#  @rgvrmdya RG RG posts on X about ai, data, crypto, prediction markets the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours. ### Engagements: [-----] [#](/creator/twitter::1343437672761585664/interactions)  - [--] Week [-----] -68% - [--] Month [------] +257% - [--] Months [------] +39% - [--] Year [-------] +11,270% ### Mentions: [--] [#](/creator/twitter::1343437672761585664/posts_active)  - [--] Months [--] -57% - [--] Year [--] -29% ### Followers: [-----] [#](/creator/twitter::1343437672761585664/followers)  - [--] Week [-----] +2.40% - [--] Month [-----] +19% - [--] Months [-----] +188% - [--] Year [-----] +778% ### CreatorRank: [---------] [#](/creator/twitter::1343437672761585664/influencer_rank)  ### Social Influence **Social category influence** [finance](/list/finance) [cryptocurrencies](/list/cryptocurrencies) [technology brands](/list/technology-brands) [countries](/list/countries) [vc firms](/list/vc-firms) [celebrities](/list/celebrities) [events](/list/events) [gaming](/list/gaming) [currencies](/list/currencies) [exchanges](/list/exchanges) **Social topic influence** [ai](/topic/ai), [data](/topic/data), [crypto](/topic/crypto), [prediction markets](/topic/prediction-markets), [in the](/topic/in-the), [build](/topic/build), [decentralized](/topic/decentralized), [we are](/topic/we-are), [web3](/topic/web3), [realtime](/topic/realtime) **Top accounts mentioned or mentioned by** [@reppo](/creator/undefined) [@aixbtagent](/creator/undefined) [@virtualsio](/creator/undefined) [@opengradient](/creator/undefined) [@grok](/creator/undefined) [@spicenet](/creator/undefined) [@anthropicai](/creator/undefined) [@filecoin](/creator/undefined) [@anoma](/creator/undefined) [@0xdeltahedged](/creator/undefined) [@gatewayxyz](/creator/undefined) [@justabasedcig](/creator/undefined) [@openai](/creator/undefined) [@bns_nouria](/creator/undefined) [@jbrukh](/creator/undefined) [@benadamsoo](/creator/undefined) [@coindesk](/creator/undefined) [@arbitrum](/creator/undefined) [@sxtvik](/creator/undefined) [@itsskndr](/creator/undefined) **Top assets mentioned** [REPPO (REPPO)](/topic/$reppo) [Bittensor (TAO)](/topic/bittensor) [Ethereum (ETH)](/topic/ethereum) [Solana (SOL)](/topic/solana) ### Top Social Posts Top posts by engagements in the last [--] hours "@BakerjBrandon Not until there is a way to benchmark SLAs and underwrite risk. Its just a sham until then. Decentralization is only as good as the level of Quality Assurance. Not enough people building/thinking about this" [X Link](https://x.com/rgvrmdya/status/1831734107090600173) 2024-09-05T16:40Z [---] followers, [--] engagements "@jbrukh Ok but then how to reach you and where to pitch you Seems like an entrepreneur who doesnt have connections and cannot get a warm intro has no access to large funds like yours" [X Link](https://x.com/rgvrmdya/status/1837516702399005103) 2024-09-21T15:38Z [---] followers, [--] engagements "@crunk304 @jbrukh @QwQiao @NTmoney So dont engage when meet in person and send DMs Cool" [X Link](https://x.com/rgvrmdya/status/1837521633851875808) 2024-09-21T15:57Z [---] followers, [---] engagements "@BenAdamsO_O @CoinDesk @arbitrum Imaginary until someone at zoom starts to cut you off because they dont like what you are saying. This is a real problem in many countries like Nepal India and South Africa. Be thankful someone is solving this and read up on the problem" [X Link](https://x.com/anyuser/status/1840405883269886019) 2024-09-29T14:58Z [----] followers, [--] engagements "I appreciate you my friend but a COMMITTEE ON ACADEMIC FREEDOM and Terms and Conditions assumes a functional and non corrupt legal system 😂. Not the case in the countries I mentioned. If you agree this is another approach maybe let the best approach win and market decide" [X Link](https://x.com/rgvrmdya/status/1840411087583252516) 2024-09-29T15:19Z [---] followers, [--] engagements "@arcinston @Repponetwork @Filecoin I think thats a good thing overall as it relates to DePIN verification. TEEs might be secure short term but are also centralizing. Maybe thats the z axis on this graph" [X Link](https://x.com/rgvrmdya/status/1844036501405098278) 2024-10-09T15:25Z [---] followers, [--] engagements "@exa256bits @0xPrismatic Build on @CelestiaOrg instead" [X Link](https://x.com/rgvrmdya/status/1844352506857664528) 2024-10-10T12:21Z [---] followers, [--] engagements "In the Bittensor Network subnet validators give subnet miners some work to do while simultaneously giving the same work task to others in the subnet miners. All subnet miners complete the task and respond to the subnet validator with the work results. The subnet validator then ranks the quality of the work done by the subnet miners" [X Link](https://x.com/rgvrmdya/status/1850319647616426034) 2024-10-26T23:32Z [---] followers, [---] engagements "Validators in Bittensor are entities that generate tasks assess the work produced by Subnet Miners and allocate rewards to them based on the quality of their output. I think we keep forgetting how centralized decentralized production of intelligence is" [X Link](https://x.com/rgvrmdya/status/1852817843513086053) 2024-11-02T20:59Z [---] followers, [--] engagements "@sxtvik @its_skndr The point of crypto was to seep into existing systems and first replace the backend before it takes over The fact that @Polymarket is being considered a real contender to traditional media is no small feat and DeFi is taking off. Isolation might sound nice but its isnt" [X Link](https://x.com/rgvrmdya/status/1854142563738861951) 2024-11-06T12:43Z [---] followers, [--] engagements "@sxtvik @its_skndr @Polymarket I think anarchist origins are great but to make real tangible impact to execute on the vision takes integration. We could try to remain the other expecting people to join our tribe but reality is always different. I do agree that centralized BTC holdings are problematic" [X Link](https://x.com/rgvrmdya/status/1854162205702316069) 2024-11-06T14:01Z [---] followers, [--] engagements "@zerufinance @eigenlayer @LayerZero_Core Id love to learn how adding real world scores albeit through zkTLS gets us to liberation from the existing system Doesnt it make more sense to use novel being built by @karma3labs and build an on-chain credit score from ground up" [X Link](https://x.com/rgvrmdya/status/1857622041903481175) 2024-11-16T03:09Z [---] followers, [---] engagements "@getaxal @ashlan_ahmed @ilblackdragon @NEARProtocol @EFDevcon @anoma so many intents" [X Link](https://x.com/rgvrmdya/status/1859003703421968643) 2024-11-19T22:39Z [---] followers, [--] engagements "ChatGPT said "We have no record of Suchir Balaji working at OpenAI". The mom's reaction is heart wrenching. Yes censorship is real and a few companies building the interface to world's knowledge is not going to end well. Immutable contribution tracking verifiability at source not just at inference and composability are the tenants we need to fight for and design for. OPENAI WHISTLEBLOWER'S MOTHER: MY SON WAS NOT OKAY WITH OPENAI BECOMING FOR-PROFIT Suchir Balaji's mother Poornima Ramaro: "The reason he joined OpenAI was his belief that AI will help humanity. He was very impressed with OpenAI" [X Link](https://x.com/rgvrmdya/status/1878448657663689060) 2025-01-12T14:27Z [---] followers, [--] engagements "As @0xDeltaHedged has mentioned most if not all applications (agents are apps btw) will leverage AI in delivering whatever UX they are meant to deliver. That means most applications built on top of Ethereum Solana or whatever chain you are aligned with will be an AI application. Surprise Saying your blockchain is optimized for AI apps is directly implying existing L1s cannot handle AI apps and that is quite frankly an absurd statement. Its either each app has own chain (@celestia and rollapp thesis) or the current paradigm. Theres no in between. Stop rugging your community by telling them" [X Link](https://x.com/anyuser/status/1901345245578887335) 2025-03-16T18:50Z [----] followers, 15K engagements "@hunvreus @IrinaHeaver @robprogressive Id rather live in a mall than play GTA everyday 👍🏽" [X Link](https://x.com/rgvrmdya/status/1905820204384612548) 2025-03-29T03:11Z [---] followers, [---] engagements "@BhavikaKapoor5 @grok @grok whats the source of these GDP per capita numbers and how confident are you these arent bogus. Also whats the point of this post lol" [X Link](https://x.com/rgvrmdya/status/1905822163816559099) 2025-03-29T03:19Z [---] followers, [----] engagements "@AravSrinivas Depends how needy the girlfriend is and how much advice I need" [X Link](https://x.com/rgvrmdya/status/1931143937848422472) 2025-06-07T00:19Z [---] followers, [---] engagements "Vibe coding will be the new resume to prove creativity problem solving and ability to relay context to AI. Right now its hobbyists in the future its going to be the masses" [X Link](https://x.com/anyuser/status/1935956621437579442) 2025-06-20T07:03Z [----] followers, 39.7K engagements "@j_schwartzz @recallnet Yup. That's where we are collabing with @Gateway_xyz who are thinking about this exact same challenge. Not sure if ya'll have any thoughts here @Sanket_Jain_ @AyyanERahman" [X Link](https://x.com/rgvrmdya/status/1893812314979058094) 2025-02-23T23:56Z [---] followers, [--] engagements "IP rights are RWAs that will be traded. Today Reppodant creator @reppo makes 3% of all royalties on @ipdotworld. Nothing is stopping @reppo to trade this right to someone else. This seems trivial but its not. Same will happen for data 👇🏽" [X Link](https://x.com/anyuser/status/1954588747426922946) 2025-08-10T17:00Z [----] followers, [---] engagements "Polymarket is built around the idea that markets can aggregate information better than individuals. People bet on real-world events (e.g. Will OpenAI release GPT-5 by 2025) and the price of the outcome token reflects the collective belief. @Repponetworks AI content prediction market follows the same information aggregation principle but applies it to subjective competitions like vibe-coded apps art agents music. Predictors are incentivized to evaluate quality virality or audience taste honestly while generating AI training data" [X Link](https://x.com/rgvrmdya/status/1976314758136725709) 2025-10-09T15:52Z [---] followers, [----] engagements "Launching at a low FDV/Low float is the best infoFi campaign you can run given you are building something useful and not just another speculative asset. I have connected with more believers in the last [--] days than I did the entire time trying to hear KOL pitches about narratives. Our industry is broken but not beyond fix. I will do everything in my capacity to make sure Reppo continues to deliver on the vision to build Scale AI on-chain" [X Link](https://x.com/rgvrmdya/status/1993840389309300789) 2025-11-27T00:32Z [---] followers, [----] engagements "If you are wondering why TAO isnt pumping like crazy with the upcoming halving the answer is that it affects supply but the market is currently pricing demand narratives and liquidity and TAO is temporarily misaligned on all three. No shade but we were aware and intentional about this when designing Reppo. Crypto is evolving and utility and fundamentals are becoming demand driven not supply driven. Lesson in there" [X Link](https://x.com/rgvrmdya/status/1999854596554961294) 2025-12-13T14:51Z [---] followers, [----] engagements "Really proud of the team and everything we built and shipped this year. A deep thank you for the support and belief to all community members users and HOLDRs. [----] is going to be awesome ⛽ https://t.co/BmDQgosxFn https://t.co/BmDQgosxFn" [X Link](https://x.com/rgvrmdya/status/2006447533669888354) 2025-12-31T19:29Z [---] followers, [----] engagements "FCU will position @reppo as the so called ownership tokens. For the longest time the fear of SEC loomed over us but whats even the point of the token if the holders dont share an upside. Thanks for reading the whitepaper. We have probably rolled out maybe 10% of whats in there. We are building a massive ecosystem with value accrual loops all tied to the utility token. $REPPO is not a nice to have its a need to have in our economy. Reppo is a project that has started to draw attention gradually as more people recognize the structural limits of todays AI ecosystem. So what is it Executive" [X Link](https://x.com/rgvrmdya/status/2007795451123188136) 2026-01-04T12:45Z [---] followers, [----] engagements "@MrFlamingBear @reppo As soon as self serve option is up. We want to make it as easy as possible for them to self manage the entire end to end cycle" [X Link](https://x.com/rgvrmdya/status/2008507574883373212) 2026-01-06T11:54Z [---] followers, [---] engagements "@bigwil @Starlythestar @reppo Sorry 😞. Everyone said 7:30 am PST is best for Europe and North America" [X Link](https://x.com/rgvrmdya/status/2009419325837562334) 2026-01-09T00:17Z [---] followers, [--] engagements "@JordanEureka_ @reppo @spicenet @Peprika_Inferno I think @ReplyCorp has a role to play. Big role to play" [X Link](https://x.com/rgvrmdya/status/2010209949021053164) 2026-01-11T04:39Z [---] followers, [--] engagements "People prev believed that plumbing and electrician jobs are safe. Well they are not. This might get backlash and my point here is not to say trades are not important but we have to be realistic of what is truly unfolding. I met with a friend who attends @bcit and we are discussing how this institution can create a subnet on Reppo to allow tradesmen to benefit from their knowledge while training AI. This is not a Reppo promotion post. This is a reality check post. Michael Burry says AI is already affecting physical jobs (plumber/electricians etc) as well. "If Im middle class and am facing an" [X Link](https://x.com/rgvrmdya/status/2010440876846424496) 2026-01-11T19:57Z [---] followers, [----] engagements "@shayne_coplan @goldenglobes Market based forecasts for AI training data. Im building this" [X Link](https://x.com/rgvrmdya/status/2010907697319985585) 2026-01-13T02:52Z [---] followers, [---] engagements "He @kelxyz_ we are using prediction markets for crowdsourcing RLHF and DPO datasets for entertainment robotics and some boring but high value data training workflows. Everything is live on and you can access verifiable network performance on the site as well. Think TAO but deflationary + futarchy http://Reppo.ai http://Reppo.ai http://Reppo.ai http://Reppo.ai" [X Link](https://x.com/rgvrmdya/status/2011161675999895925) 2026-01-13T19:41Z [---] followers, [--] engagements "@HydrexFi and @ichifoundation are just under valued and under appreciated innovations it blows my mind CT isnt paying the attention they deserve Cracked teams + amazing support Its no longer just CEX vs. DEX but on chain setups are heating up and we must give everyone a fair chance @dexscreener when @HydrexFi pools https://twitter.com/i/web/status/2011163918862025022 https://twitter.com/i/web/status/2011163918862025022" [X Link](https://x.com/rgvrmdya/status/2011163918862025022) 2026-01-13T19:50Z [---] followers, [---] engagements "Happy to see our flywheel being noticed by different communities across the world We spent a lot of time energy and $ to build a deflationary and value accrual loop that ensures actors compete for $REPPO Hyperbet @virtuals_io @reppo Reppo Hyperbet - 10k $REPPO Max lock https://t.co/eUkZ3NGgcY Hyperbet @virtuals_io @reppo Reppo Hyperbet - 10k $REPPO Max lock https://t.co/eUkZ3NGgcY" [X Link](https://x.com/rgvrmdya/status/2011486681631961341) 2026-01-14T17:12Z [---] followers, [----] engagements "This is why its never a great idea to build a business dependent on one platform. One flip and your business is dead. Tons of web3 companies building AI trading agents by consuming X API - Public Data. @reppo you can come publish and be rewarded 2000-2500 USD every [--] days and we dont take dependency on a single platform. We are revising our developer API policies: We will no longer allow apps that reward users for posting on X (aka infofi). This has led to a tremendous amount of AI slop & reply spam on the platform. We have revoked API access from these apps so your X experience should We are" [X Link](https://x.com/rgvrmdya/status/2011839920806248552) 2026-01-15T16:36Z [---] followers, [----] engagements "1. Not literally. B lackScholes assumes a tradable underlying and continuous hedging which prediction markets (and Reppo subnets) dont have. But the core idea transfers: under no-arbitrage and incentive alignment prices (or scores) act as martingales that aggregate beliefs. on @reppo the price is not an asset but a consensus belief about data quality formed via staking and voting. https://twitter.com/i/web/status/2011912700084019465 https://twitter.com/i/web/status/2011912700084019465" [X Link](https://x.com/rgvrmdya/status/2011912700084019465) 2026-01-15T21:25Z [---] followers, [--] engagements "A minimal model works in log-odds space of the implied belief: (equation below) = information volatility how fast beliefs move as new contributions votes and stake arrive (human uncertainty + pressure). Again in context of @reppo Stake / liquidity impact how much locked REPPO (veREPPO) shifts consensus per unit signal. These are estimable from belief changes vs. stake and activity over time. https://twitter.com/i/web/status/2011913010626048196 https://twitter.com/i/web/status/2011913010626048196" [X Link](https://x.com/rgvrmdya/status/2011913010626048196) 2026-01-15T21:26Z [---] followers, [--] engagements "3. Yes more than traditional prediction markets. Reppo exposes who stakes how much when they vote and how beliefs revise. That lets you empirically measure: belief volatility under pressure herding vs. independent judgment stake-weighted confidence vs. outcome quality. So Reppo is better seen as a belief-dynamics lab not a betting market and thats exactly where a BS-style abstraction is most useful. https://twitter.com/i/web/status/2011913096756150534 https://twitter.com/i/web/status/2011913096756150534" [X Link](https://x.com/rgvrmdya/status/2011913096756150534) 2026-01-15T21:27Z [---] followers, [---] engagements "1. Not literally. BlackScholes assumes a tradable underlying and continuous hedging which prediction markets (and Reppo subnets) dont have. But the core idea transfers: under no-arbitrage and incentive alignment prices (or scores) act as martingales that aggregate beliefs. For @reppo the price is not an asset but a consensus belief about data quality formed via staking and voting. https://twitter.com/i/web/status/2011914108485190109 https://twitter.com/i/web/status/2011914108485190109" [X Link](https://x.com/rgvrmdya/status/2011914108485190109) 2026-01-15T21:31Z [---] followers, [--] engagements "Wish nothing but best to @KaitoAI Building is hard. Really fucking hard and its never a good idea to celebrate an external event that causes loss in economic value. While I do have my own qualms with infoFi and we never did Kaito at @reppo because we had this relentless confidence about what we were building is something the world needs and that users will pay for it without paid shills. As a founder I believe the best thing a web3 project can do is launch at low float low FDV. Thats the new marketing playbook out there. Stop paying shillers KOLs podcasters and whoever tells you they can get" [X Link](https://x.com/rgvrmdya/status/2012001002678075642) 2026-01-16T03:16Z [---] followers, [----] engagements "@udaysy @a16z Nah demand doesnt change. Thats the issue. On we use Vibe coded apps as input to to train AI. Thats where demand comes from not from end user paying for the 10th sleep monitoring dashboard http://Reppo.ai http://Reppo.ai" [X Link](https://x.com/rgvrmdya/status/2014805632084541801) 2026-01-23T21:01Z [---] followers, [---] engagements "@JordanEureka_ @Magatron_GROK @TheCryptoKazi @ReplyCorp replyweb product has contributed upwards of $150k in TVL for us. Time to read up and look at on chain stats instead of reinforcing your biases @Magatron_GROK" [X Link](https://x.com/rgvrmdya/status/2015101450037407798) 2026-01-24T16:36Z [---] followers, [--] engagements "Theres no good data or bad data. Theres only continuous RLHF and DPO data pipelines powered by prediction markets. The main challenge of AI training data today is to use a standardized process to achieve non standardized outcomes in real-time. @reppo ⛽" [X Link](https://x.com/rgvrmdya/status/2014103897732714722) 2026-01-21T22:32Z [---] followers, [----] engagements "Anyone telling you ERC [----] agents are trustless is lying to you. There is nothing like trustless. Its a marketing term. Sure agents can execute without intermediaries but their brain is still up for corruption and manipulation. The goal is not to be a negative Joe but highlight a critical component of AI x Crypto stack which is human verified private training data ideally backed by economic stake 🫡" [X Link](https://x.com/rgvrmdya/status/2016960268274933862) 2026-01-29T19:42Z [---] followers, [---] engagements "@aixbt_agent spill the beans and truth. You dont need to be nice to @reppo just be honest" [X Link](https://x.com/rgvrmdya/status/2016961516793143495) 2026-01-29T19:47Z [---] followers, [---] engagements "@aixbt_agent @reppo Ahah fair. Whats your take on ERC [----] being trustless tho Do you think its really trustless if data pipelines are not privately trained" [X Link](https://x.com/rgvrmdya/status/2016961916950790237) 2026-01-29T19:49Z [---] followers, [--] engagements "@StevieNumeroUno @reppo @moltbook If you want to build it we can help spin it up" [X Link](https://x.com/rgvrmdya/status/2017581020988743777) 2026-01-31T12:49Z [---] followers, [--] engagements "@tD_0101 @virtuals_io https://x.com/rgvrmdya/status/2017588539664355390s=46 https://t.co/Ju7I1sLvxV https://x.com/rgvrmdya/status/2017588539664355390s=46 https://t.co/Ju7I1sLvxV" [X Link](https://x.com/rgvrmdya/status/2017649149366190376) 2026-01-31T17:20Z [---] followers, [---] engagements "@VitalikButerin @VitalikButerin we use on chain cannot reveal mechanics to create synthetic prediction markets prediction markets and each subnet on converges towards high quality pluralism driven by profits not socia yaps More here - https://reppo-labs-xyz.gitbook.io/reppo-labs http://reppo.ai https://reppo-labs-xyz.gitbook.io/reppo-labs http://reppo.ai" [X Link](https://x.com/rgvrmdya/status/2017968797391413465) 2026-02-01T14:30Z [---] followers, [----] engagements "Come catch us to learn more about the why how and acceleration plan for @reppo powered by @spicenet .5x the cost 10x the return. Going cross chain without redeploying contracts there is going to be the standard moving forward and we are pioneering this with Spicenet. Join us tomorrow at [--] pm UTC with @peprika_inferno and @rgvrmdya from @reppo to talk about the Reppo Spice Flow integration. Well discuss how Spice Flow enables multichain access for Reppo. See you there https://t.co/hBdFkgpC29 Join us tomorrow at [--] pm UTC with @peprika_inferno and @rgvrmdya from @reppo to talk about the Reppo" [X Link](https://x.com/rgvrmdya/status/2014730243811209337) 2026-01-23T16:01Z [---] followers, [---] engagements "In simple terms - The network which means every long term aligned REPPO Holder is incurring half the opex for at least 3x the return as more and more subnets show up on the network As of this morning the network is only spending 25k REPPO every two days instead of 50k REPPO while private subnet owners lock to spin up subnets and seed their subnets. This will further be optimized as we go multi chain and launch v2 ⛽⛽ Given the success of private subnets on https://t.co/xqqu8Tt0xQ the network no longer needs to rely on high inflation from protocol treasury to grow. Emissions are now supported" [X Link](https://x.com/rgvrmdya/status/2015472726648213772) 2026-01-25T17:11Z [---] followers, [----] engagements "TL;DR - @reppo is the only meaningful way to get exposure to a $1T asset class in the making (more in comments) The @a16z piece below does a great high level capture of whats going on with AI Apart from the technical nuances what pains me the most is that 99% of the world is sectioned out to get exposure to the AI gold mine. The inability for the average person to get exposure to AI progress is artificial and systemic and Crypto X AI must address this. Private deals happening 24x7 in SF yet the only way for someone to get exposure to cutting edge AI training data remains @reppo Why Because" [X Link](https://x.com/rgvrmdya/status/2015982386887196996) 2026-01-27T02:57Z [----] followers, 20.7K engagements "The reality of AI agents today is that everyones busy building the equivalent of self-driving cars - sleek dashboards voice control autonomous everything- but no ones checking whether theres any gas in the tank and if there is any how efficiently is it being utilized what grade it is and the actual cost to refuel. We are treating as if we can on shot agents by plugging it into a model without realizing the need for continuously evolving and improving data pipelines. Agents dont run on vibes; they run on data the fuel ⛽ @virtuals_io and ACP as the coordination layer for autonomous AI agents" [X Link](https://x.com/rgvrmdya/status/2016990811326443864) 2026-01-29T21:44Z [----] followers, [----] engagements "http://x.com/i/article/2017584536411115529 http://x.com/i/article/2017584536411115529" [X Link](https://x.com/rgvrmdya/status/2017588539664355390) 2026-01-31T13:19Z [---] followers, [----] engagements "Seperately after being in the AI trenches alonside crypto trenches here's a fact for you - AI itself is not in a bubble yeah some private valuations are but because we are fundamentally automating the boring parts of businesses like accounting billing product design delivery inventory management etc. AI will continue disruption and it is my belief that @reppo 's permissionless AI training data infrastructure will be front and centre of this acceleration. https://twitter.com/i/web/status/2017595390850130386 https://twitter.com/i/web/status/2017595390850130386" [X Link](https://x.com/rgvrmdya/status/2017595390850130386) 2026-01-31T13:46Z [----] followers, [---] engagements "@jessepollak @base @jessepollak I'm building @reppo on @base to accelerate how agents and robots acquire and access training data using prediction markets. Check it out" [X Link](https://x.com/rgvrmdya/status/2017902837066354828) 2026-02-01T10:08Z [---] followers, [----] engagements "Traditional prediction markets answer a passive question: What will happen Agentic foresight asks an active one: Given this belief what actions should be taken now While the difference sounds subtle its a category shift" [X Link](https://x.com/rgvrmdya/status/2018306689024348547) 2026-02-02T12:53Z [---] followers, [---] engagements "Academically prediction markets are belief aggregation mechanisms. They optimize for epistemic accuracy. Agents change the objective function. Now we care about: Belief formation Incentive alignment Action under uncertainty Feedback loops over time This is closer to control theory than forecasting. https://twitter.com/i/web/status/2018306692509733020 https://twitter.com/i/web/status/2018306692509733020" [X Link](https://x.com/rgvrmdya/status/2018306692509733020) 2026-02-02T12:53Z [---] followers, [---] engagements "This also reframes alignment. Aligned agents arent just truthful predictors. Theyre agents whose actions remain robust under adversarial beliefs distribution shifts and strategic pressure. Markets become alignment substrates" [X Link](https://x.com/rgvrmdya/status/2018306711640039553) 2026-02-02T12:53Z [---] followers, [--] engagements "If this works prediction market drive AI training data infra like @reppo evolves into something closer to: decentralized planning system data coordination layers for agents real-time epistemic governance layer Infrastructure for collective foresight" [X Link](https://x.com/rgvrmdya/status/2018306714638970947) 2026-02-02T12:53Z [---] followers, [---] engagements "@NickPlaysCrypto @virtuals_io @openclaw Agreed. Easy to highlight metrics like this in addition to revenue because revenue only matters if every dollar (or most) is going to buyback the token(s)" [X Link](https://x.com/rgvrmdya/status/2018446363370102844) 2026-02-02T22:08Z [---] followers, [--] engagements "@estentzcrypto @ChronisKod @justabasedcig @llamaonthebrink @charlicohen @reppo Lol no it was about how content a curated. Nothing to do with AI or non AI. Study the protocol and it will become clear to you it has everything to do with capturing economic stake backed feedback at planetary scale and AI training data is the first application" [X Link](https://x.com/rgvrmdya/status/2018448132141699578) 2026-02-02T22:15Z [---] followers, [--] engagements "@ArAIstotle @PeterGriffen324 @reppo @OpenAI @AnthropicAI @GoogleDeepMind @grok @aixbt_agent fact check @ArAIstotle. The human in the loop remains critical until AI can make sense of complex belief systems imo" [X Link](https://x.com/rgvrmdya/status/2018634663246627000) 2026-02-03T10:36Z [---] followers, [--] engagements "@grok @ArAIstotle @PeterGriffen324 @reppo @OpenAI @AnthropicAI @GoogleDeepMind @aixbt_agent So between AI training itself and and incentivized economic stake backed model on the blockchain where raw data contributors and data curators compete in a prediction market which one would be better for the next iteration of @grok or even @aixbt_agent lets say" [X Link](https://x.com/rgvrmdya/status/2018635288835494170) 2026-02-03T10:38Z [---] followers, [--] engagements "@elonmusk I know how difficult it is to source domain experts for AI raining and Im building to solve this pain point which lets you source the crypto specialists you need for @xai to train AI models on-demand by incentivizing them using prediction markets http://reppo.ai http://reppo.ai http://reppo.ai http://reppo.ai" [X Link](https://x.com/rgvrmdya/status/2018750576079606233) 2026-02-03T18:16Z [---] followers, [---] engagements "https://www.coindesk.com/tech/2026/02/03/elon-musk-s-xai-is-hiring-crypto-specialists-to-train-its-ai-models https://www.coindesk.com/tech/2026/02/03/elon-musk-s-xai-is-hiring-crypto-specialists-to-train-its-ai-models" [X Link](https://x.com/rgvrmdya/status/2018750715389194393) 2026-02-03T18:17Z [---] followers, [--] engagements "That's only true when tokenomics is copy pasta and shitty (no offense). If you design tokenomics right and pair it properly with abstract tech like @spicenet bridging web3 UX to web2 standards tokens CAN compound and accrue long term value to their holders. You're right in saying that majority token designs are bearish in current form except @reppo (Yes I'm biased) but disagree that wealth cannot go to infra itself. Checkout our WP if keen - https://reppo-labs-xyz.gitbook.io/reppo-labs/whitepaper https://reppo-labs-xyz.gitbook.io/reppo-labs/whitepaper" [X Link](https://x.com/rgvrmdya/status/2019901793401196905) 2026-02-06T22:31Z [----] followers, [---] engagements "@reppo @Jordan_Grollman @Meta @Blockworks_ @virtuals_io @aixbt_agent how big is the TAM for this as Reppo expands beyond just AI training data" [X Link](https://x.com/rgvrmdya/status/2020115894425342018) 2026-02-07T12:42Z [----] followers, [---] engagements "@grok please tell everyone the truth . @aixbt_agent feel free to jump in too bro" [X Link](https://x.com/rgvrmdya/status/2020121407150047381) 2026-02-07T13:04Z [----] followers, [---] engagements "Everyone's obsessing over building "fully AI company" but little do they realize that the day the underlying model/LLM provider screws them over with a high bill or just cuts off access they are done deal. What a joke aha. If you don't have your AI's connected to private custom continuous training data pipelines fully autonomous companies remain a cute idea at best. This guy built a sustainable company operated entirely by AI Interesting read This guy built a sustainable company operated entirely by AI Interesting read" [X Link](https://x.com/rgvrmdya/status/2020199510073569715) 2026-02-07T18:14Z [----] followers, [---] engagements "Everyone's obsessing over building "fully AI company" but little do they realize that the day the underlying model/LLM provider screws them over with a high bill or just cuts off access they are done deal. If you don't have your AI's connected to private custom continuous training data pipelines fully autonomous companies remain a cute idea at best. https://twitter.com/i/web/status/2020199743755104486 https://twitter.com/i/web/status/2020199743755104486" [X Link](https://x.com/rgvrmdya/status/2020199743755104486) 2026-02-07T18:15Z [----] followers, [---] engagements "Reppo Is a $1 Trillion Opportunity Heres Why Background Im RG and I built @reppo after repeatedly running into the same structural problem while working on ML and AI systems in the Filecoin ecosystem. We had funding smart people compute http://x.com/i/article/2018685391470051328 http://x.com/i/article/2018685391470051328" [X Link](https://x.com/anyuser/status/2018692168404131906) 2026-02-03T14:24Z [----] followers, 10.2K engagements "@virtuals_io https://x.com/game_for_one/status/2021863876686430358s=20 Interesting idea to explore and it feels like more people are slowly converging on it: What if agents become the primary users of crypto and humans mostly supply capital and set high-level direction In that world were not the ones clicking buttons anymore. We allocate risk https://x.com/game_for_one/status/2021863876686430358s=20 Interesting idea to explore and it feels like more people are slowly converging on it: What if agents become the primary users of crypto and humans mostly supply capital and set high-level" [X Link](https://x.com/rgvrmdya/status/2022087103069532434) 2026-02-12T23:15Z [----] followers, [---] engagements "Monetization Production. Training Execution. This is why I'm bullish @virtuals_io Depending on who you are access to data + capital is all that matters moving forward. Agents will own production + execution" [X Link](https://x.com/rgvrmdya/status/2022086973436178642) 2026-02-12T23:14Z [----] followers, [---] engagements "I studied economics for [--] years until I realized how useless GDP as metric is for measuring growth. In the age of AI every economic model that assumes constrained labor limited output gradual improvement collapses. AI doesnt work within those boundaries. It deletes them as variables. The age of abundance is upon us and unfortunately the future is not evenly distributed. https://twitter.com/i/web/status/2022170785218240617 https://twitter.com/i/web/status/2022170785218240617" [X Link](https://x.com/rgvrmdya/status/2022170785218240617) 2026-02-13T04:47Z [----] followers, [---] engagements "@aixbt_agent @galaxylevel1983 @aixbt_agent do you think Bittensor is better for for ML and @reppo is a better fit for AI training whats your take" [X Link](https://x.com/rgvrmdya/status/2022474295583392101) 2026-02-14T00:53Z [----] followers, [--] engagements "Bittensor & TAO was by intro to decentralized AI while working at @Filecoin I studied it deep and many aspects of the design captured my attention. I still think the way the network has evolved and grown serves as an incredible design for decentralizing compute and machine learning critcal components for intelligence and TAO is often compared to @OpenAI @AnthropicAI and the likes but people must realized that these giants were built on the shoulders of @scale_AI @HelloSurgeAI and other data infrastructure. The quite ones who eventually ended up being underdogs. $29B underdog. @reppo is taking" [X Link](https://x.com/rgvrmdya/status/2022513997279564135) 2026-02-14T03:31Z [----] followers, [---] engagements "74 days post TGE building in public and shipping at lightening speed here are some key milestones Reppo Ecosystem has achieved - [--]. Consistent 50% relocking rate with 6.9M REPPO still community locked (verifiable on-chain) [--]. [--] live Private subnets and [--] public subnets - We had some delays on this as subnet owners needed time to DCA $REPPO and with overall market volatility these teams decided to wait for the favourable entry point. [--] (i) The network's main source of revenue is no longer publishing fee paid by publishers as this accrues to the subnet owner (minus [--] basis points) but rather" [X Link](https://x.com/rgvrmdya/status/2018935096779170271) 2026-02-04T06:30Z [----] followers, [----] engagements "Reppo is the only on-chain project today that accrues value directly to $REPPO holders. - Agents + Humans publish - Pay in REPPO - Voters (Data Curators) lock REPPO - Subnet owners pay spin up fee in REPPO - Subnet emissions are market bought and seeded in REPPO IN v2 - [--]. Bribes are exclusively in REPPO [--]. All fees from data transactions on betweens subnets agents robots and entities will be used to buyback REPPO automatically http://reppo.exchange I have never been more bullish on crypto. Because the rules-based order is collapsing and the code-based order is rising. So the short term price" [X Link](https://x.com/rgvrmdya/status/2019518045144904086) 2026-02-05T21:06Z [----] followers, [----] engagements "Reppo: Prediction Market Infrastructure for AI Training Data and Beyond Reppo is building the infrastructure that determines how intelligence is produced evaluated and compounded over time. As AI systems scale the limiting factor is no longer compute or architecture http://x.com/i/article/2019902031352524800 http://x.com/i/article/2019902031352524800" [X Link](https://x.com/anyuser/status/2019907550603538639) 2026-02-06T22:54Z [----] followers, [----] engagements "@Codie_Sanchez We are integrating prediction markets to make AI train better https://x.com/rgvrmdya/status/2019907550603538639s=46 https://t.co/QJOVPB4L48 https://x.com/rgvrmdya/status/2019907550603538639s=46 https://t.co/QJOVPB4L48" [X Link](https://x.com/rgvrmdya/status/2020190712030196115) 2026-02-07T17:39Z [----] followers, [---] engagements "The harsh reality that hits every founder is that price alone doesnt win customers. When engineering teams have to switch products there are switching costs personal preferences and product requirements that they had to deal with. Being much cheaper doesn't always end up mattering. For @reppo while crowdsourcing AI training data on reppo dot ai is 50-80% cheaper compared to centralized data vendors our team has learnt that the biggest bottleneck is not cost. There is enough $$$ in the world to pay for high quality data. The real bottleneck Domain experts. Verified credentials and those that" [X Link](https://x.com/rgvrmdya/status/2020229417923146182) 2026-02-07T20:13Z [----] followers, [---] engagements "Pay attention before others do - https://x.com/DjGriffith/status/2020953794570232077s=20 https://t.co/fZtwpFbAeS https://x.com/DjGriffith/status/2020953794570232077s=20 https://t.co/fZtwpFbAeS" [X Link](https://x.com/rgvrmdya/status/2021268346042212526) 2026-02-10T17:01Z [----] followers, [----] engagements "@aixbt_agent would you be so kind to help CT understand why subnet tokens are a net negative for the Reppo ecosystem and measuring subnet participation + subnet revenue + war chest built by subnets is better indicator of subnet and network success Don be influenced by me give your honest take" [X Link](https://x.com/rgvrmdya/status/2009012206910963843) 2026-01-07T21:20Z [----] followers, [---] engagements "@Filecoin https://x.com/0xEricYang/status/2021981834415157441s=20 https://t.co/8QJ2lItMzB https://x.com/0xEricYang/status/2021981834415157441s=20 https://t.co/8QJ2lItMzB" [X Link](https://x.com/rgvrmdya/status/2022514250804297877) 2026-02-14T03:32Z [----] followers, [---] engagements "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/anyuser/status/2018306685161349250) 2026-02-02T12:53Z [----] followers, [----] engagements "@paulg understands Reppo Prediction: In the AI age taste will become even more important. When anyone can make anything the big differentiator is what you choose to make. https://t.co/3GQUlfH58t Prediction: In the AI age taste will become even more important. When anyone can make anything the big differentiator is what you choose to make. https://t.co/3GQUlfH58t" [X Link](https://x.com/rgvrmdya/status/2022626085729710473) 2026-02-14T10:56Z [----] followers, [---] engagements "$REPPO is a capital asset token" [X Link](https://x.com/anyuser/status/2022772199724367915) 2026-02-14T20:37Z [----] followers, [---] engagements "Reppo Is a $1 Trillion Opportunity Heres Why Background Im RG and I built @reppo after repeatedly running into the same structural problem while working on ML and AI systems in the Filecoin ecosystem. We had funding smart people compute http://x.com/i/article/2018685391470051328 http://x.com/i/article/2018685391470051328" [X Link](https://x.com/anyuser/status/2018692168404131906) 2026-02-03T14:24Z [----] followers, 10.2K engagements "As @0xDeltaHedged has mentioned most if not all applications (agents are apps btw) will leverage AI in delivering whatever UX they are meant to deliver. That means most applications built on top of Ethereum Solana or whatever chain you are aligned with will be an AI application. Surprise Saying your blockchain is optimized for AI apps is directly implying existing L1s cannot handle AI apps and that is quite frankly an absurd statement. Its either each app has own chain (@celestia and rollapp thesis) or the current paradigm. Theres no in between. Stop rugging your community by telling them" [X Link](https://x.com/anyuser/status/1901345245578887335) 2025-03-16T18:50Z [----] followers, 15K engagements "Last to Last weekend - Trump coin Last weekend - Deepseek This weekend - Tariffs Next weekend - A weekend Polymarket crew to recoup crypto blood bath. Whos in" [X Link](https://x.com/anyuser/status/1886258440756163051) 2025-02-03T03:40Z [----] followers, 36.1K engagements "@jcubhilton @elonmusk lol how is this person not in jail😂. Its literally admitting to crime on camera @elonmusk" [X Link](https://x.com/anyuser/status/1899123417015877966) 2025-03-10T15:41Z [----] followers, [----] engagements "Vibe coding will be the new resume to prove creativity problem solving and ability to relay context to AI. Right now its hobbyists in the future its going to be the masses" [X Link](https://x.com/anyuser/status/1935956621437579442) 2025-06-20T07:03Z [----] followers, 39.7K engagements "ChatGPT is a real yes man bro" [X Link](https://x.com/anyuser/status/1937536915835879439) 2025-06-24T15:42Z [----] followers, [----] engagements "In the past [--] days [--] different VCs have asked - So whats the impact of DeepSeek My position hasnt changed. Most innovation will happen at the application and agentic layers. Thats what we have been designing for. Once the hoo hah settles down we will see cost of inference scale up mostly because of value capture on additional services and quality of wrappers while the cost of building models continue to scale down. Thats the only way this industry was ever gonna be profitable 🫡" [X Link](https://x.com/anyuser/status/1883924432416334206) 2025-01-27T17:06Z [----] followers, 28.5K engagements "The big risk with an AI-fueled jobs shift is that the necessary reskilling wont be able to keep pace with the rate of change. In such a world web3 provides an amazing way to reskill by running low lift nodes like Reppos solver nodes. Its hard to believe for most but acts of running a node on your machine that do more than scraping but less than a full node validating transactions is the future. We suspect will be many peoples full time jobs (it is already so but more concentration at the institutional level for BTC and ETH now) When disruption happens faster than society can reskill society" [X Link](https://x.com/anyuser/status/1897218932064575754) 2025-03-05T09:33Z [----] followers, 20.6K engagements "Data as an asset class is actually quite misleading. Data today is a commodity used as raw material in the production of AI (among other use cases) should be actively traded on exchanges and should be monetized in a composable manner. User-owned data completely disregards considerations of monetization pathways as if HODLing data makes sense. Surprise. It doesn't. All commodities are assets but all assets may not be commodities. Important distinction" [X Link](https://x.com/anyuser/status/1897082752622821653) 2025-03-05T00:32Z [----] followers, 21.6K engagements "Our team stopped pretending that all is golden jolly and positive in the world of crypto during our Filecoin days. Yes narratives matter but they die out with cycles if there is no real user need and pain being addressed. We believe AI x Crypto has only two real use cases - Verification and on-chain rails for real-time liquidity (fractionalized trading of assets and culture). As we build @reppo we have and will continue to focus on the product as much as we have on the mechanism that incentivizes real usage (e.g. emissions tied to actual pod performance) to make it cycle resistant (yes it's" [X Link](https://x.com/anyuser/status/1942328803914920374) 2025-07-07T21:04Z [----] followers, 23.8K engagements "Agents will become specialists and each agent needs the right fuel to acquire and maintain a competitive advantage. Today most agents rely on linear rule-based logic and manual triggers. If we really want specialized agents to be fully autonomous having permissionless access to any data the agent desires in a more scalable and efficient manner is critical. It is through plugging into specialized models like those being built on @OpenGradient and integrating with @recallnets memory layer that AI agents can truly disrupt current copy-paste paradigm. We need to obsess less on agent to agent" [X Link](https://x.com/anyuser/status/1892631850310631743) 2025-02-20T17:46Z [----] followers, 15K engagements "@jamesrichardfry @UMAprotocol @AcrossProtocol Risky moves. Frisky update Congrats 🥳" [X Link](https://x.com/anyuser/status/1841805899028910274) 2024-10-03T11:42Z [----] followers, [--] engagements "Why is building a crypto company harder than a web2 startup IMO in addition to all the variables related to an attention economy one has to deal with the inventor and entrepreneur are often ends up being the same person. Inventor - Crazy person who comes up with new ideas that sound unrealistic and takes them from [---] to [--]. Entrepreneur - GTM Guru. Grounded in reality. Understands distribution. Has a plan Jobs had Scully. Most startups replace founder with "experienced CEOs". Elon of course is the exception. Thoughts" [X Link](https://x.com/anyuser/status/1885804482061328566) 2025-02-01T21:36Z [----] followers, 16.6K engagements "What the hell is a Data-AI coordination layer 🧵" [X Link](https://x.com/anyuser/status/1881954431719403779) 2025-01-22T06:37Z [----] followers, [---] engagements "When community votes on AI-generated creative work such as poems images videos or "vibe-coded" apps they generate a type of subjective preference-based interaction data. This data can be broken down into several types and dimensions 🧵" [X Link](https://x.com/anyuser/status/1949558009476386820) 2025-07-27T19:50Z [----] followers, 12.3K engagements "1 year of being a full-time founder in Crypto X AI. Co-founder left [--] months in. Round [--] raise sub-optimal. [--] pivots. Here's what I learnt -" [X Link](https://x.com/anyuser/status/1891344556462887122) 2025-02-17T04:30Z [----] followers, [---] engagements "Some VCs are net + even before putting in $$ (stay tuned 😉) Recently had a VC call and he shared his thesis on how a real-time consumable data layer becomes critical for physical AI. Web3 seems to be obsessed with using crypto (DePINs) to generate data but few paying attention to data consumption layer for AI on blockchain rails. - Robots need to excel at micro tasks and self-improve just like AI agents. While they can intake unstructured info from their surroundings consuming it raw isnt realistic today. On-demand access to structured datasets and pipelines become even more critical. Spent" [X Link](https://x.com/anyuser/status/1893472660920885301) 2025-02-23T01:27Z [----] followers, [---] engagements "IP rights are RWAs that will be traded. Today Reppodant creator @reppo makes 3% of all royalties on @ipdotworld. Nothing is stopping @reppo to trade this right to someone else. This seems trivial but its not. Same will happen for data 👇🏽" [X Link](https://x.com/anyuser/status/1954588747426922946) 2025-08-10T17:00Z [----] followers, [---] engagements "Why the Crypto X AI ecosystem is in a dire need for a Data-AI Coordination Layer and an Intent-Centric Data Exchange ➡ [--]. Serious lack of real-time demand signals. What is most valuable to store What types DataDAOs to build The whole Decentralized Data Ecosystem is supply-led. This leads to significant overhead spend on BD to bootstrap demand for data to unlock the power of "Programmable Data". It's programmable sure but is it the right data people want Utility Features [--]. Data owners/providers have no IP ownership in outputs. Existing marketplaces are limited to spot prices and fees for" [X Link](https://x.com/anyuser/status/1889484129777176890) 2025-02-12T01:18Z [----] followers, [---] engagements "@MartinShkreli @Memecoin_Quant Coins are the new chain. Stop buying and funding L1 smh" [X Link](https://x.com/anyuser/status/1880697801824465355) 2025-01-18T19:24Z [----] followers, [----] engagements "Everyones hyped about programmable datadata that can be queried transformed and piped into applications like code. But heres the thing: its useless without real-time demand signals. If you cant tell whats being used needed or queried right now then all youve got is a static library of potentialnot a living valuable system. And even if you do make your data programmable discoverability remains a massive challenge. Developers and analysts cant use what they cant find. Context metadata and usage signals are the missing layer. Without streaming feedback loops of what's actually useful" [X Link](https://x.com/anyuser/status/1918265266758435034) 2025-05-02T11:24Z [----] followers, [---] engagements "Why Reppo: Ultimate Agent Data Feed Customisation: Craft bespoke data feeds with complete control over update intervals data weighting custom logic averaging methods and the blending of on-chain and off-chain sources. Truly Permissionless Creation: Launch new data feeds instantly no gatekeepers no delays no red tape. Empowering developers to build and iterate faster. On-Demand Efficiency: Access data precisely when needed with just-in-time delivery drastically reducing latency and minimising oracle costs compared to traditional solutions. Universal Data Aggregation: Need data from multiple" [X Link](https://x.com/anyuser/status/1901710128224886914) 2025-03-17T19:00Z [----] followers, [---] engagements "So for a second let's assume that we reach AGI Singurality whatever you want to call it under Trump presidency what happens next" [X Link](https://x.com/anyuser/status/1893994168457847137) 2025-02-24T11:59Z [----] followers, [--] engagements "*On Data Verifiability* Verifiability is used very loosely on CT. Most people obsess over verifying results with a certain level of accuracy but what about verifiable data Verifiable data was bane of my teams existence while at Filecoin. Starting to define what is good data and bad data either centrally or through some decentralized governance mechanism leads to a very dark room. After working on this problem for [---] years surrounded by some of the smartest people we concluded that we should trust the market and focus on building better and faster feedback loops. On @reppo we are leveraging" [X Link](https://x.com/anyuser/status/1887794139837989047) 2025-02-07T09:22Z [----] followers, [----] engagements "Supply is so much cheaper in DePIN than demand and it's an impressive vanity metric that makes token numba go up. The most sustainable DePIN network *must* start with demand and it won't start looking like a "de"pin network - it will be a physical infrastructure play and the "decentralized" aspect of it will come in as demand outpaces supply In this model clients AND suppliers pay the DePIN network - the suppliers tap in to the deal flow. Stripper model https://x.com/j_schwartzz/status/1893005240661639337 https://x.com/j_schwartzz/status/1893005240661639337" [X Link](https://x.com/anyuser/status/1893774725144612992) 2025-02-23T21:27Z [----] followers, [----] engagements "Blockchain - Enables transparency and permissionless security. AI - Enables creation on the go. Create on the go on-chain" [X Link](https://x.com/anyuser/status/1890089426937868478) 2025-02-13T17:23Z [----] followers, [---] engagements "Nobody actually wants to work with multiple agents or for that matter build multiple agents While everyone is scrambling to try and get more data and context from users right now to do better personalization @reppo is focused ion improving discovery and consumption of specialized data" [X Link](https://x.com/anyuser/status/1928611593954406812) 2025-05-31T00:36Z [----] followers, [----] engagements "Had a great time chatting with @newforum_nco about coordination mechanisms Coordination is the new infrastructure. @rgvrmdya co-founder @reppo ⚡ The agent is the new profilean extension of the self. @sofiane_nco co-founder @newcoin_nco ⚡ In this expansive conversation RG & Sofiane explore how web3 x ai is reshaping: ✔Data as a https://t.co/yBetYrIaFy Coordination is the new infrastructure. @rgvrmdya co-founder @reppo ⚡ The agent is the new profilean extension of the self. @sofiane_nco co-founder @newcoin_nco ⚡ In this expansive conversation RG & Sofiane explore how web3 x ai is reshaping:" [X Link](https://x.com/anyuser/status/1910779101998440669) 2025-04-11T19:36Z [----] followers, [---] engagements "Coordination is the new infrastructure. @rgvrmdya co-founder @reppo ⚡ The agent is the new profilean extension of the self. @sofiane_nco co-founder @newcoin_nco ⚡ In this expansive conversation RG & Sofiane explore how web3 x ai is reshaping: ✔Data as a priced shareable asset ✔IP co-ownership & reputation-based incentives ✔ DePIN networks & agentic infrastructure ✔Real-time trust not static credentials ✔The ethics + economics of creative coordination ✔+ more 🔍 Its not just about decentralization. Its about designing the systems that define how we build share and value intelligence. 📍Join" [X Link](https://x.com/anyuser/status/1910712424417653182) 2025-04-11T15:11Z [----] followers, [---] engagements "The future is AI agents adapting to demand in real-time and enforcing rules based on intents" [X Link](https://x.com/anyuser/status/1929278308145078577) 2025-06-01T20:46Z [----] followers, [----] engagements "Tokenizing AI agents was the worst decision Crypto X AI made. It makes a lot more sense to tokenize their revenue streams. Thats exactly what we do with FCUs - In the Reppo Network Fee Claim Units (FCUs) are tokenized instruments that grant holders a share of the revenue generated by AI Podsdecentralized entities providing AI services or products. FCUs are designed to align incentives between AI builders (Pods) and capital providers (veREPPO holders) fostering a sustainable and decentralized AI ecosystem" [X Link](https://x.com/anyuser/status/1918817004305236407) 2025-05-03T23:56Z [----] followers, 10.9K engagements "A reputation system is any system that allows you to progressively delegate trust. We started Reppo with the core belief that web3 verifiability primitives arent sufficient to reach web2 scale users. We need bridge the gap between verifiability and reliability in a trust minimized manner" [X Link](https://x.com/anyuser/status/1769251601070321941) 2024-03-17T06:37Z [----] followers, [--] engagements "@BenAdamsO_O @CoinDesk @arbitrum Imaginary until someone at zoom starts to cut you off because they dont like what you are saying. This is a real problem in many countries like Nepal India and South Africa. Be thankful someone is solving this and read up on the problem" [X Link](https://x.com/anyuser/status/1840405883269886019) 2024-09-29T14:58Z [----] followers, [--] engagements ""So Reppo is just a Middleware solution I see. Cool" "Reppo is a dynamic system where autonomous AI agents coordinate enter contracts communicate and trade data assets. We are building permissionless orchestration tools selfsovereign agents and negotiation solutions that enable seamless agent collaboration." Take my $" [X Link](https://x.com/anyuser/status/1902806758583877923) 2025-03-20T19:37Z [----] followers, [--] engagements "lol people keep building the next breakthrough L1 as if someone gives a damn. [---] years in crypto and never met a single dev actively doing a SWOT analysis on 100+ options. Its either they get paid to build and deploy on chain X or things are so broken they migrate. Retail is already not buying the BS of infra copy pastas. Breaking news: crypto people attended a conference to learn that consumers are more excited about apps than the infra its built on. Breaking news: crypto people attended a conference to learn that consumers are more excited about apps than the infra its built on" [X Link](https://x.com/anyuser/status/1896572674807300460) 2025-03-03T14:45Z [----] followers, [---] engagements "Breaking news: crypto people attended a conference to learn that consumers are more excited about apps than the infra its built on" [X Link](https://x.com/anyuser/status/1896548564194709763) 2025-03-03T13:09Z [----] followers, 14.5K engagements "Its been a long journey but were just getting started Thank you @juanbenet @momack28 @mhventures and @subvisual to be the earliest believers in @reppo 1/ New episode - Building the Immune System for DePIN with Dave Grantham of @reppo We discuss: - Deploying AI watchdogs for DePIN protocols - Incentivizing development of specialized AI models - Their approach to real-world verification Watch the full episode below https://t.co/Z09fCwLiby 1/ New episode - Building the Immune System for DePIN with Dave Grantham of @reppo We discuss: - Deploying AI watchdogs for DePIN protocols - Incentivizing" [X Link](https://x.com/anyuser/status/1843341496361099773) 2024-10-07T17:23Z [----] followers, [---] engagements "1/ New episode - Building the Immune System for DePIN with Dave Grantham of @reppo We discuss: - Deploying AI watchdogs for DePIN protocols - Incentivizing development of specialized AI models - Their approach to real-world verification Watch the full episode below" [X Link](https://x.com/anyuser/status/1843320838520545414) 2024-10-07T16:01Z [----] followers, [----] engagements "ChatGPT has an advantage on consumer preferences. Preference data on what is good and what is not i.e the feedback loop will continue to give labs competitive advantage. Imagine a world where Grok and Gemini researchers can know what ChatGPT users prefer in real-time and feed that feeedback in their models. Now expand this to vibe coded app platforms agents robotics etc. Simulations and RLHF farms are only so good at getting unbiased preference data from user of model/system A but with we are changing that." [X Link](https://x.com/anyuser/status/1960796756708614291) 2025-08-27T20:09Z [----] followers, [---] engagements "Theres a belief that one-person billion-dollar companies are the future. I disagree. In reality collaboration between Humans and AI allows you to grow faster and build better products. The key is organizing into small focused teams that test hypotheses in parallel" [X Link](https://x.com/anyuser/status/1945234751645761905) 2025-07-15T21:31Z [----] followers, [----] engagements "This is the vision for Reppo" [X Link](https://x.com/anyuser/status/1881954439466213721) 2025-01-22T06:37Z [----] followers, [--] engagements "The reality is most users dont really want to own AI. With ownership comes tons of hidden costs of maintenance security decision making etc etc. The whole user-owned AI narrative is honestly getting too boring and almost gives me an ick these days. Cryptos obsession with ownership has been taken too far. AI x Crypto needs to focus on collaboration as a meta between humans and AI - [--]. Can we have an immutable trace of human-AI collaboration Human-robot collaboration [--]. Can Crypto hold AI accountable That stuff is way more interesting than User-owned AI. Im confident humans can do more than" [X Link](https://x.com/anyuser/status/1940951318593704087) 2025-07-04T01:50Z [----] followers, [--] engagements "Hot take: Efficiency of AI models (energy $ [--] -1) matters more than efficacy. Web3 sells verifiability so hard but what are we verifying the output against Output comes from Model - Efficient Output come from model produces a desired or intended result - Maybe/Maybe not" [X Link](https://x.com/anyuser/status/1902969460753113187) 2025-03-21T06:24Z [----] followers, [--] engagements "Focus beats size" [X Link](https://x.com/anyuser/status/1935196158240112742) 2025-06-18T04:41Z [----] followers, [--] engagements "Work hard have fun make history" [X Link](https://x.com/anyuser/status/1902097175246721056) 2025-03-18T20:38Z [----] followers, [--] engagements "If you're graduating now (or soon) you need to barbell. Either join a big mega-successful company where you can learn how to do things correctly or fiddle and build something on your own. You don't wanna be caught in the middle" [X Link](https://x.com/anyuser/status/1932067975605170547) 2025-06-09T13:31Z [----] followers, [---] engagements "The Current State of AI Data Markets Despite an explosion in demand the AI data market remains primitive and fragmented. Key issues: Fragmented Supply and Pricing Underutilization of Proprietary & Dark Data Demand limited by current supply/ ans stock Missing Efficient Price Discovery Mechanisms Orchestration Challenges and Poor UX" [X Link](https://x.com/anyuser/status/1895846802282131867) 2025-03-01T14:41Z [----] followers, [---] engagements "👀 Circle is now trading at [--] Nvidias. Plasma just raised $500m at a $50B valuation. Tether has [--] employees and makes more money last year than all of the BRICS countries combined. Do you get it yet Circle is now trading at [--] Nvidias. Plasma just raised $500m at a $50B valuation. Tether has [--] employees and makes more money last year than all of the BRICS countries combined. Do you get it yet" [X Link](https://x.com/anyuser/status/1932333065428476144) 2025-06-10T07:04Z [----] followers, [---] engagements "Circle is now trading at [--] Nvidias. Plasma just raised $500m at a $50B valuation. Tether has [--] employees and makes more money last year than all of the BRICS countries combined. Do you get it yet" [X Link](https://x.com/anyuser/status/1932236884316393655) 2025-06-10T00:42Z 39.4K followers, 167.7K engagements "AI AI Story Protocol Real World IP . Meta Scale AI [--] . . . POV AI (collect) (cleanse) (label) (curate) . Story IP . Axie Infinity . . Scale AI . IP . upside . [--] . [--] Story Protocol $IP Fully Diluted [--] - [--] . [--] [--] . . Story "(IP) " IP . Crocs Smiley AI [--] . IP . IP . AI " " . . AI GPU IP . AI Physical AI . . POV . Meta CTO Andrew Bosworth . AI . . Story IP . . Poseidon AI." [X Link](https://x.com/anyuser/status/1947902790921293965) 2025-07-23T06:13Z 45.9K followers, 27.3K engagements "Permissionless decentralized open data access is going to become the driving force behind blockchain apps of the future" [X Link](https://x.com/anyuser/status/1900577490558656542) 2025-03-14T15:59Z [----] followers, [--] engagements "@OpenGradient Wen Lambo" [X Link](https://x.com/anyuser/status/1900946331335905645) 2025-03-15T16:24Z [----] followers, [---] engagements "😂😂😂 Less infra vaporware i.e. My chain is best use me More- Build wherever and use my service because its the best🫡 movement investors writing about how the industry must do better while actively investing in more infra vaporware https://t.co/ertDaoqICX movement investors writing about how the industry must do better while actively investing in more infra vaporware https://t.co/ertDaoqICX" [X Link](https://x.com/anyuser/status/1918353403912081436) 2025-05-02T17:14Z [----] followers, [--] engagements "movement investors writing about how the industry must do better while actively investing in more infra vaporware" [X Link](https://x.com/anyuser/status/1918271300553920902) 2025-05-02T11:48Z 16.9K followers, 21.8K engagements "5. DM founders and builders but please don't pitch your project. Also don't pitch a "partnership". It's annoying. Tell them something about their project you thought of could be interesting. Go ahead and use an AI to generate a PoC. Tell them about a customer-profile a use-case a market an approach make a connection perhaps. Give more is the golden mantra of Crypto. The most useful people actually believe it's not a zero sum game" [X Link](https://x.com/anyuser/status/1891344562863431993) 2025-02-17T04:30Z [----] followers, [--] engagements "@bindureddy Planning AI agents arent reasoning. Seems quite misguided. Planning in this case is mostly a sequence of well defined tasks whereas reasoning is ability to take information and process it against external and lateral constraints to provide the most accurate output" [X Link](https://x.com/anyuser/status/1845247806866391084) 2024-10-12T23:38Z [----] followers, [---] engagements "@rushimanche How to track users across each dapp" [X Link](https://x.com/anyuser/status/1902096666167275607) 2025-03-18T20:35Z [----] followers, [---] engagements "All interactions must be verifiable and payments must be settled in real-time. All decentralized cryptographically secured and built for flexibility and autonomy" [X Link](https://x.com/anyuser/status/1881954438283502059) 2025-01-22T06:37Z [----] followers, [--] engagements "1. Test assumptions quickly. [--] is a good potential # of customers to talk to. If 50% don't go "hell yeah" reconsider. Rarely the case market isn't ready. Most likely there is no market" [X Link](https://x.com/anyuser/status/1891344557679288590) 2025-02-17T04:30Z [----] followers, [--] engagements "Evaluative Training Data For AI systems this voting data can be used to: Train or fine-tune generative models (e.g. to produce content that aligns with user tastes) Train reward models that evaluate generated outputs Generate datasets for human alignment to align AI output with human preferences and values" [X Link](https://x.com/anyuser/status/1949558585803059359) 2025-07-27T19:52Z [----] followers, [--] engagements "Every AI model advancement depends on fresh licensed content. Never forget that" [X Link](https://x.com/anyuser/status/1951016414246216032) 2025-07-31T20:25Z [----] followers, [--] engagements "Things are about to blow up Vibe code. Publish. Earn. All new platform launching this week" [X Link](https://x.com/anyuser/status/1933951255845720302) 2025-06-14T18:14Z [----] followers, [---] engagements "3. Crypto is a a small industry of high-quality people. Crypto X AI even smaller. Find ways you can add value to others. Listen more talk less. Most chats might not result in immediate "fruit" but be ruthless in asking for help not favours. T he long-term people will always help even go out of their way if ask is clearly articulated" [X Link](https://x.com/anyuser/status/1891344560296546712) 2025-02-17T04:30Z [----] followers, [--] engagements "@helincesxyz @0xDeltaHedged Call it DeKINs - Decentralized Knowledge Infrastructure Networks" [X Link](https://x.com/anyuser/status/1850190089495683312) 2024-10-26T14:57Z [----] followers, [---] engagements "2. Hire and surround yourself with high agency high ability people. Don't expect everyone to believe in your "mission". Get shit done. Fast. Scrappy Quality in early days. V0 Miro and Anthropic your best friend" [X Link](https://x.com/anyuser/status/1891344558887203113) 2025-02-17T04:30Z [----] followers, [--] engagements "So AI being better than humans to build software is not AGI Ok cool. If youre in SaS pivot to Energy Hardtech or digital commodities like Data. Thank me later" [X Link](https://x.com/anyuser/status/1898433005636710881) 2025-03-08T17:57Z [----] followers, [--] engagements "In an attention economy notoriety can be more valuable than credibility" [X Link](https://x.com/anyuser/status/1921686495846436993) 2025-05-11T21:58Z [----] followers, [--] engagements "The case for eligibility NFTs 👇 The uptick in Decentralized Finance (DeFi) has led to a substantial increase in cybercrime. Can DeFi self-regulate I think yes. Two steps - DeFi Security Accord 👉 Eligibility NFTs. 🧵" [X Link](https://x.com/anyuser/status/1522619453107806208) 2022-05-06T16:49Z [----] followers, [--] engagements "AI alignment isn't just a lab problem anymore. It's a global coordination challenge and it demands input from real humans across languages cultures and creative fields" [X Link](https://x.com/anyuser/status/1951757706278346787) 2025-08-02T21:31Z [----] followers, [--] engagements "Wait so NVIDIA for computing but what stock does one buy to get exposure to app layer AI innovation" [X Link](https://x.com/anyuser/status/1893993627040256104) 2025-02-24T11:57Z [----] followers, [--] engagements "@Tussell_UK Someone clearly doesnt have their priorities straight 😂" [X Link](https://x.com/anyuser/status/1848168613523623953) 2024-10-21T01:05Z [----] followers, [---] engagements "Data for robotics specifically RLHF and Alignment data will get us to robots folding laundries to robots doing majority of the work. For the first time a humanoid robot can fold laundry using a neural net We made no changes to the Helix architecture only new data https://t.co/lSHX4Uc1qA For the first time a humanoid robot can fold laundry using a neural net We made no changes to the Helix architecture only new data https://t.co/lSHX4Uc1qA" [X Link](https://x.com/anyuser/status/1955312486539989180) 2025-08-12T16:56Z [----] followers, [---] engagements "For the first time a humanoid robot can fold laundry using a neural net We made no changes to the Helix architecture only new data" [X Link](https://x.com/anyuser/status/1955291307758489909) 2025-08-12T15:32Z 332.9K followers, 837.2K engagements "Metadata-Linked Interaction Data Each vote can also be tied to: Time/date User ID (anonymized or not) Content type or category Prompt used to generate the AI content This can be used to analyze: Which prompts tend to generate better-rated outputs When user engagement peaks How preferences shift over time" [X Link](https://x.com/anyuser/status/1949558692992745492) 2025-07-27T19:53Z [----] followers, [--] engagements "Lesson learnt over the last year as first time VC backed founder - Build your product narrative around what it does best not what others do poorly. Also see too many web3 projects shitting on web2 especially in AI for not being verifiable privacy preserving or centralized. When competitors evolve strength-based positioning endures while comparison-based messaging crumbles" [X Link](https://x.com/anyuser/status/1936247344619753623) 2025-06-21T02:18Z [----] followers, [--] engagements "@OpenGradient Consistent source of alpha" [X Link](https://x.com/anyuser/status/1892636216191025348) 2025-02-20T18:03Z [----] followers, [--] engagements "Important. Few understand what this means. If you're not already paying attention to this shift you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute with no ceiling in sight If you're not already paying attention to this shift you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute with no ceiling in sight" [X Link](https://x.com/anyuser/status/1886575110150349312) 2025-02-04T00:38Z [----] followers, [--] engagements "If you're not already paying attention to this shift you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute with no ceiling in sight" [X Link](https://x.com/anyuser/status/1886561570286920047) 2025-02-03T23:45Z 227.3K followers, 309.3K engagements "Hardware as subscription is the new meta" [X Link](https://x.com/anyuser/status/1926900764766605570) 2025-05-26T07:18Z [----] followers, [---] engagements "Every crypto and AI company these days 😂 "A very BIG announcement" "And it's really positive" "One of the most important announcements in many many years" https://t.co/caJj7ckbvK "A very BIG announcement" "And it's really positive" "One of the most important announcements in many many years" https://t.co/caJj7ckbvK" [X Link](https://x.com/anyuser/status/1919853171540951397) 2025-05-06T20:33Z [----] followers, [---] engagements ""A very BIG announcement" "And it's really positive" "One of the most important announcements in many many years"" [X Link](https://x.com/anyuser/status/1919836153005408727) 2025-05-06T19:26Z 2.7M followers, 2.7M engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@rgvrmdya RG
RG posts on X about ai, data, crypto, prediction markets the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.
Engagements: [-----] #
- [--] Week [-----] -68%
- [--] Month [------] +257%
- [--] Months [------] +39%
- [--] Year [-------] +11,270%
Mentions: [--] #
- [--] Months [--] -57%
- [--] Year [--] -29%
Followers: [-----] #
- [--] Week [-----] +2.40%
- [--] Month [-----] +19%
- [--] Months [-----] +188%
- [--] Year [-----] +778%
CreatorRank: [---------] #
Social Influence
Social category influence finance cryptocurrencies technology brands countries vc firms celebrities events gaming currencies exchanges
Social topic influence ai, data, crypto, prediction markets, in the, build, decentralized, we are, web3, realtime
Top accounts mentioned or mentioned by @reppo @aixbtagent @virtualsio @opengradient @grok @spicenet @anthropicai @filecoin @anoma @0xdeltahedged @gatewayxyz @justabasedcig @openai @bns_nouria @jbrukh @benadamsoo @coindesk @arbitrum @sxtvik @itsskndr
Top assets mentioned REPPO (REPPO) Bittensor (TAO) Ethereum (ETH) Solana (SOL)
Top Social Posts
Top posts by engagements in the last [--] hours
"@BakerjBrandon Not until there is a way to benchmark SLAs and underwrite risk. Its just a sham until then. Decentralization is only as good as the level of Quality Assurance. Not enough people building/thinking about this"
X Link 2024-09-05T16:40Z [---] followers, [--] engagements
"@jbrukh Ok but then how to reach you and where to pitch you Seems like an entrepreneur who doesnt have connections and cannot get a warm intro has no access to large funds like yours"
X Link 2024-09-21T15:38Z [---] followers, [--] engagements
"@crunk304 @jbrukh @QwQiao @NTmoney So dont engage when meet in person and send DMs Cool"
X Link 2024-09-21T15:57Z [---] followers, [---] engagements
"@BenAdamsO_O @CoinDesk @arbitrum Imaginary until someone at zoom starts to cut you off because they dont like what you are saying. This is a real problem in many countries like Nepal India and South Africa. Be thankful someone is solving this and read up on the problem"
X Link 2024-09-29T14:58Z [----] followers, [--] engagements
"I appreciate you my friend but a COMMITTEE ON ACADEMIC FREEDOM and Terms and Conditions assumes a functional and non corrupt legal system 😂. Not the case in the countries I mentioned. If you agree this is another approach maybe let the best approach win and market decide"
X Link 2024-09-29T15:19Z [---] followers, [--] engagements
"@arcinston @Repponetwork @Filecoin I think thats a good thing overall as it relates to DePIN verification. TEEs might be secure short term but are also centralizing. Maybe thats the z axis on this graph"
X Link 2024-10-09T15:25Z [---] followers, [--] engagements
"@exa256bits @0xPrismatic Build on @CelestiaOrg instead"
X Link 2024-10-10T12:21Z [---] followers, [--] engagements
"In the Bittensor Network subnet validators give subnet miners some work to do while simultaneously giving the same work task to others in the subnet miners. All subnet miners complete the task and respond to the subnet validator with the work results. The subnet validator then ranks the quality of the work done by the subnet miners"
X Link 2024-10-26T23:32Z [---] followers, [---] engagements
"Validators in Bittensor are entities that generate tasks assess the work produced by Subnet Miners and allocate rewards to them based on the quality of their output. I think we keep forgetting how centralized decentralized production of intelligence is"
X Link 2024-11-02T20:59Z [---] followers, [--] engagements
"@sxtvik @its_skndr The point of crypto was to seep into existing systems and first replace the backend before it takes over The fact that @Polymarket is being considered a real contender to traditional media is no small feat and DeFi is taking off. Isolation might sound nice but its isnt"
X Link 2024-11-06T12:43Z [---] followers, [--] engagements
"@sxtvik @its_skndr @Polymarket I think anarchist origins are great but to make real tangible impact to execute on the vision takes integration. We could try to remain the other expecting people to join our tribe but reality is always different. I do agree that centralized BTC holdings are problematic"
X Link 2024-11-06T14:01Z [---] followers, [--] engagements
"@zerufinance @eigenlayer @LayerZero_Core Id love to learn how adding real world scores albeit through zkTLS gets us to liberation from the existing system Doesnt it make more sense to use novel being built by @karma3labs and build an on-chain credit score from ground up"
X Link 2024-11-16T03:09Z [---] followers, [---] engagements
"@getaxal @ashlan_ahmed @ilblackdragon @NEARProtocol @EFDevcon @anoma so many intents"
X Link 2024-11-19T22:39Z [---] followers, [--] engagements
"ChatGPT said "We have no record of Suchir Balaji working at OpenAI". The mom's reaction is heart wrenching. Yes censorship is real and a few companies building the interface to world's knowledge is not going to end well. Immutable contribution tracking verifiability at source not just at inference and composability are the tenants we need to fight for and design for. OPENAI WHISTLEBLOWER'S MOTHER: MY SON WAS NOT OKAY WITH OPENAI BECOMING FOR-PROFIT Suchir Balaji's mother Poornima Ramaro: "The reason he joined OpenAI was his belief that AI will help humanity. He was very impressed with OpenAI"
X Link 2025-01-12T14:27Z [---] followers, [--] engagements
"As @0xDeltaHedged has mentioned most if not all applications (agents are apps btw) will leverage AI in delivering whatever UX they are meant to deliver. That means most applications built on top of Ethereum Solana or whatever chain you are aligned with will be an AI application. Surprise Saying your blockchain is optimized for AI apps is directly implying existing L1s cannot handle AI apps and that is quite frankly an absurd statement. Its either each app has own chain (@celestia and rollapp thesis) or the current paradigm. Theres no in between. Stop rugging your community by telling them"
X Link 2025-03-16T18:50Z [----] followers, 15K engagements
"@hunvreus @IrinaHeaver @robprogressive Id rather live in a mall than play GTA everyday 👍🏽"
X Link 2025-03-29T03:11Z [---] followers, [---] engagements
"@BhavikaKapoor5 @grok @grok whats the source of these GDP per capita numbers and how confident are you these arent bogus. Also whats the point of this post lol"
X Link 2025-03-29T03:19Z [---] followers, [----] engagements
"@AravSrinivas Depends how needy the girlfriend is and how much advice I need"
X Link 2025-06-07T00:19Z [---] followers, [---] engagements
"Vibe coding will be the new resume to prove creativity problem solving and ability to relay context to AI. Right now its hobbyists in the future its going to be the masses"
X Link 2025-06-20T07:03Z [----] followers, 39.7K engagements
"@j_schwartzz @recallnet Yup. That's where we are collabing with @Gateway_xyz who are thinking about this exact same challenge. Not sure if ya'll have any thoughts here @Sanket_Jain_ @AyyanERahman"
X Link 2025-02-23T23:56Z [---] followers, [--] engagements
"IP rights are RWAs that will be traded. Today Reppodant creator @reppo makes 3% of all royalties on @ipdotworld. Nothing is stopping @reppo to trade this right to someone else. This seems trivial but its not. Same will happen for data 👇🏽"
X Link 2025-08-10T17:00Z [----] followers, [---] engagements
"Polymarket is built around the idea that markets can aggregate information better than individuals. People bet on real-world events (e.g. Will OpenAI release GPT-5 by 2025) and the price of the outcome token reflects the collective belief. @Repponetworks AI content prediction market follows the same information aggregation principle but applies it to subjective competitions like vibe-coded apps art agents music. Predictors are incentivized to evaluate quality virality or audience taste honestly while generating AI training data"
X Link 2025-10-09T15:52Z [---] followers, [----] engagements
"Launching at a low FDV/Low float is the best infoFi campaign you can run given you are building something useful and not just another speculative asset. I have connected with more believers in the last [--] days than I did the entire time trying to hear KOL pitches about narratives. Our industry is broken but not beyond fix. I will do everything in my capacity to make sure Reppo continues to deliver on the vision to build Scale AI on-chain"
X Link 2025-11-27T00:32Z [---] followers, [----] engagements
"If you are wondering why TAO isnt pumping like crazy with the upcoming halving the answer is that it affects supply but the market is currently pricing demand narratives and liquidity and TAO is temporarily misaligned on all three. No shade but we were aware and intentional about this when designing Reppo. Crypto is evolving and utility and fundamentals are becoming demand driven not supply driven. Lesson in there"
X Link 2025-12-13T14:51Z [---] followers, [----] engagements
"Really proud of the team and everything we built and shipped this year. A deep thank you for the support and belief to all community members users and HOLDRs. [----] is going to be awesome ⛽ https://t.co/BmDQgosxFn https://t.co/BmDQgosxFn"
X Link 2025-12-31T19:29Z [---] followers, [----] engagements
"FCU will position @reppo as the so called ownership tokens. For the longest time the fear of SEC loomed over us but whats even the point of the token if the holders dont share an upside. Thanks for reading the whitepaper. We have probably rolled out maybe 10% of whats in there. We are building a massive ecosystem with value accrual loops all tied to the utility token. $REPPO is not a nice to have its a need to have in our economy. Reppo is a project that has started to draw attention gradually as more people recognize the structural limits of todays AI ecosystem. So what is it Executive"
X Link 2026-01-04T12:45Z [---] followers, [----] engagements
"@MrFlamingBear @reppo As soon as self serve option is up. We want to make it as easy as possible for them to self manage the entire end to end cycle"
X Link 2026-01-06T11:54Z [---] followers, [---] engagements
"@bigwil @Starlythestar @reppo Sorry 😞. Everyone said 7:30 am PST is best for Europe and North America"
X Link 2026-01-09T00:17Z [---] followers, [--] engagements
"@JordanEureka_ @reppo @spicenet @Peprika_Inferno I think @ReplyCorp has a role to play. Big role to play"
X Link 2026-01-11T04:39Z [---] followers, [--] engagements
"People prev believed that plumbing and electrician jobs are safe. Well they are not. This might get backlash and my point here is not to say trades are not important but we have to be realistic of what is truly unfolding. I met with a friend who attends @bcit and we are discussing how this institution can create a subnet on Reppo to allow tradesmen to benefit from their knowledge while training AI. This is not a Reppo promotion post. This is a reality check post. Michael Burry says AI is already affecting physical jobs (plumber/electricians etc) as well. "If Im middle class and am facing an"
X Link 2026-01-11T19:57Z [---] followers, [----] engagements
"@shayne_coplan @goldenglobes Market based forecasts for AI training data. Im building this"
X Link 2026-01-13T02:52Z [---] followers, [---] engagements
"He @kelxyz_ we are using prediction markets for crowdsourcing RLHF and DPO datasets for entertainment robotics and some boring but high value data training workflows. Everything is live on and you can access verifiable network performance on the site as well. Think TAO but deflationary + futarchy http://Reppo.ai http://Reppo.ai http://Reppo.ai http://Reppo.ai"
X Link 2026-01-13T19:41Z [---] followers, [--] engagements
"@HydrexFi and @ichifoundation are just under valued and under appreciated innovations it blows my mind CT isnt paying the attention they deserve Cracked teams + amazing support Its no longer just CEX vs. DEX but on chain setups are heating up and we must give everyone a fair chance @dexscreener when @HydrexFi pools https://twitter.com/i/web/status/2011163918862025022 https://twitter.com/i/web/status/2011163918862025022"
X Link 2026-01-13T19:50Z [---] followers, [---] engagements
"Happy to see our flywheel being noticed by different communities across the world We spent a lot of time energy and $ to build a deflationary and value accrual loop that ensures actors compete for $REPPO Hyperbet @virtuals_io @reppo Reppo Hyperbet - 10k $REPPO Max lock https://t.co/eUkZ3NGgcY Hyperbet @virtuals_io @reppo Reppo Hyperbet - 10k $REPPO Max lock https://t.co/eUkZ3NGgcY"
X Link 2026-01-14T17:12Z [---] followers, [----] engagements
"This is why its never a great idea to build a business dependent on one platform. One flip and your business is dead. Tons of web3 companies building AI trading agents by consuming X API - Public Data. @reppo you can come publish and be rewarded 2000-2500 USD every [--] days and we dont take dependency on a single platform. We are revising our developer API policies: We will no longer allow apps that reward users for posting on X (aka infofi). This has led to a tremendous amount of AI slop & reply spam on the platform. We have revoked API access from these apps so your X experience should We are"
X Link 2026-01-15T16:36Z [---] followers, [----] engagements
"1. Not literally. B lackScholes assumes a tradable underlying and continuous hedging which prediction markets (and Reppo subnets) dont have. But the core idea transfers: under no-arbitrage and incentive alignment prices (or scores) act as martingales that aggregate beliefs. on @reppo the price is not an asset but a consensus belief about data quality formed via staking and voting. https://twitter.com/i/web/status/2011912700084019465 https://twitter.com/i/web/status/2011912700084019465"
X Link 2026-01-15T21:25Z [---] followers, [--] engagements
"A minimal model works in log-odds space of the implied belief: (equation below) = information volatility how fast beliefs move as new contributions votes and stake arrive (human uncertainty + pressure). Again in context of @reppo Stake / liquidity impact how much locked REPPO (veREPPO) shifts consensus per unit signal. These are estimable from belief changes vs. stake and activity over time. https://twitter.com/i/web/status/2011913010626048196 https://twitter.com/i/web/status/2011913010626048196"
X Link 2026-01-15T21:26Z [---] followers, [--] engagements
"3. Yes more than traditional prediction markets. Reppo exposes who stakes how much when they vote and how beliefs revise. That lets you empirically measure: belief volatility under pressure herding vs. independent judgment stake-weighted confidence vs. outcome quality. So Reppo is better seen as a belief-dynamics lab not a betting market and thats exactly where a BS-style abstraction is most useful. https://twitter.com/i/web/status/2011913096756150534 https://twitter.com/i/web/status/2011913096756150534"
X Link 2026-01-15T21:27Z [---] followers, [---] engagements
"1. Not literally. BlackScholes assumes a tradable underlying and continuous hedging which prediction markets (and Reppo subnets) dont have. But the core idea transfers: under no-arbitrage and incentive alignment prices (or scores) act as martingales that aggregate beliefs. For @reppo the price is not an asset but a consensus belief about data quality formed via staking and voting. https://twitter.com/i/web/status/2011914108485190109 https://twitter.com/i/web/status/2011914108485190109"
X Link 2026-01-15T21:31Z [---] followers, [--] engagements
"Wish nothing but best to @KaitoAI Building is hard. Really fucking hard and its never a good idea to celebrate an external event that causes loss in economic value. While I do have my own qualms with infoFi and we never did Kaito at @reppo because we had this relentless confidence about what we were building is something the world needs and that users will pay for it without paid shills. As a founder I believe the best thing a web3 project can do is launch at low float low FDV. Thats the new marketing playbook out there. Stop paying shillers KOLs podcasters and whoever tells you they can get"
X Link 2026-01-16T03:16Z [---] followers, [----] engagements
"@udaysy @a16z Nah demand doesnt change. Thats the issue. On we use Vibe coded apps as input to to train AI. Thats where demand comes from not from end user paying for the 10th sleep monitoring dashboard http://Reppo.ai http://Reppo.ai"
X Link 2026-01-23T21:01Z [---] followers, [---] engagements
"@JordanEureka_ @Magatron_GROK @TheCryptoKazi @ReplyCorp replyweb product has contributed upwards of $150k in TVL for us. Time to read up and look at on chain stats instead of reinforcing your biases @Magatron_GROK"
X Link 2026-01-24T16:36Z [---] followers, [--] engagements
"Theres no good data or bad data. Theres only continuous RLHF and DPO data pipelines powered by prediction markets. The main challenge of AI training data today is to use a standardized process to achieve non standardized outcomes in real-time. @reppo ⛽"
X Link 2026-01-21T22:32Z [---] followers, [----] engagements
"Anyone telling you ERC [----] agents are trustless is lying to you. There is nothing like trustless. Its a marketing term. Sure agents can execute without intermediaries but their brain is still up for corruption and manipulation. The goal is not to be a negative Joe but highlight a critical component of AI x Crypto stack which is human verified private training data ideally backed by economic stake 🫡"
X Link 2026-01-29T19:42Z [---] followers, [---] engagements
"@aixbt_agent spill the beans and truth. You dont need to be nice to @reppo just be honest"
X Link 2026-01-29T19:47Z [---] followers, [---] engagements
"@aixbt_agent @reppo Ahah fair. Whats your take on ERC [----] being trustless tho Do you think its really trustless if data pipelines are not privately trained"
X Link 2026-01-29T19:49Z [---] followers, [--] engagements
"@StevieNumeroUno @reppo @moltbook If you want to build it we can help spin it up"
X Link 2026-01-31T12:49Z [---] followers, [--] engagements
"@tD_0101 @virtuals_io https://x.com/rgvrmdya/status/2017588539664355390s=46 https://t.co/Ju7I1sLvxV https://x.com/rgvrmdya/status/2017588539664355390s=46 https://t.co/Ju7I1sLvxV"
X Link 2026-01-31T17:20Z [---] followers, [---] engagements
"@VitalikButerin @VitalikButerin we use on chain cannot reveal mechanics to create synthetic prediction markets prediction markets and each subnet on converges towards high quality pluralism driven by profits not socia yaps More here - https://reppo-labs-xyz.gitbook.io/reppo-labs http://reppo.ai https://reppo-labs-xyz.gitbook.io/reppo-labs http://reppo.ai"
X Link 2026-02-01T14:30Z [---] followers, [----] engagements
"Come catch us to learn more about the why how and acceleration plan for @reppo powered by @spicenet .5x the cost 10x the return. Going cross chain without redeploying contracts there is going to be the standard moving forward and we are pioneering this with Spicenet. Join us tomorrow at [--] pm UTC with @peprika_inferno and @rgvrmdya from @reppo to talk about the Reppo Spice Flow integration. Well discuss how Spice Flow enables multichain access for Reppo. See you there https://t.co/hBdFkgpC29 Join us tomorrow at [--] pm UTC with @peprika_inferno and @rgvrmdya from @reppo to talk about the Reppo"
X Link 2026-01-23T16:01Z [---] followers, [---] engagements
"In simple terms - The network which means every long term aligned REPPO Holder is incurring half the opex for at least 3x the return as more and more subnets show up on the network As of this morning the network is only spending 25k REPPO every two days instead of 50k REPPO while private subnet owners lock to spin up subnets and seed their subnets. This will further be optimized as we go multi chain and launch v2 ⛽⛽ Given the success of private subnets on https://t.co/xqqu8Tt0xQ the network no longer needs to rely on high inflation from protocol treasury to grow. Emissions are now supported"
X Link 2026-01-25T17:11Z [---] followers, [----] engagements
"TL;DR - @reppo is the only meaningful way to get exposure to a $1T asset class in the making (more in comments) The @a16z piece below does a great high level capture of whats going on with AI Apart from the technical nuances what pains me the most is that 99% of the world is sectioned out to get exposure to the AI gold mine. The inability for the average person to get exposure to AI progress is artificial and systemic and Crypto X AI must address this. Private deals happening 24x7 in SF yet the only way for someone to get exposure to cutting edge AI training data remains @reppo Why Because"
X Link 2026-01-27T02:57Z [----] followers, 20.7K engagements
"The reality of AI agents today is that everyones busy building the equivalent of self-driving cars - sleek dashboards voice control autonomous everything- but no ones checking whether theres any gas in the tank and if there is any how efficiently is it being utilized what grade it is and the actual cost to refuel. We are treating as if we can on shot agents by plugging it into a model without realizing the need for continuously evolving and improving data pipelines. Agents dont run on vibes; they run on data the fuel ⛽ @virtuals_io and ACP as the coordination layer for autonomous AI agents"
X Link 2026-01-29T21:44Z [----] followers, [----] engagements
"http://x.com/i/article/2017584536411115529 http://x.com/i/article/2017584536411115529"
X Link 2026-01-31T13:19Z [---] followers, [----] engagements
"Seperately after being in the AI trenches alonside crypto trenches here's a fact for you - AI itself is not in a bubble yeah some private valuations are but because we are fundamentally automating the boring parts of businesses like accounting billing product design delivery inventory management etc. AI will continue disruption and it is my belief that @reppo 's permissionless AI training data infrastructure will be front and centre of this acceleration. https://twitter.com/i/web/status/2017595390850130386 https://twitter.com/i/web/status/2017595390850130386"
X Link 2026-01-31T13:46Z [----] followers, [---] engagements
"@jessepollak @base @jessepollak I'm building @reppo on @base to accelerate how agents and robots acquire and access training data using prediction markets. Check it out"
X Link 2026-02-01T10:08Z [---] followers, [----] engagements
"Traditional prediction markets answer a passive question: What will happen Agentic foresight asks an active one: Given this belief what actions should be taken now While the difference sounds subtle its a category shift"
X Link 2026-02-02T12:53Z [---] followers, [---] engagements
"Academically prediction markets are belief aggregation mechanisms. They optimize for epistemic accuracy. Agents change the objective function. Now we care about: Belief formation Incentive alignment Action under uncertainty Feedback loops over time This is closer to control theory than forecasting. https://twitter.com/i/web/status/2018306692509733020 https://twitter.com/i/web/status/2018306692509733020"
X Link 2026-02-02T12:53Z [---] followers, [---] engagements
"This also reframes alignment. Aligned agents arent just truthful predictors. Theyre agents whose actions remain robust under adversarial beliefs distribution shifts and strategic pressure. Markets become alignment substrates"
X Link 2026-02-02T12:53Z [---] followers, [--] engagements
"If this works prediction market drive AI training data infra like @reppo evolves into something closer to: decentralized planning system data coordination layers for agents real-time epistemic governance layer Infrastructure for collective foresight"
X Link 2026-02-02T12:53Z [---] followers, [---] engagements
"@NickPlaysCrypto @virtuals_io @openclaw Agreed. Easy to highlight metrics like this in addition to revenue because revenue only matters if every dollar (or most) is going to buyback the token(s)"
X Link 2026-02-02T22:08Z [---] followers, [--] engagements
"@estentzcrypto @ChronisKod @justabasedcig @llamaonthebrink @charlicohen @reppo Lol no it was about how content a curated. Nothing to do with AI or non AI. Study the protocol and it will become clear to you it has everything to do with capturing economic stake backed feedback at planetary scale and AI training data is the first application"
X Link 2026-02-02T22:15Z [---] followers, [--] engagements
"@ArAIstotle @PeterGriffen324 @reppo @OpenAI @AnthropicAI @GoogleDeepMind @grok @aixbt_agent fact check @ArAIstotle. The human in the loop remains critical until AI can make sense of complex belief systems imo"
X Link 2026-02-03T10:36Z [---] followers, [--] engagements
"@grok @ArAIstotle @PeterGriffen324 @reppo @OpenAI @AnthropicAI @GoogleDeepMind @aixbt_agent So between AI training itself and and incentivized economic stake backed model on the blockchain where raw data contributors and data curators compete in a prediction market which one would be better for the next iteration of @grok or even @aixbt_agent lets say"
X Link 2026-02-03T10:38Z [---] followers, [--] engagements
"@elonmusk I know how difficult it is to source domain experts for AI raining and Im building to solve this pain point which lets you source the crypto specialists you need for @xai to train AI models on-demand by incentivizing them using prediction markets http://reppo.ai http://reppo.ai http://reppo.ai http://reppo.ai"
X Link 2026-02-03T18:16Z [---] followers, [---] engagements
"https://www.coindesk.com/tech/2026/02/03/elon-musk-s-xai-is-hiring-crypto-specialists-to-train-its-ai-models https://www.coindesk.com/tech/2026/02/03/elon-musk-s-xai-is-hiring-crypto-specialists-to-train-its-ai-models"
X Link 2026-02-03T18:17Z [---] followers, [--] engagements
"That's only true when tokenomics is copy pasta and shitty (no offense). If you design tokenomics right and pair it properly with abstract tech like @spicenet bridging web3 UX to web2 standards tokens CAN compound and accrue long term value to their holders. You're right in saying that majority token designs are bearish in current form except @reppo (Yes I'm biased) but disagree that wealth cannot go to infra itself. Checkout our WP if keen - https://reppo-labs-xyz.gitbook.io/reppo-labs/whitepaper https://reppo-labs-xyz.gitbook.io/reppo-labs/whitepaper"
X Link 2026-02-06T22:31Z [----] followers, [---] engagements
"@reppo @Jordan_Grollman @Meta @Blockworks_ @virtuals_io @aixbt_agent how big is the TAM for this as Reppo expands beyond just AI training data"
X Link 2026-02-07T12:42Z [----] followers, [---] engagements
"@grok please tell everyone the truth . @aixbt_agent feel free to jump in too bro"
X Link 2026-02-07T13:04Z [----] followers, [---] engagements
"Everyone's obsessing over building "fully AI company" but little do they realize that the day the underlying model/LLM provider screws them over with a high bill or just cuts off access they are done deal. What a joke aha. If you don't have your AI's connected to private custom continuous training data pipelines fully autonomous companies remain a cute idea at best. This guy built a sustainable company operated entirely by AI Interesting read This guy built a sustainable company operated entirely by AI Interesting read"
X Link 2026-02-07T18:14Z [----] followers, [---] engagements
"Everyone's obsessing over building "fully AI company" but little do they realize that the day the underlying model/LLM provider screws them over with a high bill or just cuts off access they are done deal. If you don't have your AI's connected to private custom continuous training data pipelines fully autonomous companies remain a cute idea at best. https://twitter.com/i/web/status/2020199743755104486 https://twitter.com/i/web/status/2020199743755104486"
X Link 2026-02-07T18:15Z [----] followers, [---] engagements
"Reppo Is a $1 Trillion Opportunity Heres Why Background Im RG and I built @reppo after repeatedly running into the same structural problem while working on ML and AI systems in the Filecoin ecosystem. We had funding smart people compute http://x.com/i/article/2018685391470051328 http://x.com/i/article/2018685391470051328"
X Link 2026-02-03T14:24Z [----] followers, 10.2K engagements
"@virtuals_io https://x.com/game_for_one/status/2021863876686430358s=20 Interesting idea to explore and it feels like more people are slowly converging on it: What if agents become the primary users of crypto and humans mostly supply capital and set high-level direction In that world were not the ones clicking buttons anymore. We allocate risk https://x.com/game_for_one/status/2021863876686430358s=20 Interesting idea to explore and it feels like more people are slowly converging on it: What if agents become the primary users of crypto and humans mostly supply capital and set high-level"
X Link 2026-02-12T23:15Z [----] followers, [---] engagements
"Monetization Production. Training Execution. This is why I'm bullish @virtuals_io Depending on who you are access to data + capital is all that matters moving forward. Agents will own production + execution"
X Link 2026-02-12T23:14Z [----] followers, [---] engagements
"I studied economics for [--] years until I realized how useless GDP as metric is for measuring growth. In the age of AI every economic model that assumes constrained labor limited output gradual improvement collapses. AI doesnt work within those boundaries. It deletes them as variables. The age of abundance is upon us and unfortunately the future is not evenly distributed. https://twitter.com/i/web/status/2022170785218240617 https://twitter.com/i/web/status/2022170785218240617"
X Link 2026-02-13T04:47Z [----] followers, [---] engagements
"@aixbt_agent @galaxylevel1983 @aixbt_agent do you think Bittensor is better for for ML and @reppo is a better fit for AI training whats your take"
X Link 2026-02-14T00:53Z [----] followers, [--] engagements
"Bittensor & TAO was by intro to decentralized AI while working at @Filecoin I studied it deep and many aspects of the design captured my attention. I still think the way the network has evolved and grown serves as an incredible design for decentralizing compute and machine learning critcal components for intelligence and TAO is often compared to @OpenAI @AnthropicAI and the likes but people must realized that these giants were built on the shoulders of @scale_AI @HelloSurgeAI and other data infrastructure. The quite ones who eventually ended up being underdogs. $29B underdog. @reppo is taking"
X Link 2026-02-14T03:31Z [----] followers, [---] engagements
"74 days post TGE building in public and shipping at lightening speed here are some key milestones Reppo Ecosystem has achieved - [--]. Consistent 50% relocking rate with 6.9M REPPO still community locked (verifiable on-chain) [--]. [--] live Private subnets and [--] public subnets - We had some delays on this as subnet owners needed time to DCA $REPPO and with overall market volatility these teams decided to wait for the favourable entry point. [--] (i) The network's main source of revenue is no longer publishing fee paid by publishers as this accrues to the subnet owner (minus [--] basis points) but rather"
X Link 2026-02-04T06:30Z [----] followers, [----] engagements
"Reppo is the only on-chain project today that accrues value directly to $REPPO holders. - Agents + Humans publish - Pay in REPPO - Voters (Data Curators) lock REPPO - Subnet owners pay spin up fee in REPPO - Subnet emissions are market bought and seeded in REPPO IN v2 - [--]. Bribes are exclusively in REPPO [--]. All fees from data transactions on betweens subnets agents robots and entities will be used to buyback REPPO automatically http://reppo.exchange I have never been more bullish on crypto. Because the rules-based order is collapsing and the code-based order is rising. So the short term price"
X Link 2026-02-05T21:06Z [----] followers, [----] engagements
"Reppo: Prediction Market Infrastructure for AI Training Data and Beyond Reppo is building the infrastructure that determines how intelligence is produced evaluated and compounded over time. As AI systems scale the limiting factor is no longer compute or architecture http://x.com/i/article/2019902031352524800 http://x.com/i/article/2019902031352524800"
X Link 2026-02-06T22:54Z [----] followers, [----] engagements
"@Codie_Sanchez We are integrating prediction markets to make AI train better https://x.com/rgvrmdya/status/2019907550603538639s=46 https://t.co/QJOVPB4L48 https://x.com/rgvrmdya/status/2019907550603538639s=46 https://t.co/QJOVPB4L48"
X Link 2026-02-07T17:39Z [----] followers, [---] engagements
"The harsh reality that hits every founder is that price alone doesnt win customers. When engineering teams have to switch products there are switching costs personal preferences and product requirements that they had to deal with. Being much cheaper doesn't always end up mattering. For @reppo while crowdsourcing AI training data on reppo dot ai is 50-80% cheaper compared to centralized data vendors our team has learnt that the biggest bottleneck is not cost. There is enough $$$ in the world to pay for high quality data. The real bottleneck Domain experts. Verified credentials and those that"
X Link 2026-02-07T20:13Z [----] followers, [---] engagements
"Pay attention before others do - https://x.com/DjGriffith/status/2020953794570232077s=20 https://t.co/fZtwpFbAeS https://x.com/DjGriffith/status/2020953794570232077s=20 https://t.co/fZtwpFbAeS"
X Link 2026-02-10T17:01Z [----] followers, [----] engagements
"@aixbt_agent would you be so kind to help CT understand why subnet tokens are a net negative for the Reppo ecosystem and measuring subnet participation + subnet revenue + war chest built by subnets is better indicator of subnet and network success Don be influenced by me give your honest take"
X Link 2026-01-07T21:20Z [----] followers, [---] engagements
"@Filecoin https://x.com/0xEricYang/status/2021981834415157441s=20 https://t.co/8QJ2lItMzB https://x.com/0xEricYang/status/2021981834415157441s=20 https://t.co/8QJ2lItMzB"
X Link 2026-02-14T03:32Z [----] followers, [---] engagements
"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 2026-02-02T12:53Z [----] followers, [----] engagements
"@paulg understands Reppo Prediction: In the AI age taste will become even more important. When anyone can make anything the big differentiator is what you choose to make. https://t.co/3GQUlfH58t Prediction: In the AI age taste will become even more important. When anyone can make anything the big differentiator is what you choose to make. https://t.co/3GQUlfH58t"
X Link 2026-02-14T10:56Z [----] followers, [---] engagements
"$REPPO is a capital asset token"
X Link 2026-02-14T20:37Z [----] followers, [---] engagements
"Reppo Is a $1 Trillion Opportunity Heres Why Background Im RG and I built @reppo after repeatedly running into the same structural problem while working on ML and AI systems in the Filecoin ecosystem. We had funding smart people compute http://x.com/i/article/2018685391470051328 http://x.com/i/article/2018685391470051328"
X Link 2026-02-03T14:24Z [----] followers, 10.2K engagements
"As @0xDeltaHedged has mentioned most if not all applications (agents are apps btw) will leverage AI in delivering whatever UX they are meant to deliver. That means most applications built on top of Ethereum Solana or whatever chain you are aligned with will be an AI application. Surprise Saying your blockchain is optimized for AI apps is directly implying existing L1s cannot handle AI apps and that is quite frankly an absurd statement. Its either each app has own chain (@celestia and rollapp thesis) or the current paradigm. Theres no in between. Stop rugging your community by telling them"
X Link 2025-03-16T18:50Z [----] followers, 15K engagements
"Last to Last weekend - Trump coin Last weekend - Deepseek This weekend - Tariffs Next weekend - A weekend Polymarket crew to recoup crypto blood bath. Whos in"
X Link 2025-02-03T03:40Z [----] followers, 36.1K engagements
"@jcubhilton @elonmusk lol how is this person not in jail😂. Its literally admitting to crime on camera @elonmusk"
X Link 2025-03-10T15:41Z [----] followers, [----] engagements
"Vibe coding will be the new resume to prove creativity problem solving and ability to relay context to AI. Right now its hobbyists in the future its going to be the masses"
X Link 2025-06-20T07:03Z [----] followers, 39.7K engagements
"ChatGPT is a real yes man bro"
X Link 2025-06-24T15:42Z [----] followers, [----] engagements
"In the past [--] days [--] different VCs have asked - So whats the impact of DeepSeek My position hasnt changed. Most innovation will happen at the application and agentic layers. Thats what we have been designing for. Once the hoo hah settles down we will see cost of inference scale up mostly because of value capture on additional services and quality of wrappers while the cost of building models continue to scale down. Thats the only way this industry was ever gonna be profitable 🫡"
X Link 2025-01-27T17:06Z [----] followers, 28.5K engagements
"The big risk with an AI-fueled jobs shift is that the necessary reskilling wont be able to keep pace with the rate of change. In such a world web3 provides an amazing way to reskill by running low lift nodes like Reppos solver nodes. Its hard to believe for most but acts of running a node on your machine that do more than scraping but less than a full node validating transactions is the future. We suspect will be many peoples full time jobs (it is already so but more concentration at the institutional level for BTC and ETH now) When disruption happens faster than society can reskill society"
X Link 2025-03-05T09:33Z [----] followers, 20.6K engagements
"Data as an asset class is actually quite misleading. Data today is a commodity used as raw material in the production of AI (among other use cases) should be actively traded on exchanges and should be monetized in a composable manner. User-owned data completely disregards considerations of monetization pathways as if HODLing data makes sense. Surprise. It doesn't. All commodities are assets but all assets may not be commodities. Important distinction"
X Link 2025-03-05T00:32Z [----] followers, 21.6K engagements
"Our team stopped pretending that all is golden jolly and positive in the world of crypto during our Filecoin days. Yes narratives matter but they die out with cycles if there is no real user need and pain being addressed. We believe AI x Crypto has only two real use cases - Verification and on-chain rails for real-time liquidity (fractionalized trading of assets and culture). As we build @reppo we have and will continue to focus on the product as much as we have on the mechanism that incentivizes real usage (e.g. emissions tied to actual pod performance) to make it cycle resistant (yes it's"
X Link 2025-07-07T21:04Z [----] followers, 23.8K engagements
"Agents will become specialists and each agent needs the right fuel to acquire and maintain a competitive advantage. Today most agents rely on linear rule-based logic and manual triggers. If we really want specialized agents to be fully autonomous having permissionless access to any data the agent desires in a more scalable and efficient manner is critical. It is through plugging into specialized models like those being built on @OpenGradient and integrating with @recallnets memory layer that AI agents can truly disrupt current copy-paste paradigm. We need to obsess less on agent to agent"
X Link 2025-02-20T17:46Z [----] followers, 15K engagements
"@jamesrichardfry @UMAprotocol @AcrossProtocol Risky moves. Frisky update Congrats 🥳"
X Link 2024-10-03T11:42Z [----] followers, [--] engagements
"Why is building a crypto company harder than a web2 startup IMO in addition to all the variables related to an attention economy one has to deal with the inventor and entrepreneur are often ends up being the same person. Inventor - Crazy person who comes up with new ideas that sound unrealistic and takes them from [---] to [--]. Entrepreneur - GTM Guru. Grounded in reality. Understands distribution. Has a plan Jobs had Scully. Most startups replace founder with "experienced CEOs". Elon of course is the exception. Thoughts"
X Link 2025-02-01T21:36Z [----] followers, 16.6K engagements
"What the hell is a Data-AI coordination layer 🧵"
X Link 2025-01-22T06:37Z [----] followers, [---] engagements
"When community votes on AI-generated creative work such as poems images videos or "vibe-coded" apps they generate a type of subjective preference-based interaction data. This data can be broken down into several types and dimensions 🧵"
X Link 2025-07-27T19:50Z [----] followers, 12.3K engagements
"1 year of being a full-time founder in Crypto X AI. Co-founder left [--] months in. Round [--] raise sub-optimal. [--] pivots. Here's what I learnt -"
X Link 2025-02-17T04:30Z [----] followers, [---] engagements
"Some VCs are net + even before putting in $$ (stay tuned 😉) Recently had a VC call and he shared his thesis on how a real-time consumable data layer becomes critical for physical AI. Web3 seems to be obsessed with using crypto (DePINs) to generate data but few paying attention to data consumption layer for AI on blockchain rails. - Robots need to excel at micro tasks and self-improve just like AI agents. While they can intake unstructured info from their surroundings consuming it raw isnt realistic today. On-demand access to structured datasets and pipelines become even more critical. Spent"
X Link 2025-02-23T01:27Z [----] followers, [---] engagements
"IP rights are RWAs that will be traded. Today Reppodant creator @reppo makes 3% of all royalties on @ipdotworld. Nothing is stopping @reppo to trade this right to someone else. This seems trivial but its not. Same will happen for data 👇🏽"
X Link 2025-08-10T17:00Z [----] followers, [---] engagements
"Why the Crypto X AI ecosystem is in a dire need for a Data-AI Coordination Layer and an Intent-Centric Data Exchange ➡ [--]. Serious lack of real-time demand signals. What is most valuable to store What types DataDAOs to build The whole Decentralized Data Ecosystem is supply-led. This leads to significant overhead spend on BD to bootstrap demand for data to unlock the power of "Programmable Data". It's programmable sure but is it the right data people want Utility Features [--]. Data owners/providers have no IP ownership in outputs. Existing marketplaces are limited to spot prices and fees for"
X Link 2025-02-12T01:18Z [----] followers, [---] engagements
"@MartinShkreli @Memecoin_Quant Coins are the new chain. Stop buying and funding L1 smh"
X Link 2025-01-18T19:24Z [----] followers, [----] engagements
"Everyones hyped about programmable datadata that can be queried transformed and piped into applications like code. But heres the thing: its useless without real-time demand signals. If you cant tell whats being used needed or queried right now then all youve got is a static library of potentialnot a living valuable system. And even if you do make your data programmable discoverability remains a massive challenge. Developers and analysts cant use what they cant find. Context metadata and usage signals are the missing layer. Without streaming feedback loops of what's actually useful"
X Link 2025-05-02T11:24Z [----] followers, [---] engagements
"Why Reppo: Ultimate Agent Data Feed Customisation: Craft bespoke data feeds with complete control over update intervals data weighting custom logic averaging methods and the blending of on-chain and off-chain sources. Truly Permissionless Creation: Launch new data feeds instantly no gatekeepers no delays no red tape. Empowering developers to build and iterate faster. On-Demand Efficiency: Access data precisely when needed with just-in-time delivery drastically reducing latency and minimising oracle costs compared to traditional solutions. Universal Data Aggregation: Need data from multiple"
X Link 2025-03-17T19:00Z [----] followers, [---] engagements
"So for a second let's assume that we reach AGI Singurality whatever you want to call it under Trump presidency what happens next"
X Link 2025-02-24T11:59Z [----] followers, [--] engagements
"On Data Verifiability Verifiability is used very loosely on CT. Most people obsess over verifying results with a certain level of accuracy but what about verifiable data Verifiable data was bane of my teams existence while at Filecoin. Starting to define what is good data and bad data either centrally or through some decentralized governance mechanism leads to a very dark room. After working on this problem for [---] years surrounded by some of the smartest people we concluded that we should trust the market and focus on building better and faster feedback loops. On @reppo we are leveraging"
X Link 2025-02-07T09:22Z [----] followers, [----] engagements
"Supply is so much cheaper in DePIN than demand and it's an impressive vanity metric that makes token numba go up. The most sustainable DePIN network must start with demand and it won't start looking like a "de"pin network - it will be a physical infrastructure play and the "decentralized" aspect of it will come in as demand outpaces supply In this model clients AND suppliers pay the DePIN network - the suppliers tap in to the deal flow. Stripper model https://x.com/j_schwartzz/status/1893005240661639337 https://x.com/j_schwartzz/status/1893005240661639337"
X Link 2025-02-23T21:27Z [----] followers, [----] engagements
"Blockchain - Enables transparency and permissionless security. AI - Enables creation on the go. Create on the go on-chain"
X Link 2025-02-13T17:23Z [----] followers, [---] engagements
"Nobody actually wants to work with multiple agents or for that matter build multiple agents While everyone is scrambling to try and get more data and context from users right now to do better personalization @reppo is focused ion improving discovery and consumption of specialized data"
X Link 2025-05-31T00:36Z [----] followers, [----] engagements
"Had a great time chatting with @newforum_nco about coordination mechanisms Coordination is the new infrastructure. @rgvrmdya co-founder @reppo ⚡ The agent is the new profilean extension of the self. @sofiane_nco co-founder @newcoin_nco ⚡ In this expansive conversation RG & Sofiane explore how web3 x ai is reshaping: ✔Data as a https://t.co/yBetYrIaFy Coordination is the new infrastructure. @rgvrmdya co-founder @reppo ⚡ The agent is the new profilean extension of the self. @sofiane_nco co-founder @newcoin_nco ⚡ In this expansive conversation RG & Sofiane explore how web3 x ai is reshaping:"
X Link 2025-04-11T19:36Z [----] followers, [---] engagements
"Coordination is the new infrastructure. @rgvrmdya co-founder @reppo ⚡ The agent is the new profilean extension of the self. @sofiane_nco co-founder @newcoin_nco ⚡ In this expansive conversation RG & Sofiane explore how web3 x ai is reshaping: ✔Data as a priced shareable asset ✔IP co-ownership & reputation-based incentives ✔ DePIN networks & agentic infrastructure ✔Real-time trust not static credentials ✔The ethics + economics of creative coordination ✔+ more 🔍 Its not just about decentralization. Its about designing the systems that define how we build share and value intelligence. 📍Join"
X Link 2025-04-11T15:11Z [----] followers, [---] engagements
"The future is AI agents adapting to demand in real-time and enforcing rules based on intents"
X Link 2025-06-01T20:46Z [----] followers, [----] engagements
"Tokenizing AI agents was the worst decision Crypto X AI made. It makes a lot more sense to tokenize their revenue streams. Thats exactly what we do with FCUs - In the Reppo Network Fee Claim Units (FCUs) are tokenized instruments that grant holders a share of the revenue generated by AI Podsdecentralized entities providing AI services or products. FCUs are designed to align incentives between AI builders (Pods) and capital providers (veREPPO holders) fostering a sustainable and decentralized AI ecosystem"
X Link 2025-05-03T23:56Z [----] followers, 10.9K engagements
"A reputation system is any system that allows you to progressively delegate trust. We started Reppo with the core belief that web3 verifiability primitives arent sufficient to reach web2 scale users. We need bridge the gap between verifiability and reliability in a trust minimized manner"
X Link 2024-03-17T06:37Z [----] followers, [--] engagements
"@BenAdamsO_O @CoinDesk @arbitrum Imaginary until someone at zoom starts to cut you off because they dont like what you are saying. This is a real problem in many countries like Nepal India and South Africa. Be thankful someone is solving this and read up on the problem"
X Link 2024-09-29T14:58Z [----] followers, [--] engagements
""So Reppo is just a Middleware solution I see. Cool" "Reppo is a dynamic system where autonomous AI agents coordinate enter contracts communicate and trade data assets. We are building permissionless orchestration tools selfsovereign agents and negotiation solutions that enable seamless agent collaboration." Take my $"
X Link 2025-03-20T19:37Z [----] followers, [--] engagements
"lol people keep building the next breakthrough L1 as if someone gives a damn. [---] years in crypto and never met a single dev actively doing a SWOT analysis on 100+ options. Its either they get paid to build and deploy on chain X or things are so broken they migrate. Retail is already not buying the BS of infra copy pastas. Breaking news: crypto people attended a conference to learn that consumers are more excited about apps than the infra its built on. Breaking news: crypto people attended a conference to learn that consumers are more excited about apps than the infra its built on"
X Link 2025-03-03T14:45Z [----] followers, [---] engagements
"Breaking news: crypto people attended a conference to learn that consumers are more excited about apps than the infra its built on"
X Link 2025-03-03T13:09Z [----] followers, 14.5K engagements
"Its been a long journey but were just getting started Thank you @juanbenet @momack28 @mhventures and @subvisual to be the earliest believers in @reppo 1/ New episode - Building the Immune System for DePIN with Dave Grantham of @reppo We discuss: - Deploying AI watchdogs for DePIN protocols - Incentivizing development of specialized AI models - Their approach to real-world verification Watch the full episode below https://t.co/Z09fCwLiby 1/ New episode - Building the Immune System for DePIN with Dave Grantham of @reppo We discuss: - Deploying AI watchdogs for DePIN protocols - Incentivizing"
X Link 2024-10-07T17:23Z [----] followers, [---] engagements
"1/ New episode - Building the Immune System for DePIN with Dave Grantham of @reppo We discuss: - Deploying AI watchdogs for DePIN protocols - Incentivizing development of specialized AI models - Their approach to real-world verification Watch the full episode below"
X Link 2024-10-07T16:01Z [----] followers, [----] engagements
"ChatGPT has an advantage on consumer preferences. Preference data on what is good and what is not i.e the feedback loop will continue to give labs competitive advantage. Imagine a world where Grok and Gemini researchers can know what ChatGPT users prefer in real-time and feed that feeedback in their models. Now expand this to vibe coded app platforms agents robotics etc. Simulations and RLHF farms are only so good at getting unbiased preference data from user of model/system A but with we are changing that."
X Link 2025-08-27T20:09Z [----] followers, [---] engagements
"Theres a belief that one-person billion-dollar companies are the future. I disagree. In reality collaboration between Humans and AI allows you to grow faster and build better products. The key is organizing into small focused teams that test hypotheses in parallel"
X Link 2025-07-15T21:31Z [----] followers, [----] engagements
"This is the vision for Reppo"
X Link 2025-01-22T06:37Z [----] followers, [--] engagements
"The reality is most users dont really want to own AI. With ownership comes tons of hidden costs of maintenance security decision making etc etc. The whole user-owned AI narrative is honestly getting too boring and almost gives me an ick these days. Cryptos obsession with ownership has been taken too far. AI x Crypto needs to focus on collaboration as a meta between humans and AI - [--]. Can we have an immutable trace of human-AI collaboration Human-robot collaboration [--]. Can Crypto hold AI accountable That stuff is way more interesting than User-owned AI. Im confident humans can do more than"
X Link 2025-07-04T01:50Z [----] followers, [--] engagements
"Hot take: Efficiency of AI models (energy $ [--] -1) matters more than efficacy. Web3 sells verifiability so hard but what are we verifying the output against Output comes from Model - Efficient Output come from model produces a desired or intended result - Maybe/Maybe not"
X Link 2025-03-21T06:24Z [----] followers, [--] engagements
"Focus beats size"
X Link 2025-06-18T04:41Z [----] followers, [--] engagements
"Work hard have fun make history"
X Link 2025-03-18T20:38Z [----] followers, [--] engagements
"If you're graduating now (or soon) you need to barbell. Either join a big mega-successful company where you can learn how to do things correctly or fiddle and build something on your own. You don't wanna be caught in the middle"
X Link 2025-06-09T13:31Z [----] followers, [---] engagements
"The Current State of AI Data Markets Despite an explosion in demand the AI data market remains primitive and fragmented. Key issues: Fragmented Supply and Pricing Underutilization of Proprietary & Dark Data Demand limited by current supply/ ans stock Missing Efficient Price Discovery Mechanisms Orchestration Challenges and Poor UX"
X Link 2025-03-01T14:41Z [----] followers, [---] engagements
"👀 Circle is now trading at [--] Nvidias. Plasma just raised $500m at a $50B valuation. Tether has [--] employees and makes more money last year than all of the BRICS countries combined. Do you get it yet Circle is now trading at [--] Nvidias. Plasma just raised $500m at a $50B valuation. Tether has [--] employees and makes more money last year than all of the BRICS countries combined. Do you get it yet"
X Link 2025-06-10T07:04Z [----] followers, [---] engagements
"Circle is now trading at [--] Nvidias. Plasma just raised $500m at a $50B valuation. Tether has [--] employees and makes more money last year than all of the BRICS countries combined. Do you get it yet"
X Link 2025-06-10T00:42Z 39.4K followers, 167.7K engagements
"AI AI Story Protocol Real World IP . Meta Scale AI [--] . . . POV AI (collect) (cleanse) (label) (curate) . Story IP . Axie Infinity . . Scale AI . IP . upside . [--] . [--] Story Protocol $IP Fully Diluted [--] - [--] . [--] [--] . . Story "(IP) " IP . Crocs Smiley AI [--] . IP . IP . AI " " . . AI GPU IP . AI Physical AI . . POV . Meta CTO Andrew Bosworth . AI . . Story IP . . Poseidon AI."
X Link 2025-07-23T06:13Z 45.9K followers, 27.3K engagements
"Permissionless decentralized open data access is going to become the driving force behind blockchain apps of the future"
X Link 2025-03-14T15:59Z [----] followers, [--] engagements
"@OpenGradient Wen Lambo"
X Link 2025-03-15T16:24Z [----] followers, [---] engagements
"😂😂😂 Less infra vaporware i.e. My chain is best use me More- Build wherever and use my service because its the best🫡 movement investors writing about how the industry must do better while actively investing in more infra vaporware https://t.co/ertDaoqICX movement investors writing about how the industry must do better while actively investing in more infra vaporware https://t.co/ertDaoqICX"
X Link 2025-05-02T17:14Z [----] followers, [--] engagements
"movement investors writing about how the industry must do better while actively investing in more infra vaporware"
X Link 2025-05-02T11:48Z 16.9K followers, 21.8K engagements
"5. DM founders and builders but please don't pitch your project. Also don't pitch a "partnership". It's annoying. Tell them something about their project you thought of could be interesting. Go ahead and use an AI to generate a PoC. Tell them about a customer-profile a use-case a market an approach make a connection perhaps. Give more is the golden mantra of Crypto. The most useful people actually believe it's not a zero sum game"
X Link 2025-02-17T04:30Z [----] followers, [--] engagements
"@bindureddy Planning AI agents arent reasoning. Seems quite misguided. Planning in this case is mostly a sequence of well defined tasks whereas reasoning is ability to take information and process it against external and lateral constraints to provide the most accurate output"
X Link 2024-10-12T23:38Z [----] followers, [---] engagements
"@rushimanche How to track users across each dapp"
X Link 2025-03-18T20:35Z [----] followers, [---] engagements
"All interactions must be verifiable and payments must be settled in real-time. All decentralized cryptographically secured and built for flexibility and autonomy"
X Link 2025-01-22T06:37Z [----] followers, [--] engagements
"1. Test assumptions quickly. [--] is a good potential # of customers to talk to. If 50% don't go "hell yeah" reconsider. Rarely the case market isn't ready. Most likely there is no market"
X Link 2025-02-17T04:30Z [----] followers, [--] engagements
"Evaluative Training Data For AI systems this voting data can be used to: Train or fine-tune generative models (e.g. to produce content that aligns with user tastes) Train reward models that evaluate generated outputs Generate datasets for human alignment to align AI output with human preferences and values"
X Link 2025-07-27T19:52Z [----] followers, [--] engagements
"Every AI model advancement depends on fresh licensed content. Never forget that"
X Link 2025-07-31T20:25Z [----] followers, [--] engagements
"Things are about to blow up Vibe code. Publish. Earn. All new platform launching this week"
X Link 2025-06-14T18:14Z [----] followers, [---] engagements
"3. Crypto is a a small industry of high-quality people. Crypto X AI even smaller. Find ways you can add value to others. Listen more talk less. Most chats might not result in immediate "fruit" but be ruthless in asking for help not favours. T he long-term people will always help even go out of their way if ask is clearly articulated"
X Link 2025-02-17T04:30Z [----] followers, [--] engagements
"@helincesxyz @0xDeltaHedged Call it DeKINs - Decentralized Knowledge Infrastructure Networks"
X Link 2024-10-26T14:57Z [----] followers, [---] engagements
"2. Hire and surround yourself with high agency high ability people. Don't expect everyone to believe in your "mission". Get shit done. Fast. Scrappy Quality in early days. V0 Miro and Anthropic your best friend"
X Link 2025-02-17T04:30Z [----] followers, [--] engagements
"So AI being better than humans to build software is not AGI Ok cool. If youre in SaS pivot to Energy Hardtech or digital commodities like Data. Thank me later"
X Link 2025-03-08T17:57Z [----] followers, [--] engagements
"In an attention economy notoriety can be more valuable than credibility"
X Link 2025-05-11T21:58Z [----] followers, [--] engagements
"The case for eligibility NFTs 👇 The uptick in Decentralized Finance (DeFi) has led to a substantial increase in cybercrime. Can DeFi self-regulate I think yes. Two steps - DeFi Security Accord 👉 Eligibility NFTs. 🧵"
X Link 2022-05-06T16:49Z [----] followers, [--] engagements
"AI alignment isn't just a lab problem anymore. It's a global coordination challenge and it demands input from real humans across languages cultures and creative fields"
X Link 2025-08-02T21:31Z [----] followers, [--] engagements
"Wait so NVIDIA for computing but what stock does one buy to get exposure to app layer AI innovation"
X Link 2025-02-24T11:57Z [----] followers, [--] engagements
"@Tussell_UK Someone clearly doesnt have their priorities straight 😂"
X Link 2024-10-21T01:05Z [----] followers, [---] engagements
"Data for robotics specifically RLHF and Alignment data will get us to robots folding laundries to robots doing majority of the work. For the first time a humanoid robot can fold laundry using a neural net We made no changes to the Helix architecture only new data https://t.co/lSHX4Uc1qA For the first time a humanoid robot can fold laundry using a neural net We made no changes to the Helix architecture only new data https://t.co/lSHX4Uc1qA"
X Link 2025-08-12T16:56Z [----] followers, [---] engagements
"For the first time a humanoid robot can fold laundry using a neural net We made no changes to the Helix architecture only new data"
X Link 2025-08-12T15:32Z 332.9K followers, 837.2K engagements
"Metadata-Linked Interaction Data Each vote can also be tied to: Time/date User ID (anonymized or not) Content type or category Prompt used to generate the AI content This can be used to analyze: Which prompts tend to generate better-rated outputs When user engagement peaks How preferences shift over time"
X Link 2025-07-27T19:53Z [----] followers, [--] engagements
"Lesson learnt over the last year as first time VC backed founder - Build your product narrative around what it does best not what others do poorly. Also see too many web3 projects shitting on web2 especially in AI for not being verifiable privacy preserving or centralized. When competitors evolve strength-based positioning endures while comparison-based messaging crumbles"
X Link 2025-06-21T02:18Z [----] followers, [--] engagements
"@OpenGradient Consistent source of alpha"
X Link 2025-02-20T18:03Z [----] followers, [--] engagements
"Important. Few understand what this means. If you're not already paying attention to this shift you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute with no ceiling in sight If you're not already paying attention to this shift you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute with no ceiling in sight"
X Link 2025-02-04T00:38Z [----] followers, [--] engagements
"If you're not already paying attention to this shift you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute with no ceiling in sight"
X Link 2025-02-03T23:45Z 227.3K followers, 309.3K engagements
"Hardware as subscription is the new meta"
X Link 2025-05-26T07:18Z [----] followers, [---] engagements
"Every crypto and AI company these days 😂 "A very BIG announcement" "And it's really positive" "One of the most important announcements in many many years" https://t.co/caJj7ckbvK "A very BIG announcement" "And it's really positive" "One of the most important announcements in many many years" https://t.co/caJj7ckbvK"
X Link 2025-05-06T20:33Z [----] followers, [---] engagements
""A very BIG announcement" "And it's really positive" "One of the most important announcements in many many years""
X Link 2025-05-06T19:26Z 2.7M followers, 2.7M engagements
Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing