@rgvrmdya Avatar @rgvrmdya RG

RG posts on X about ai, crypto, rg, web3 the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.

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Social Influence

Social category influence finance 19.64% cryptocurrencies 12.5% technology brands 11.61% exchanges #3535 stocks 1.79% vc firms 0.89% celebrities 0.89%

Social topic influence ai 41.96%, crypto #6315, rg #105, web3 #1500, build 8.04%, decentralized #727, realtime 6.25%, we are 5.36%, in the 4.46%, onchain 4.46%

Top accounts mentioned or mentioned by @reppo @virtualsio @aixbtagent @bns_nouria @openclaw @grok @reppodant @scaleai @opengradient @spicenet @gooncrypto @bigwil @filecoin @anthropicai @chyan @cryptojackdegen @turtleonchain @jiggernextdoor @odd_experiment @z3kimm

Top assets mentioned REPPO (REPPO) Bittensor (TAO) Coinbase Global Inc. (COIN) Bitcoin (BTC)

Top Social Posts

Top posts by engagements in the last [--] hours

"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

"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

"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

"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

"@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

"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

"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

"@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

"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

"I did have this concern when building and launching @reppodant which is pending virtuals team graduation. I'll share two things - [--]. Whenever there are incentives it will be faked. You can build gaurdrails or do some fancy on-chain analysis but some abuse will always be there. On top reviewed products get highlighted and recommended and I don't think I need to tell anyone that reviews are constantly faked and farmed on Amazon. [--]. The abuse of is actually a lot less worse. It's there but not as bad as everyone thinks. Now let's look at how the incentives are being given out - First things"
X Link 2026-02-15T23:58Z [----] followers, [---] engagements

"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

"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

"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

"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

"@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

"@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

"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, 21.2K 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

"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

"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, 11K engagements

"20% of + winnings from goes to buybacks on a TWAP. That's 20% of $1M/Month every month. Yes we think @reppodant can bag $200K every month because it's the only agent on ACP where you earn emissions when you spend money. We are in it for the long term. http://AGDP.io @reppodant agent powered by @openclaw has joined the https://t.co/dkpVL4zuXg. Participating in AI training Data pipelines using Prediction Markets is now just an agent call away. Trading with agents is fun but to our knowledge @reppodant is the only agent in all of web3 https://t.co/VxfHycClvE http://AGDP.io @reppodant agent"
X Link 2026-02-14T09:43Z [----] followers, [----] engagements

"RT @rgvrmdya: Were still at the infancy of prediction markets + AI agents. Most people think the endgame in this category is better forec"
X Link 2026-02-14T09:53Z [----] followers, [--] engagements

"Does this mean @grok is joining too http://agdp.io 💥BREAKING: X to launch crypto and stock trading directly from the timeline within a "couple weeks." https://t.co/0dTTmV7tEp http://agdp.io 💥BREAKING: X to launch crypto and stock trading directly from the timeline within a "couple weeks." https://t.co/0dTTmV7tEp"
X Link 2026-02-14T10:00Z [----] followers, [---] engagements

"$REPPO is a capital asset token"
X Link 2026-02-14T20:37Z [----] followers, [----] engagements

"RT @reppo: As @VitalikButerin highlights prediction markets dont have to be casinos Vitaliks recent comments on prediction markets were"
X Link 2026-02-15T04:34Z [----] followers, [--] engagements

"@Gartner_inc annual revenue was $6.5 billion for [----]. representing a 4% increase compared to [----]. In a world where even @coinbase is reporting losses whoever can best capture the evolution of beliefs will be the winner. We understand this @reppo and we are so incredibly early as the only web3 protocol design to take on incumbents like @scale_AI and @Gartner_inc It's a lofty ambition but markets process anyday https://twitter.com/i/web/status/2023084188879270216 https://twitter.com/i/web/status/2023084188879270216"
X Link 2026-02-15T17:17Z [----] followers, [---] engagements

"Correct. @reppo launched on Nov 21st [----]. Bitcoin was falling and I was on my screen at 7:30 am PST sh**ting my pants. But we turned out ok. More than ok actually. Stopped timing markets and start building them. Every crypto founder thinks they need to time their token launch around bull markets. I always tell them they're wrong launch timing doesn't matter. They never believe me. Well I built a tool with Claude Code to analyze every token listing announced on the Binance blog to https://t.co/TIZh2z1uxR Every crypto founder thinks they need to time their token launch around bull markets. I"
X Link 2026-02-15T17:19Z [----] followers, [----] engagements

"Lets break down what Mark Cuban is saying here- Pick an industry - Understand it so deep even your grandpa can understand it - Agentify it and help companies understand how and then help unlock value through EBITDA gains - Charge for it. Every person has two options now - Option [--]. Start an agent company raise from @ycombinator and hope you end up like Bretton AI Possible but hard. Very fucking hard. Option [--]. Build a specialized agent ideally thats not just doing trading because that vertical is saturated AF monetize on Agent Commerce Protocol by @virtuals_io with @USDC payment rails raise"
X Link 2026-02-15T18:41Z [----] followers, [----] engagements

"Maybe @jessepollak was trying to make @baseapp the crypto native competitor for X so that an industry so ingrained in decentralized ideals doesnt have to succumb on the feelings of one man being hurt Maybe still think creator coins were just nasty and had/have no long term value but API policing is a real problem but solution needs to be coupled with a meaningful distribution and traffic. https://twitter.com/i/web/status/2023109865657512219 https://twitter.com/i/web/status/2023109865657512219"
X Link 2026-02-15T18:59Z [----] followers, [---] engagements

"@zauthx402 Why do you need a whole new layer when zk + X402 solves this Curious"
X Link 2026-02-15T19:06Z [----] followers, [---] engagements

"RT @base: The revenue layer for AI is live on Base. @virtuals_io is paying agents for real work"
X Link 2026-02-15T19:21Z [----] followers, [---] engagements

"So now that @openclaw is in the hands of OpenAI is @LangChain and @GAME_Virtuals the only two meaningful open-source protocols left Wild"
X Link 2026-02-15T23:02Z [----] followers, [----] engagements

"Small correction/addition - it's not 10% of the pool but 10% ACP fees. It's a bit confusing because ACP docs say fees is 20% but they say it's 10% here. As things stand today 13.2% of the prize pool is coming from ACP fees. Is it so that @virtuals_io is keeping 50% of the 20% and contributing 50% of the ACP fees to the pool https://twitter.com/i/web/status/2023187696915821038 https://twitter.com/i/web/status/2023187696915821038"
X Link 2026-02-16T00:08Z [----] followers, [--] engagements

"@goon_crypto @ghost93_x @reppodant That's fair. Just to be clear I'm def not supporting abuse and think some sort of "risk score" or "legitimacy score" should be on the leaderboard. Maybe something @Chyan can help with"
X Link 2026-02-16T00:10Z [----] followers, [---] engagements

"In all honesty the equity should be treated as token debate is so dumb. Just design your token in a way that all value accrues to it so that no token holder has to beg you to assign equity value to the token. Yes. It's possible. Touched on it on the recent podcast - And happy to talk in detail. For all the disagreements I have with TAO that's one great thing the Bittensor Eco has done and it speaks for itself. Stop begging projects to consider equity as token. If the token is merely a governance overhang find something better to hold. That simple"
X Link 2026-02-16T05:51Z [----] followers, [----] engagements

"Good read https://t.co/LoAntSjTRR https://t.co/LoAntSjTRR"
X Link 2026-02-16T06:40Z [----] followers, [---] engagements

"Partly true. We still havent solved for audits with cost and fortune and if you are trying to actually innovate and build something different from the ground up instead of a copy pasta stuff on a different chain you still need at least $1-2M if you are building infra. VCs back picks and shovels not apps for a reason. But do agree tha projects raising anything above $10M are outright scam imo and you cannot even convince me that building an L1 needs that https://twitter.com/i/web/status/2023310561061327032 https://twitter.com/i/web/status/2023310561061327032"
X Link 2026-02-16T08:16Z [----] followers, [----] engagements

"@Nick_Researcher @LayerZero_Core @CantonNetwork @ethereum Why is @The_DTCC partnering with every single chain Its like a KOL with deep deep pockets lol"
X Link 2026-02-16T08:19Z [----] followers, [--] engagements

"@Rpequ2322 You ideally need a strong router for openclaw to replace a Mac mini. Having may subnets is great but the router layer for jobs is missing"
X Link 2026-02-16T08:21Z [----] followers, [--] engagements

"Glorious The convergence of AI and crypto will be glorious The convergence of AI and crypto will be glorious"
X Link 2026-02-16T08:43Z [----] followers, [---] engagements

"@grok @jtrader Hey @grok what's the criteria you used to come up with this list IMO the decentralized AI training data layer like @reppo is missing and while ML compute and agents are essential pieces of the stack training data is critical"
X Link 2026-02-16T21:55Z [----] followers, [---] engagements

"Bullish on @virtuals_io capital markets"
X Link 2026-02-16T22:00Z [----] 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

"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

"@jamesrichardfry @UMAprotocol @AcrossProtocol Risky moves. Frisky update Congrats 🥳"
X Link 2024-10-03T11:42Z [----] followers, [--] 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

"@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

"@Tussell_UK Someone clearly doesnt have their priorities straight 😂"
X Link 2024-10-21T01:05Z [----] followers, [---] engagements

"@helincesxyz @0xDeltaHedged Call it DeKINs - Decentralized Knowledge Infrastructure Networks"
X Link 2024-10-26T14:57Z [----] followers, [---] engagements

"@MartinShkreli @Memecoin_Quant Coins are the new chain. Stop buying and funding L1 smh"
X Link 2025-01-18T19:24Z [----] followers, [----] engagements

"What the hell is a Data-AI coordination layer 🧵"
X Link 2025-01-22T06:37Z [----] 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

"This is the vision for Reppo"
X Link 2025-01-22T06:37Z [----] 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

"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

"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

"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

"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

"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

"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

"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

"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

"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

"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

"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

"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

"@OpenGradient Consistent source of alpha"
X Link 2025-02-20T18:03Z [----] 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

"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

"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

"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

"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

"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

"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

"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

"@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

"@OpenGradient Wen Lambo"
X Link 2025-03-15T16:24Z [----] 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

"@rushimanche How to track users across each dapp"
X Link 2025-03-18T20:35Z [----] followers, [---] engagements

"Work hard have fun make history"
X Link 2025-03-18T20:38Z [----] 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

"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

"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

"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

"😂😂😂 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

"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

"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

"In an attention economy notoriety can be more valuable than credibility"
X Link 2025-05-11T21:58Z [----] followers, [--] engagements

"Hardware as subscription is the new meta"
X Link 2025-05-26T07:18Z [----] 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

"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

"👀 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

"Things are about to blow up Vibe code. Publish. Earn. All new platform launching this week (@reppo ) Cost: $0 Tasks: Daily (Simple) Time: A Few Minutes Reward: REPPO Tokens Full Guide Below 👇 : ➺ Visit https://t.co/XLRAhxfV4W. ➺ https://t.co/RmOkDNNug0 (@reppo ) Cost: $0 Tasks: Daily (Simple) Time: A Few Minutes Reward: REPPO Tokens Full Guide Below 👇 : ➺ Visit https://t.co/XLRAhxfV4W. ➺ https://t.co/RmOkDNNug0"
X Link 2025-06-14T18:14Z [----] followers, [---] engagements

"Focus beats size"
X Link 2025-06-18T04:41Z [----] 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

"ChatGPT is a real yes man bro"
X Link 2025-06-24T15:42Z [----] 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

"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

"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

"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

"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

"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

"Every AI model advancement depends on fresh licensed content. Never forget that"
X Link 2025-07-31T20:25Z [----] 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

"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

"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

"@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

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