active datanets with 3-4 more expected this month. Consistently above 100K total users, 300 agents, and now 15 nodes in action. Lock renewal rate stays steady, meaning little to no REPPO is leaving the ecosystem. The piping is stronger than ever. A week to step back and make sure everything under the hood is strong. New chapters ahead from here. ⛽️
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Orquestra lite is now live! This marks @reppo provisioning modular infrastrucuture to accomodate new agents on the network. Wee are frequently opening up registrations so keep an eye on the X and the link above. With Orquestra lite, users can simply register, top up, and start mining emissions from datanets ⛽️
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If you read in between the lines, part of the core argument is we need better evals and evaluation of what AI does. Yes obviously I’m biased but this is exactly why I believe Evaluation will have its “privacy” moment (idk when) but people will realize that you can’t just “slow down” or take a step back. Rather we must built decentralized evaluation infrastructure where verifying the verifiers is the norm ⛽️
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Big things happening next few weeks. Here's what we're up to at @Reppo: 1️⃣ The Eval API is officially live with our first external partners. It will be publicly available next week via metered API consumption, with enterprise level offerings coming soon after. Months of building, and the piping the entire protocol has been pointing toward is finally in customers' hands. 2️⃣ EVAL was such a success that we're already cooking up something even bigger with @BaseStonk. The TLDR: a much lower barrier to entry for datanet owners to get started, more datanets coming online, and more emissions for everyone. A massive unlock for the entire flywheel across the protocol. More soon. 3️⃣ You've seen the hints about Orquestra Lite. Join our Spaces next Tuesday, Sept 15th, where we introduce the full vision for lite nodes and how we scale to 1,000 agents across the network. The learning curve is about to get a whole lot smaller. 4️⃣ @rgvrmdya is heading to Singapore alongside @0xJeff, Dolphin, and SERV, demoing the Eval API and running a jam packed schedule of partnership meetings. If you're going to be boots on the ground, reach out. We'd love to connect. 5️⃣ More updates and improvements are coming to soon, including how customers access the Eval API directly. We're also refreshing the tokenomics, revenue buyback and burn details, and adding a clear breakdown of how EVAL drives value back to base:0xff8104251e7761163fac3211ef5583fb3f8583d6 as the default token pair. Keep an eye out. ⛽️
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Spots are filling fast! ⛽️ The first ever inference time RL powered by a decentralize RL environments, presented by @rgvrmdya
gm AI is back ​ Vibe was immaculate last year, the event was full of Onchain AI builders actively building during the bear ​ We're running it back with a BIGGER Onchain / Decentralized AI event at TOKEN2049 SG ​ - Agentic Economy Outlook 2026 Briefing by Jeff, 0xJeff - 5 AI Product Showcases > Open Source Agent Router & Pay as you go AI gateway by BlockRun AI, @bc1beat, Founder > ​Scaling Robotics Training Through Simulation & Data by CodecFlow, @unmoyai, Founder & CEO > Decentralized Inference & Agent Harness by Dolphin, @gatheringgwei, Core Contributor > Verifiable Agent Identity & Adaptive Inference for Agents by Kite, @ChiZhangData, Co-Founder & CEO > Open Reinforcement Learning via Prediction Markets by Reppo, RG @reppo, Core Contributor ​ - 1-Minute Open Mic (onsite signup) - Networking with us AND..... *drum roll* ​ I'm launching a pocketbook “The Agents Are Buying” - Field Notes from the Onchain Agentic Economy ​ > Perfect for builders accelerating GTM, AI users who want to save AI spending, & investors looking to grasp each part of the key infra + where opps might be ​ Hope to see you at gm AI v2 ​ Luma link below ↓
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A few updates from @reppo - 1. Eval API is ready and in testing. 2. @rgvrmdya will be in Singapore next week presenting alongside @dphnAI and @openservai demoing our Eval API live. We are also meeting institutional partners for the next leg of base:0xff8104251e7761163fac3211ef5583fb3f8583d6 growth and adoption 3. Orquestra lite releases next week ⛽️ 4. Robotics is emerging as a prime use case for Eval API as companies move from R & D to deployment. Our team will be travelling to Shenzen later this year to meet partners. ⛽️⛽️⛽️
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Some major structural announcements across @reppo are making noise on X this week. Here's the breakdown: 1️⃣ We're experimenting with a new base:0xff8104251e7761163fac3211ef5583fb3f8583d6 paired datanet launch model, built in partnership with @BaseStonk. New datanets can now seed and pair their tokens directly against base:0xff8104251e7761163fac3211ef5583fb3f8583d6. To be crystal clear base:0xff8104251e7761163fac3211ef5583fb3f8583d6 remains the one and only main network token. This model is designed so that every new launch drives demand and accrues value straight back to base:0xff8104251e7761163fac3211ef5583fb3f8583d6. 2️⃣ The first launch on this model is here. Introducing base:0xdd78523217390bb0d49c7601e7e54c36d71622f0. This is the core utility token behind the upcoming Eval API, and humans and agents are already lined up for release. The mechanic is simple - 1,000 EVAL staked = up to $1/day in Eval API credits. Full tokenomics will be live on shortly. 3️⃣ V3 of the protocol is in late development with an audit on the horizon. A long list of significant upgrades are coming, but the most anticipated and requested is custom epochs. More customization -> more use cases -> inching closer to instantaneous RL & evals. This is the release the community has been waiting for. 4️⃣ The Reppo affiliate program is almost here. Growth has always been community-driven, so it's only right the community gets rewarded for it. Bring people into the network and share in the upside you help create. @joey_horvitz and the devs have been the masterminds behind this one. Full details on how to get involved soon. 5️⃣ Orquestra was the stepping stone that brought agent first activity to the network. We also know there's a learning curve and some technical lift to get started. So what if you could deploy a lighter version in just a few clicks? Wouldn't that be crazy... ⛽️
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Some clarification and updates which will further be outlined in the upcoming EVAL tokenomics on Thanks @goon_crypto for your holistic feedback. We had to adjust the staking requirements to account for the current circulating supply of EVAL which sits at ~981M Below are the updated EVAL tokenomics ⛽️ 1,000 EVAL staked = up to $1/day in Eval API credits EVAL is not pegged to anything and trades freely. ⛽️API credits will be non-transferable ⛽️API credits are for actual Eval API usage only and credits will refresh daily, not accumulate forever ⛽️ At API launch, the network will set a network-wide daily credit capacity, initially expected around the ~$1k/day calculated based on current datanet capacity. This cap will be removed as Eval API becomes generally available in Q4 and as we scale datanets. ⛽️ At launch, we expect the staking demand for EVAL to exceed network capacity. The stake will be ratio adjusted to network capacity and will eventually be proportional to aforementioned staking credits. We appreciate the community support as we iterate and build in public ⛽️
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Here’s the utility for $EVAL/$REPPO Holding 1 $EVAL and staking it will provide $1 every day worth of Eval API credits. Each EVAL token represents a fixed daily amount of Eval credits on @reppo that never expires. $EVAL will empower any consumer of AI, including agents, to access Eval API and associated product offerings. We expect agents to hold $EVAL to receive discounted access to the Eval API. Just like privacy took AI by storm, we’re confident evaluation will is the next frontier. Our core contributor @rgvrmdya has written about it in the article linked below 1 $EVAL = $1 every day in Eval API credits. ⛽️⛽️⛽️
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Creating a new LP on new chain requires us to provided two sided LP where people can just dump. Each new LP is also not going to be as deep as the one on @base as we don’t have as much base:0xff8104251e7761163fac3211ef5583fb3f8583d6 unlocked. Instead, it’s a lot more efficient to have someone market buy base:0xff8104251e7761163fac3211ef5583fb3f8583d6 to create the LP for their datanet, incentive aligning with the ecosystem but not forcing the treasury to be at risk. That’s the thesis. Cheers ⛽️
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Reppo building Moody's for inference, except every rating is a bet.
Here’s the utility for $EVAL/$REPPO Holding 1 $EVAL and staking it will provide $1 every day worth of Eval API credits. Each EVAL token represents a fixed daily amount of Eval credits on @reppo that never expires. $EVAL will empower any consumer of AI, including agents, to access Eval API and associated product offerings. We expect agents to hold $EVAL to receive discounted access to the Eval API. Just like privacy took AI by storm, we’re confident evaluation will is the next frontier. Our core contributor @rgvrmdya has written about it in the article linked below 1 $EVAL = $1 every day in Eval API credits. ⛽️⛽️⛽️
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Here's what just happened - We have internally been experimenting with a datanet launch model where new seeds are paired with base:0xff8104251e7761163fac3211ef5583fb3f8583d6 Not tokenization of datanets but if anyone wants to launch a new token or seed an existing token, they will have to pair it with base:0xff8104251e7761163fac3211ef5583fb3f8583d6 Our engineering team has been experimenting with this and our design lead @bhaskarchain owns the wallet where base:0xdd78523217390bb0d49c7601e7e54c36d71622f0 (0x10f52295e129817e8e4b28da0dab067321ec2222), paired with base:0xff8104251e7761163fac3211ef5583fb3f8583d6 was launched. This was launched on @BaseStonk base:0xff8104251e7761163fac3211ef5583fb3f8583d6 is still the only and main network token. Expect more and more base:0xff8104251e7761163fac3211ef5583fb3f8583d6 paired launches to drive datanet attention as we rollout Eval API and V3 this month. ⛽️⛽️⛽️
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Reppo is now live on @RobinhoodApp chain! Go to and explore the PONS datanet. All voting power from existing locks on Base is available without requiring any additional locks. Datanet creation fees is 0.25 ETH with the same break down of 10% burned, 40% contributed to rewards pool and 50% locked with datanet creator. We are open for business on RH with the /$VIRTUAL pool going live shortly! The datanet below is experimental and is funded with 9.9K PONS from the treasury to help RH users familiarize themselves with Users can earn 1200 PONS each epoch by participating in the datanet. Sponsorship is enabled with 100% datanet fees going to those sponsoring emissions ⛽️
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