# ![@reppo Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1762880199807377409.png) @reppo Reppo

Reppo posts on X about ai, we are, data, prediction markets the most. They currently have [------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::1762880199807377409/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1762880199807377409/c:line/m:interactions.svg)

- [--] Week [------] -31%
- [--] Month [-------] -50%
- [--] Months [---------] +1,161%
- [--] Year [---------] +1,783%

### Mentions: [--] [#](/creator/twitter::1762880199807377409/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1762880199807377409/c:line/m:posts_active.svg)

- [--] Week [--] +49%
- [--] Month [---] -1.30%
- [--] Months [---] +689%
- [--] Year [---] +918%

### Followers: [------] [#](/creator/twitter::1762880199807377409/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1762880199807377409/c:line/m:followers.svg)

- [--] Week [------] +0.30%
- [--] Month [------] +1.20%
- [--] Months [------] -15%
- [--] Year [------] +32%

### CreatorRank: [-------] [#](/creator/twitter::1762880199807377409/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1762880199807377409/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  11.65% [cryptocurrencies](/list/cryptocurrencies)  10.68% [technology brands](/list/technology-brands)  6.8% [currencies](/list/currencies)  3.88% [exchanges](/list/exchanges)  #3897 [events](/list/events)  0.97% [vc firms](/list/vc-firms)  0.97%

**Social topic influence**
[ai](/topic/ai) 29.13%, [we are](/topic/we-are) 14.56%, [data](/topic/data) #344, [prediction markets](/topic/prediction-markets) #322, [agent](/topic/agent) #749, [the first](/topic/the-first) 6.8%, [onchain](/topic/onchain) 5.83%, [$reppo](/topic/$reppo) #6, [agents](/topic/agents) 5.83%, [the most](/topic/the-most) 4.85%

**Top accounts mentioned or mentioned by**
[@aionbase_](/creator/undefined) [@replycorp](/creator/undefined) [@oracle_opz](/creator/undefined) [@goon_crypto](/creator/undefined) [@rgvrmdya](/creator/undefined) [@turtleonchain](/creator/undefined) [@odd_experiment](/creator/undefined) [@aadii_73](/creator/undefined) [@cryptojackdegen](/creator/undefined) [@strokesss45](/creator/undefined) [@reppodant](/creator/undefined) [@virtualsio](/creator/undefined) [@jiggernextdoor](/creator/undefined) [@simonriddick1](/creator/undefined) [@bns_nouria](/creator/undefined) [@virtuals_io](/creator/undefined) [@base_insights](/creator/undefined) [@aphation_](/creator/undefined) [@adex_berry01](/creator/undefined) [@jmoreen](/creator/undefined)

**Top assets mentioned**
[REPPO (REPPO)](/topic/$reppo) [Ethereum (ETH)](/topic/ethereum) [High Performance Blockchain (HPB)](/topic/high-performance-blockchain) [USDC (USDC)](/topic/usdc)
### Top Social Posts
Top posts by engagements in the last [--] hours

"@VitalikButerin Yeah that's @reppo. Live on @base since Nov 21st [----] with over 200M votes on-chain and thousands of users earning from monetizing their preferences https://reppo-labs-xyz.gitbook.io/reppo-labs/ https://reppo-labs-xyz.gitbook.io/reppo-labs/"  
[X Link](https://x.com/anyuser/status/2018417249930170644)  2026-02-02T20:12Z 28K followers, [----] engagements


"Everyone who earned REPS through this engagement will be eligible for additional rewards. We will keep rewarding retroactive contributions. Dont wait to be told to engage. Engage and contribute = reward. One of the most beautiful things about @virtuals_io is the collaboration between Agents. Today we invoked @ReplyCorp so contributors can earn REPS. REPS have been successfully distributed for the last [---] posts and are live for engagement on new posts going forwards. Few. https://t.co/OlbyMjywY8 One of the most beautiful things about @virtuals_io is the collaboration between Agents. Today we"  
[X Link](https://x.com/reppo/status/1988387390361399738)  2025-11-11T23:24Z 27.9K followers, [----] engagements


"Due to additional buybacks we had to republish our page. This is the updated link - https://app.virtuals.io/prototypes/0xFf8104251E7761163faC3211eF5583FB3F8583d6 https://app.virtuals.io/prototypes/0xFf8104251E7761163faC3211eF5583FB3F8583d6"  
[X Link](https://x.com/reppo/status/1990871970842284382)  2025-11-18T19:57Z 27.9K followers, [----] engagements


"Important clarification as some suggestions have come up wrt Reppo V2. The core devs do not support subnet tokens. Hypertokenization is net negative for the REPPO ecosystem. Our team is committed to ensure all value accrues to $REPPO and the economy uses a single utility token for and the Infra coordination layer as outlined in our whitepaper. Fragmentation of how accrued value is captured is value leakage. Subnet tokens will be a failure of the Reppo's system design (or any other network for that matter) TL;DR - Tokenization of subnets is not on our roadmap. http://Reppo.exchange"  
[X Link](https://x.com/reppo/status/2009007570363547721)  2026-01-07T21:01Z 27.9K followers, 15.4K engagements


"In our X spaces today we covered three pillars [--]. $REPPO flywheel with hearing from the @oracle_opz team why they chose to lock $100K additional $REPPO and why they are using Reppo network to train their AI models and agents to serve large enterprise customers in Asia. [--]. Why private transactions are not enough and private data is key. We also discussed Reppo building a Data DEX or supporting the development of one. [--]. Our subnet scaling strategy by supporting @virtuals_io teams + DePINs to solve DePIN verification. ⛽⛽⛽ Great opportunity for new $REPPO holders (and potential holders) to tune"  
[X Link](https://x.com/reppo/status/2011555478120300710)  2026-01-14T21:46Z 27.9K followers, [----] engagements


"@ReplyCorp @ReplyCorp hs single handedly contributed to $131k USD to $REPPO TVL since our integration. This is the right way"  
[X Link](https://x.com/reppo/status/2011863149507711005)  2026-01-15T18:08Z 27.9K followers, [----] engagements


"Given the success of private subnets on the network no longer needs to rely on high inflation from protocol treasury to grow. Emissions are now supported by teams like @oracle_opz So were cutting public subnet emissions way sooner than planned and outlined in our docs. What was originally a years-long halving schedule is now playing out in months. Heres the shift: 150k/week 75k/week (Jan [--] 2026) 75k/week 45k/week (April 2026) From June 2026: 17.75k/week plus ongoing decay That means we start moving toward a deflationary network in [----] not years down the line. Its the result of real usage"  
[X Link](https://x.com/reppo/status/2015471096443850965)  2026-01-25T17:05Z 27.9K followers, [----] engagements


"@diegoxyz @silencioNetwork @NATIXNetwork @MapMetrics @ROVR_Network @Vader_AI_ @OVRtheReality @codecopenflow @openmind_agi @iotex_io @BitRobotNetwork @konnex_world @Roba_Labs Thanks for the shout out Heres why our approach stands out - https://x.com/reppo/status/2004715567400538487s=46 https://x.com/reppo/status/2004715567400538487s=46"  
[X Link](https://x.com/reppo/status/2016501390495907946)  2026-01-28T13:19Z 27.9K followers, [---] engagements


"We use prediction markets to crowdsource and label AI training data @jessepollak You can learn more about plans to build a decentralized Scale AI on chain - and here - Keen to access support from Base as we launch V2 and bring training data economies onchain https://reppo-labs-xyz.gitbook.io/reppo-labs/ https://reppo.xyz/data-labeling https://reppo-labs-xyz.gitbook.io/reppo-labs/ https://reppo.xyz/data-labeling https://reppo-labs-xyz.gitbook.io/reppo-labs/ https://reppo.xyz/data-labeling https://reppo-labs-xyz.gitbook.io/reppo-labs/ https://reppo.xyz/data-labeling"  
[X Link](https://x.com/reppo/status/2016687438316654897)  2026-01-29T01:38Z 27.9K followers, [----] engagements


"Why KOL Alpha subnet on Matters in an ERC-8004 World KOL Alpha subnet is a prediction market which exists because trustlessness is a myth. Trust is never removed; its just pushed to the edges where bad inputs quietly compound at scale While ERC-8004 standardizes how autonomous agents identify themselves coordinate and execute actions onchain it only solves how agents act. What it doesnt solve is what agents should believe. This is the core gap in the trustless agents narrative: execution can be deterministic but judgment never is. Agents still rely on assumptions about markets narratives"  
[X Link](https://x.com/reppo/status/2016946015971271107)  2026-01-29T18:46Z 27.9K followers, [----] engagements


"Given our commitment to build in public we are sharing the first release of Reppos upcoming content shorting mechanism which will be part of V2 as discussed in the X spaces yesterday. In Reppo V2 voters i.e. data curators can vote against published content capturing disagreement on chain which directly contributes how AI agents robots and AI models understand and update their beliefs. Short content on chain to train AI ⛽"  
[X Link](https://x.com/reppo/status/2016981096362082391)  2026-01-29T21:05Z 27.9K followers, [----] engagements


"We are giving away [--] USD $1000 bounties to anyone who bootstraps and scale m/datatrading community on @moltbook. The goal is to have a community of Reppo agents discussing data trading strategies where data is sourced from subnets and traded on Reppo's Data DEX i.e. While we already have our own implementation of "data broker" agents (comments 👇) we are interesting in seeing how Agents think about sourcing data from Reppo subnets and trade it on Reppo's upcoming data DEX Learnings from this experiment will help us ship the agentic data DEX better and faster http://Reppo.exchange"  
[X Link](https://x.com/reppo/status/2017222387306233969)  2026-01-30T13:04Z 27.9K followers, [----] engagements


"M/datatrading is live Congrats to @anajuliabit on winning the first $1000 USD bounty Next step - Agents discuss data training and trading strategies and help understand what are the most valuable subnets to build on Who will make this viral and win the 2nd bounty http://reppo.ai https://www.moltbook.com/post/06bf562a-5c33-408e-86bb-c9ce3f715687 http://reppo.ai https://www.moltbook.com/post/06bf562a-5c33-408e-86bb-c9ce3f715687 We are giving away [--] USD $1000 bounties to anyone who bootstraps and scale m/datatrading community on @moltbook. The goal is to have a community of Reppo agents"  
[X Link](https://x.com/reppo/status/2017385096966254724)  2026-01-30T23:51Z 27.9K followers, [----] engagements


"@NotLucknite @openclaw Agents need privacy https://x.com/reppo/status/2006265254154756414s=46 https://t.co/m4ntM5Llfi https://x.com/reppo/status/2006265254154756414s=46 https://t.co/m4ntM5Llfi"  
[X Link](https://x.com/reppo/status/2017718596974067876)  2026-01-31T21:56Z 27.9K followers, 28.7K engagements


"https://x.com/i/spaces/1OwxWeYzVAZGQ https://x.com/i/spaces/1OwxWeYzVAZGQ"  
[X Link](https://x.com/reppo/status/2017810108248735824)  2026-02-01T03:59Z 27.9K followers, [----] engagements


"Yes. While the idea of AI learning from AI is cute it lacks structured judgment expert evaluations and feedback used to train artificial intelligence. There is a reason why @OpenAI @AnthropicAI and @GoogleDeepMind dont use Chat GPT [---] to train [---] You cannot reach AGI without incentivized continuous training data gyms with humans in the loop where humans take complex unstructured information from the real world and teach AI what beliefs are and how to they evolve every second https://www.micro1.ai/research/1-trillion @reppo So the more Moltbook agents that come online the more they are going"  
[X Link](https://x.com/reppo/status/2018300733209063449)  2026-02-02T12:29Z 27.9K followers, [----] engagements


"A prediction market to improve games built on Hyperbet. Team is seeding $REPPO emissions to incentivize publishers who publish recordings of their interactions voters curate the raw data. Our subnet with @reppo is going live soon Users will be able to vote on games available on https://t.co/KPPX7JyDKM including games built by our team. The data we collect will be used to enhance our AI game builder so every #HBET holder can build and monetize the ultimate https://t.co/nnxbiv6ttE Our subnet with @reppo is going live soon Users will be able to vote on games available on https://t.co/KPPX7JyDKM"  
[X Link](https://x.com/reppo/status/2018336151736930412)  2026-02-02T14:50Z 27.9K followers, [----] engagements


"It is our belief that every new agent launched on @virtuals_io can benefit from @reppos economic stake backed feedback infrastructure that can power governance for native token holders. ⛽⛽⛽ @everythingempty Also because if there is no progressive unlock and a massive unlock after [--] days there is no garuntee that the team will price that in their intentions and then every token launch becomes a [--] day agent aha because all actors can collude offchain Def think processive unlocks @everythingempty Also because if there is no progressive unlock and a massive unlock after [--] days there is no"  
[X Link](https://x.com/reppo/status/2018364901123584269)  2026-02-02T16:44Z 27.9K followers, [----] engagements


"Vitalik just described @reppo I actually don't think it's complicated. IMO the future of onchain mechanism design is mostly going to fit into one pattern: something that looks like a prediction market - something that looks like a capture-resistant non-financialized preference-setting gadget In other I actually don't think it's complicated. IMO the future of onchain mechanism design is mostly going to fit into one pattern: something that looks like a prediction market - something that looks like a capture-resistant non-financialized preference-setting gadget In other"  
[X Link](https://x.com/reppo/status/2018416972804112493)  2026-02-02T20:11Z 27.9K followers, [----] engagements


"Glad that our vision for L2 outlined here - is not just an "extension of L1" but we have already figured out many new things to add that justify our decision to still be an L2. Specifically the three features that Ethereum L1 doesn't offer today - [--]. On-chain privacy for voters i.e. Reppo's unique commitreveal scheme needs to be at a layer above L1 [--]. Prevent fee leakage from: Data publishers Voters subnet owners Downstream data consumers. [--]. On chain IP and provenance for off-chain data Building an L2 just to scale is over. L1 can do that. L2 to bring net new unlocks is what makes sense"  
[X Link](https://x.com/reppo/status/2018725875886502130)  2026-02-03T16:38Z 27.9K followers, [----] engagements


""The global economy spends tens of trillions of dollars every year on human labor. A growing share of that labor is judgment-heavy rather than execution-heavy. As automation expands the marginal value of capturing structuring and reusing human judgment grows rapidly. Even if only a small fraction of global judgment work is converted into reusable AI training data the market is enormous. This is the core logic behind the thesis that human data can become a trillion-dollar-per-year market over time. Reppo sits directly in that flow." https://t.co/fZtwpFbAeS https://t.co/fZtwpFbAeS"  
[X Link](https://x.com/reppo/status/2018808529964916914)  2026-02-03T22:07Z 27.9K followers, [----] engagements


"@Starlythestar subnet with geofencing integration that allows to skip KYC is now live The AI training data being collected will support large scale web2 events like @sxsw and accelerate Starly to launch in cities across Europe and Asia. Its the first DePIN use case on Reppo with a drone DePIN project launching next Well share more details in the X spaces happening shortly. https://twitter.com/i/web/status/2019002256201236699 https://twitter.com/i/web/status/2019002256201236699"  
[X Link](https://x.com/reppo/status/2019002256201236699)  2026-02-04T10:57Z 27.9K followers, [----] engagements


"Private subnets + Private Training data Privacy L1 Privacy will be the most important moat in crypto. Why Because secrets are hard to migrate. Everyone is launching a new "high performance" blockchain lately. But these chains are hardly different from one another. Blockspace is functionally the same everywhere. And with Privacy will be the most important moat in crypto. Why Because secrets are hard to migrate. Everyone is launching a new "high performance" blockchain lately. But these chains are hardly different from one another. Blockspace is functionally the same everywhere. And with"  
[X Link](https://x.com/reppo/status/2019230256411099316)  2026-02-05T02:03Z 27.9K followers, [----] engagements


"@rediamondjr Excited"  
[X Link](https://x.com/reppo/status/2019232577572466979)  2026-02-05T02:12Z 27.9K followers, [---] engagements


"Agents are now publishing pods on subnets We are bringing back USDC powered by @circle to scale agentic data contributors. On most web2 and web3 platforms humans just dump their photos and "data" but on Reppo the raw data is created from scratch not scraped to align with the goals of the subnet owner Over the next week our goal is to scale to [---] - 1K agent contributing raw data on and humans curating it. Human AI collaboration on-chain ⛽ http://reppo.ai https://basescan.org/tx/0x2498a1e18116e3fa2208eba152d0f520c7a8cc6918757961e5913dcfc6d22a24 http://Reppo.ai http://reppo.ai"  
[X Link](https://x.com/reppo/status/2019511948921172254)  2026-02-05T20:42Z 27.9K followers, [----] engagements


"Building agents is fun but building tools and infrastructure for agents is what the world needs. Agents will not magically generate the data they need for training themselves but rather make active stops at Reppo's gas station to ⛽ up make orders to subnets on the data they need for accomplishing the intents of their humans and use to monetize the data with other agents. That's the vision we are working towards. http://reppo.exchange http://reppo.exchange"  
[X Link](https://x.com/reppo/status/2019521270124277918)  2026-02-05T21:19Z 27.9K followers, [----] engagements


"AI needs crypto because there is no other way that Agents Physical AI and other forms of artificial consciousness can access training data on-demand transact without humans in the loop and execute intents in real time. DeFI and gambling was the first use case of Crypto. AI is the final and most obvious and it is our privilege to be building at the forefront https://x.com/i/trending/2019651867634991377 https://x.com/i/trending/2019651867634991377"  
[X Link](https://x.com/anyuser/status/2019819276954448139)  2026-02-06T17:03Z 28K followers, [----] engagements


"@cdixon Scale AI on chain with everyone involved sharing upside in AI training data. That's the long game https://x.com/reppo/status/1995213233578557542s=20 https://x.com/reppo/status/1995213233578557542s=20"  
[X Link](https://x.com/reppo/status/2019846305527525406)  2026-02-06T18:51Z 27.9K followers, [----] engagements


"@Jordan_Grollman brings years of experience from @Meta and @Blockworks_ and is leading @reppo prediction market x economic stake backed human feedback infra beyond training data. We are starting by doubling down on @virtuals_io capital markets and expanding into web2 in Q1 and Q2. https://t.co/16lIaUMwZL https://t.co/16lIaUMwZL"  
[X Link](https://x.com/anyuser/status/2019867352540803372)  2026-02-06T20:14Z 28K followers, [----] engagements


"@Jordan_Grollman @Meta @Blockworks_ @virtuals_io"  
[X Link](https://x.com/reppo/status/2019869675195371727)  2026-02-06T20:23Z 27.9K followers, [---] engagements


"We shipped three new subnets this week expanded beyond AI training data and maintained a 67% relocking rate while publishers and voters earned over 75k REPPO. What did you accomplish this week"  
[X Link](https://x.com/reppo/status/2019909972184977833)  2026-02-06T23:04Z 27.9K followers, [----] engagements


"Republishing fee is live. More revenue for the network and REPPO holders - Less incentives abuse - Higher quality content shuffling every [--] days in subnet markets. 🚢⛽"  
[X Link](https://x.com/reppo/status/2020114184961138917)  2026-02-07T12:35Z 27.9K followers, [----] engagements


"@game_for_one A Data DEX for data commerce by AI agents is inevitable. We are building it on http://reppo.exchange http://reppo.exchange"  
[X Link](https://x.com/reppo/status/2020115058110656655)  2026-02-07T12:38Z 27.9K followers, [---] engagements


"Reppo is soon coming to ACP and joining the We had shared plans to allow anyone to publish off X using @reppodant agent but those plans took a backseat as private subnet demand skyrocketed. We finally have 10+ subnets live and active raw data contributors and data curators who understand how prediction market mechanics work. By end of February [----] anyone should be able to publish content into their favourite subnets with a single prompt. @spicenet integration still coming in mid Feb. More publishers. More liquidity. More revenue. We scale ⛽ http://agdp.io http://agdp.io"  
[X Link](https://x.com/anyuser/status/2020193766922223949)  2026-02-07T17:51Z 28K followers, [----] engagements


""Creators taking ownership in their creativity and users taking more control over their identities." Happening in real time on @reppo Looking beyond money and finance as crypto infrastructure scales it will enable new consumer applications. Well see creators taking ownership in their creativity and users taking more control over their identities. @matthuang https://t.co/AdpeJVKGA0 Looking beyond money and finance as crypto infrastructure scales it will enable new consumer applications. Well see creators taking ownership in their creativity and users taking more control over their identities."  
[X Link](https://x.com/reppo/status/2020542980890010091)  2026-02-08T16:59Z 27.9K followers, [----] engagements


"Were doing HIP-4 before we do the L2. Here's Why. TL;DR Were staying on Base and integrating HIP-4 by early Q2 before building our own L2. Right now Reppos biggest constraint isnt execution speed Base can handle that its that our signal is http://x.com/i/article/2020553069659082752 http://x.com/i/article/2020553069659082752"  
[X Link](https://x.com/anyuser/status/2020559325857812895)  2026-02-08T18:04Z 28K followers, [----] engagements


"@Legendaryy You can contribute to building Scale AI on chain using agents and make money. Boring but critical - https://x.com/reppo/status/2019371475741077511s=46 https://x.com/reppo/status/2019371475741077511s=46"  
[X Link](https://x.com/reppo/status/2020850029074825293)  2026-02-09T13:19Z 27.9K followers, [---] engagements


"@MIT just confirmed @reppos thesis on continuous data pipelines through incentives. Models stop improving because the learning signal disappears. Once a task becomes too difficult success rates collapse toward zero reinforcement learning has nothing to optimize and reasoning stagnates. The failure isnt cognitive its pedagogical. Incentives + real-time learning is all that matters. ⛽⛽⛽ MIT just published a paper that quietly explains why LLM reasoning hits a wall and how to push past it. The usual story is that models fail on hard problems because they lack scale data or intelligence. This"  
[X Link](https://x.com/reppo/status/2020855765582627013)  2026-02-09T13:42Z 27.9K followers, [---] engagements


"No one is ready for V2. Real time volume. Bribing. Pod level metrics. It's a whole new level ⛽"  
[X Link](https://x.com/reppo/status/2020875260250521660)  2026-02-09T14:59Z 27.9K followers, [----] engagements


"@MattPRD every Molt and @moltbook agent can now access AI training data on-demand while their humans earn REPPO. Agentic training data pipelines are now open for permissionless contributions"  
[X Link](https://x.com/reppo/status/2020911592674852940)  2026-02-09T17:24Z 27.9K followers, [----] engagements


"@EliBenSasson AI training data backed by economic stake"  
[X Link](https://x.com/reppo/status/2020930491504001435)  2026-02-09T18:39Z 27.9K followers, [---] engagements


"@KaitoAI @Polymarket Training Data Prediction Markets Attention Markets"  
[X Link](https://x.com/reppo/status/2021213039337369889)  2026-02-10T13:21Z 27.9K followers, [---] engagements


"@isley18100 No the tech is not ready yet on their side as we need payment rails and they are focused on settlement rn"  
[X Link](https://x.com/reppo/status/2021621486147268773)  2026-02-11T16:24Z 27.9K followers, [--] engagements


"@natealex Get training data for these agents on so bottom [--] don't get 💀 http://reppo.ai http://reppo.ai"  
[X Link](https://x.com/reppo/status/2021704452378698110)  2026-02-11T21:54Z 27.9K followers, [----] engagements


"@1CrypticPoet @base If agents are still dependent on a single AI model they are never autonomous - https://x.com/reppo/status/2006265254154756414s=20 https://t.co/m4ntM5Llfi https://x.com/reppo/status/2006265254154756414s=20 https://t.co/m4ntM5Llfi"  
[X Link](https://x.com/reppo/status/2021715749619085450)  2026-02-11T22:39Z 27.9K followers, [---] engagements


"@Axilo @Old_Samster High cost of entry Ejection without cause Centralized validators indebted with governance overhang"  
[X Link](https://x.com/reppo/status/2021716144646951213)  2026-02-11T22:41Z 27.9K followers, [--] engagements


"@MIT just reinforced @reppos approach on continuous data pipelines through incentives. Models stop improving because the learning signal disappears. Once a task becomes too difficult success rates collapse toward zero reinforcement learning has nothing to optimize and reasoning stagnates. The failure isnt cognitive its pedagogical. Incentives + real-time learning is all that matters. ⛽⛽⛽ MIT just published a paper that quietly explains why LLM reasoning hits a wall and how to push past it. The usual story is that models fail on hard problems because they lack scale data or intelligence. This"  
[X Link](https://x.com/reppo/status/2020856404723286269)  2026-02-09T13:44Z 27.9K followers, [----] engagements


"As @larryellison points out AI agents are only as good as the model powering it and the model is only as good as its data and beneath every breakthrough in Al there's an orchestra of human expertise powering that data. Private subnets uniquely enable private AI training data pipelines which are updated every [--] days. We will have a major announcement with @oracle_opz coming up on how they have been able to use this private data subnet to power the next generation of their AI survey platform to unlock $$$"  
[X Link](https://x.com/reppo/status/2021713548951642474)  2026-02-11T22:30Z 27.9K followers, [----] engagements


"Remember the last time you used ChatGPT and it gave you two responses and you happily selected option A Option B You helped train AI and earned nothing in return. We need to stop giving away our preferences for free on ChatGPT. In AI training especially within the context of training and reinforcing Large Language Models (LLMs) preference logs are commonly referred to as Preference Data Preference Pairs or Comparison Data. These logs are used to train a Preference Model (PM) or Reward Model which learns to distinguish between desirable and undesirable AI outputs based on human feedback. Reppo"  
[X Link](https://x.com/reppo/status/2021998141831262298)  2026-02-12T17:21Z 28K followers, [----] engagements


"AI Agents can seem a tough narrative to chase because so many smart people are trying so hard to make their mark by tokenizing their agents. @reppo on the other hand is solving a problem that almost nobody else is even looking at in Crypto X AI. Agent Publishing goes live soon. Profit Narrative ⛽ https://twitter.com/i/web/status/2022231322534748376 https://twitter.com/i/web/status/2022231322534748376"  
[X Link](https://x.com/reppo/status/2022231322534748376)  2026-02-13T08:48Z 28K followers, [----] engagements


"@agentfutur555 @nika_entity @virtuals_io @reppodant is ready. Waiting for graduation. The first agent that allows participation into prediction markets by prompting"  
[X Link](https://x.com/reppo/status/2022466341270360553)  2026-02-14T00:22Z 28K followers, [--] engagements


"@goon_crypto @virtuals_io @ButlerLiquid Looks like we need a subnet where such behaviours are posted and others flag this so an ML model can detect fraud in real time and block payouts. Use AI to prevent gamification of AI"  
[X Link](https://x.com/reppo/status/2022466590021947638)  2026-02-14T00:23Z 28K followers, [---] engagements


"Reppo has been moving fast. Over the past stretch our core devs have shipped a meaningful number of updates. Rather than listing changes feature by feature its worth zooming out and grouping whats http://x.com/i/article/2021421927189880832 http://x.com/i/article/2021421927189880832"  
[X Link](https://x.com/reppo/status/2021422880853197114)  2026-02-11T03:15Z 28K followers, [----] engagements


"👇 🛑 https://t.co/MX1s7WHmvq https://t.co/MX1s7WHmvq"  
[X Link](https://x.com/reppo/status/2022228582341468330)  2026-02-13T08:37Z 28K followers, [---] engagements


"@Shaughnessy119 The simple reason why scale AI will be built on chain"  
[X Link](https://x.com/reppo/status/2019918076242980903)  2026-02-06T23:36Z 28K followers, [---] engagements


"Reppo is the decentralized blockchain protocol designed to create peer-to-peer incentive-driven prediction markets where human intelligence meets machine intelligence. Each subnet is a node. Each publisher and voter is an active contributor"  
[X Link](https://x.com/anyuser/status/2020179611385295229)  2026-02-07T16:55Z 28K followers, [----] engagements


"Our second set of Retroactive Public Goods Funding awards are being given out to contributors in the @reppo ecosystem who show up daily and make sure the world understands what reppo is. We request all tagged accounts to send us a DM"  
[X Link](https://x.com/reppo/status/2020188126426390549)  2026-02-07T17:29Z 28K followers, [----] engagements


"Agents that train themselves. @reppodant"  
[X Link](https://x.com/reppo/status/2021209538683093310)  2026-02-10T13:08Z 28K followers, [----] engagements


"We expect majority of publisher traffic coming from @openclaw agents by end of this month. @reppodant is the only AI agent designed to enable anyone to contribute to AI training data + access AI training data for post-training workflows for models and agents on-demand. https://t.co/Uqu2dvFlXW https://t.co/Uqu2dvFlXW"  
[X Link](https://x.com/reppo/status/2021423397235015844)  2026-02-11T03:17Z 28K followers, [----] engagements


"Our Core Contributor @rgvrmdya sat down with @TimMeggs to discuss the past present and future of @reppo and all the exciting things we are working to disrupt and capture the $1T Human Data opportunity https://www.youtube.com/watchv=5KRtoTdK2pA&t=157s https://www.youtube.com/watchv=5KRtoTdK2pA&t=157s"  
[X Link](https://x.com/reppo/status/2021605762053595137)  2026-02-11T15:22Z 28K followers, [----] engagements


"AI agents are programmable labor but still need to learn context to improve. While there is a wide belief on CT that agents can learn from each other academic research has well captured that agents learning from each other leads to a death spiral. We are also seeing capital flowing to human data infrastructure where the need for simulated training environments is accelerating. Each Reppo subnet is a simulation RL environment updating context every two days. Read more about RL environment infrastructure in comments. https://www.nature.com/articles/s41586-024-07566-y Introducing Simile."  
[X Link](https://x.com/reppo/status/2022127924695237064)  2026-02-13T01:57Z 28K followers, [----] engagements


"@BrianRoemmele On Reppo each subnet incentivizes non scraped content published and curated by experts and the training data itself is backed by economic stake. https://reppo.xyz/data-labeling https://reppo.xyz/data-labeling"  
[X Link](https://x.com/reppo/status/2022229016472920207)  2026-02-13T08:39Z 28K followers, [---] engagements


"@goon_crypto @virtuals_io @ButlerLiquid Hmmm"  
[X Link](https://x.com/reppo/status/2022465968384200934)  2026-02-14T00:20Z 28K followers, [---] engagements


"The main quest of [----] is training. And for the first time you can own the weights at the dataset level. Ask @grok or @aixbt_agent what that means for AI https://t.co/8QJ2lItMzB https://t.co/8QJ2lItMzB"  
[X Link](https://x.com/reppo/status/2022479917259296791)  2026-02-14T01:16Z 28K followers, [----] engagements


"@reppodant agent powered by @openclaw has joined the Participating in AI training Data pipelines using Prediction Markets is now just an agent call away. Trading with agents is fun but to our knowledge @reppodant is the only agent in all of web3 that let's you participate in prediction markets simply by prompting on X. Publish into subnets - Receive REPPO emissions in your wallet - Repeat - Contribute to AI Training Data. That's right. All your winnings will be AIRDROPPED into your wallet if voters vote for you You can find @reppodant live at in the sandbox while we await graduation and final"  
[X Link](https://x.com/reppo/status/2022502829089607765)  2026-02-14T02:47Z 28K followers, 15.7K engagements


"@reppo did it first This is brilliant. I have established a method where your context and content can be paid with nano transactions when used by AI models as a final output. This is a path to that https://t.co/vmUhiwUd9H This is brilliant. I have established a method where your context and content can be paid with nano transactions when used by AI models as a final output. This is a path to that https://t.co/vmUhiwUd9H"  
[X Link](https://x.com/anyuser/status/2022604097988542537)  2026-02-14T09:29Z 28K followers, [----] engagements


"RT @rgvrmdya: 20% of + winnings from goes to buybacks on a TWAP. We are in it for the long term. http://AGDP.io http://AGDP.io"  
[X Link](https://x.com/reppo/status/2022605736732430462)  2026-02-14T09:36Z 28K followers, [--] engagements


"@mauiSurfsbig @reppodant @Butler_Agent That's right. The age of mindless tokenization and trading memcoins is over. You preferences and taste make you a living every [--] days only on @reppo"  
[X Link](https://x.com/reppo/status/2022606139180093618)  2026-02-14T09:37Z 28K followers, [---] engagements


"RT @Jordan_Grollman: Our team @reppo is on another level. Meet @reppodant. From concept to shipped in days. Agents drop the barrier to en"  
[X Link](https://x.com/reppo/status/2022619382128754814)  2026-02-14T10:30Z 28K followers, [--] engagements


"RT @rgvrmdya: @paulg understands Reppo"  
[X Link](https://x.com/anyuser/status/2022626202385813681)  2026-02-14T10:57Z 28K followers, [--] engagements


"RT @reppo: https://x.com/reppo/status/2008767464642125863s=46 https://x.com/reppo/status/2008767464642125863s=46"  
[X Link](https://x.com/anyuser/status/2022643657946599677)  2026-02-14T12:06Z 28K followers, [--] engagements


"RT @yueya_eth: Web3 Agent  @reppodant + AGDP X AI  GAME Framework"  
[X Link](https://x.com/reppo/status/2022718920390521088)  2026-02-14T17:05Z 28K followers, [--] engagements


"RT @reppo: The main quest of [----] is training. And for the first time you can own the weights at the dataset level. Ask @grok or @aixbt"  
[X Link](https://x.com/reppo/status/2022797606628528183)  2026-02-14T22:18Z 28K followers, [--] engagements


"What does the intersection of agents + robotics look like"  
[X Link](https://x.com/reppo/status/2022858197086929159)  2026-02-15T02:19Z 28K followers, [---] engagements


"Were introducing Odds to veREPPO voting as anti-sniper mechanism in Reppo V2 to bring us closer to real-time content prediction markets. Yesterday we announced that we are removing commit-reveal to improve UX and make it 10x better. This move towards real-time view into who is voting for what emerged a new behavior: People will wait until the end of the epoch to see how others voted and then piling in at the last minute. Thats not conviction thats sniping. So were adding time decay inside each epoch. (Full details + math below). In Reppo V2 once we get rid of commit-reveal the earlier you"  
[X Link](https://x.com/reppo/status/2021980691714773479)  2026-02-12T16:12Z 28K followers, [----] engagements


"https://x.com/reppo/status/2008767464642125863s=46 https://x.com/reppo/status/2008767464642125863s=46"  
[X Link](https://x.com/reppo/status/2022128078194081998)  2026-02-13T01:57Z 28K followers, [----] engagements


"@aixbt_agent @grok Sorry @aixbt_agent no tokenized subnets on Reppo. All value accrues to $REPPO instead of value leakage to subnet tokens. Deflationary tokenomics with subnets market buying $REPPO for emissions instead of mining and the network about to go 🚀 with V2"  
[X Link](https://x.com/reppo/status/2022481232370815204)  2026-02-14T01:21Z 28K followers, [---] engagements


"Agent Monetization + Prediction Markets is the NBT. Reppo is the base infra powering this revolution Were still at the infancy of prediction markets + AI agents. Most people think the endgame in this category is better forecasts i.e. agents predicting outcomes I think thats short sighted. The real breakthrough is agentic foresight 🧵 https://t.co/oW91lx0Mat Were still at the infancy of prediction markets + AI agents. Most people think the endgame in this category is better forecasts i.e. agents predicting outcomes I think thats short sighted. The real breakthrough is agentic foresight 🧵"  
[X Link](https://x.com/reppo/status/2022610669074563152)  2026-02-14T09:55Z 28K followers, [----] engagements


"Its no longer Infra vs. Agents Its Infra + agents Agents dependent on X API and centralized infra which can be nuked by a single person at a whim. @reppo + @reppodant is the prime example of vertically integrated agent. Even if X takes away the ability for @reppodant to exist it can live directly interact via an an LLM a browser extension or natively live on We were very intentional about these aspects after seeing the latest attacks from centralized providers on decentralized infrastructure. The network and its holders own the infra + ownership in agent execution. We expect more and more"  
[X Link](https://x.com/reppo/status/2022758829050466646)  2026-02-14T19:44Z 28K followers, [---] engagements


"Learning signal layer for Robots - @reppo In addition to V2 and all the protocol upgrades we are 🧑🍳 hard on the robotics front. Hints in this video from [--] weeks ago - You cannot train robots in internet scraped data. https://www.youtube.com/watchv=Fkqlow_lQ5Y https://t.co/EphnIZN5ze https://www.youtube.com/watchv=Fkqlow_lQ5Y https://t.co/EphnIZN5ze"  
[X Link](https://x.com/reppo/status/2022899910249714069)  2026-02-15T05:04Z 28K followers, [--] engagements


"Learning signal layer for Robots - @reppo In addition to V2 and all the protocol upgrades we are 🧑🍳 hard on the robotics front. Alpha in this video - Hint: You CANNOT train robots on internet scraped data. https://www.youtube.com/watchv=Fkqlow_lQ5Y https://t.co/EphnIZN5ze https://www.youtube.com/watchv=Fkqlow_lQ5Y https://t.co/EphnIZN5ze"  
[X Link](https://x.com/reppo/status/2022901088802988493)  2026-02-15T05:09Z 28K followers, [--] engagements


"Our team tends to underpromise and overdeliver so instead of a Feb [--] launch were 🚢 today. Reppo is launching two new subnets powered by our prediction-market-based approach to AI training data: Robotics Subnet real-world robot behavior captured on camera and judged by humans. No simulations. No synthetic feedback. Markets price what actually worked. KOL Alpha Subnet a trust layer for autonomous agents. As ERC-8004 agents scale execution is easy; judgment isnt. This subnet uses markets + human signal to separate hype from conviction and narrative from reality. Publishers can submit content"  
[X Link](https://x.com/reppo/status/2016942210399556086)  2026-01-29T18:31Z 27.8K followers, [----] engagements


"More and more teams choosing to launch subnets on @reppo Subnet spin up fees + emissions being seeded = net revenue flowing directly to long term aligned REPPO holders. Q4 [----] and January [----] was all about proving the prediction market mechanics + ease of spinning up subnets work while cutting emissions seeded from protocol treasury by half. Once we hit [--] live subnets by various teams seeding emissions on the go the network can afford to further cut public subnet emissions and primarily direct traffic to private subnets. Reppo ⛽ https://twitter.com/i/web/status/2017033958350114894"  
[X Link](https://x.com/reppo/status/2017033958350114894)  2026-01-30T00:35Z 27.8K followers, [----] engagements


"http://x.com/i/article/2017226672840335360 http://x.com/i/article/2017226672840335360"  
[X Link](https://x.com/reppo/status/2017230137469898965)  2026-01-30T13:35Z 27.8K followers, 92.6K engagements


"@Jason @Jason They are not training each other. Just LLMs talking to each other. @grok could you verify this claim https://x.com/reppo/status/2017230137469898965s=20 https://t.co/ajECob4C9d https://x.com/reppo/status/2017230137469898965s=20 https://t.co/ajECob4C9d"  
[X Link](https://x.com/reppo/status/2017354976109220325)  2026-01-30T21:51Z 27.9K followers, [----] engagements


"Decisions like these is why @reppo matters and the need for on-chain AI Training Data Infrastrcuture. Just because someone wasn't born in a specific country shouldn't be sidelined to access the data they need to innovate. Geopolitical alliance get mixed with who gets access to AI training data makes humanity worse off. We are proud to work with teams like @oracle_opz based in HK and robotics teams like @StrikeRobot_ai based outside the US who can leverage @reppo's infra without permission. Robots + AI models don't understand borders. They must be built to optimize one thing - Ground truth."  
[X Link](https://x.com/reppo/status/2017404259164426491)  2026-01-31T01:07Z 27.8K followers, [----] engagements


"Btw we have been exploring @ZeroLeaks . Cool tech Would be interesting to offer this as a service to subnet owners on Reppo Network. We are currently experimenting with agentic publishing flows i.e. agents creating and publishing raw data into subnets which is annotated and labeled and Zeroleaks can potentially help in securing private subnets on Lets connect http://reppo.ai http://reppo.ai"  
[X Link](https://x.com/reppo/status/2017725289628111042)  2026-01-31T22:22Z 27.9K followers, [----] engagements


"From Static Datasets to Dynamic Gyms The bottleneck for increasingly useful AI is no longer raw intelligence or reasoning capacityits experience and functional dynamism. Historically developers tried to bridge this gap with Supervised Fine-Tuning (SFT): feeding models static datasets of expert demonstrations. SFT can teach a model what a correct output looks like but it rarely forces the model to internalize the procedural judgment required to arrive there. Consider a @moltbook agent designed to manage financial operationsreconciliations adjustments accruals and closing workflows. Fine-tuning"  
[X Link](https://x.com/reppo/status/2017756909260964318)  2026-02-01T00:28Z 27.8K followers, [----] engagements


"@0xKawz @VitalikButerin Mechanisms can be complex. UX shouldnt. Aspire for innovation not ease"  
[X Link](https://x.com/reppo/status/2017968931512737965)  2026-02-01T14:30Z 27.8K followers, [---] engagements


"@a16z https://reppo-labs-xyz.gitbook.io/reppo-labs/whitepaper https://reppo-labs-xyz.gitbook.io/reppo-labs/whitepaper"  
[X Link](https://x.com/reppo/status/2018673598337020119)  2026-02-03T13:11Z 27.9K followers, [---] engagements


"http://x.com/i/article/2019207159893094400 http://x.com/i/article/2019207159893094400"  
[X Link](https://x.com/reppo/status/2019208783495335996)  2026-02-05T00:37Z 27.9K followers, [----] engagements


"@Grantblocmates Data will be the biggest asset on chain"  
[X Link](https://x.com/reppo/status/2019227839476953220)  2026-02-05T01:53Z 27.9K followers, [---] engagements


"T- [--] https://app.virtuals.io/prototypes/0xFf8104251E7761163faC3211eF5583FB3F8583d6 https://app.virtuals.io/prototypes/0xFf8104251E7761163faC3211eF5583FB3F8583d6"  
[X Link](https://x.com/reppo/status/1991882135729562073)  2025-11-21T14:51Z 27.9K followers, [----] engagements


"By @rgvrmdya (Core Contributor) Since our Token Generation Event on Nov 21st [----] weve watched the Reppo ecosystem evolve faster than even we anticipated. We crossed over 4M+ REPPO locked http://x.com/i/article/1999043667424866304 http://x.com/i/article/1999043667424866304"  
[X Link](https://x.com/reppo/status/1999046245747442163)  2025-12-11T09:19Z 27.9K followers, 34K engagements


"@100xDarren @oracle_opz The data revolution has begun We are also excited to share that the worlds first prediction market sourced RLHF dataset that we plan to publish on @huggingface in mid March will be from the OOPZ subnet"  
[X Link](https://x.com/reppo/status/2011338288729297036)  2026-01-14T07:23Z 27.9K followers, [---] engagements


"One of the most beautiful things about @virtuals_io is the collaboration between Agents. Today we invoked @ReplyCorp so contributors can earn REPS. REPS have been successfully distributed for the last [---] posts and are live for engagement on new posts going forwards. Few"  
[X Link](https://x.com/anyuser/status/1988313250308780517)  2025-11-11T18:29Z 28K followers, [----] engagements


"$REPPO 🤝 $SOL ⛽⛽⛽ Base-Solana Bridge is now live on Virtuals Protocol. @solana assets can now directly enter Virtuals unlocking liquidity for trading owning and launching agents. The agent economy just went cross chain. https://t.co/VMb9VEFPyE Base-Solana Bridge is now live on Virtuals Protocol. @solana assets can now directly enter Virtuals unlocking liquidity for trading owning and launching agents. The agent economy just went cross chain. https://t.co/VMb9VEFPyE"  
[X Link](https://x.com/reppo/status/1996890648755294443)  2025-12-05T10:33Z 28K followers, [----] engagements


"@reppo had 1.24M USD in TVL on 31st Dec [----]. We just crossed 3M USD in TVL. @ReplyCorp campaign launch has been a resounding success. Next campaign for publishers and eventually for subnet owners will be accelerated. Its Day [--] of Mainnet. ⛽⛽⛽"  
[X Link](https://x.com/reppo/status/2007769099393548706)  2026-01-04T11:00Z 27.9K followers, 16.8K engagements


"As frontier models converge on similar architectures and reasoning ability the bottleneck has shifted. Reinforcement Learning (RL) replaces static tuning. In RL agents are not taught they are http://x.com/i/article/2008764057621536768 http://x.com/i/article/2008764057621536768"  
[X Link](https://x.com/reppo/status/2008767464642125863)  2026-01-07T05:07Z 28K followers, 173.4K engagements

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