# ![@getoro_xyz Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1896861414180143104.png) @getoro_xyz ORO AI ✈️ ETHDenver

ORO AI ✈️ ETHDenver posts on X about ai, oro, systems, audio the most. They currently have [------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::1896861414180143104/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896861414180143104/c:line/m:interactions.svg)

- [--] Week [-------] +81%
- [--] Month [-------] +57%
- [--] Months [-------] -44%

### Mentions: [--] [#](/creator/twitter::1896861414180143104/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896861414180143104/c:line/m:posts_active.svg)

- [--] Week [--] +133%
- [--] Month [--] +158%
- [--] Months [--] -5.30%

### Followers: [------] [#](/creator/twitter::1896861414180143104/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896861414180143104/c:line/m:followers.svg)

- [--] Week [------] +0.47%
- [--] Month [------] -0.36%
- [--] Months [------] -30%

### CreatorRank: [-------] [#](/creator/twitter::1896861414180143104/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896861414180143104/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[events](/list/events)  #70 [technology brands](/list/technology-brands)  14.85% [stocks](/list/stocks)  4.95% [social networks](/list/social-networks)  4.95% [travel destinations](/list/travel-destinations)  3.96% [finance](/list/finance)  2.97% [financial services](/list/financial-services)  1.98% [cryptocurrencies](/list/cryptocurrencies)  0.99%

**Social topic influence**
[ai](/topic/ai) #5177, [oro](/topic/oro) #116, [systems](/topic/systems) #1942, [audio](/topic/audio) 7.92%, [open ai](/topic/open-ai) #2362, [build](/topic/build) 4.95%, [hong kong](/topic/hong-kong) #392, [agents](/topic/agents) 3.96%, [this is](/topic/this-is) 3.96%, [future](/topic/future) 3.96%

**Top accounts mentioned or mentioned by**
[@senat_y6](/creator/undefined) [@hosurrajshekhar](/creator/undefined) [@jtnchilling](/creator/undefined) [@ballin_5676](/creator/undefined) [@markinho1970](/creator/undefined) [@ko_valeva](/creator/undefined) [@mrgtee1](/creator/undefined) [@ekinoks_26](/creator/undefined) [@cryptomoon53602](/creator/undefined) [@longanh71](/creator/undefined) [@agba06](/creator/undefined) [@alver1301](/creator/undefined) [@bossmaclou](/creator/undefined) [@milyy215](/creator/undefined) [@bojcuk73786](/creator/undefined) [@anhdaden811](/creator/undefined) [@iam_polash](/creator/undefined) [@dong_485](/creator/undefined) [@ischitznek](/creator/undefined) [@ronoazoro353557](/creator/undefined)

**Top assets mentioned**
[Metadium (META)](/topic/$meta)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Were pushing our ingestion structuring and retrieval pipelines to support agents that learn from real human communication over time. All of this feeds directly into Season 2: deeper agent memory tighter personalization and more reliable grounded reasoning"  
[X Link](https://x.com/getoro_xyz/status/2021165191728414818)  2026-02-10T10:11Z 48.4K followers, [----] engagements


"At Consensus Hong Kong [----] right now If youre building AI agents that need more than recycled internet slop/data book time with our Head of Ecosystem @markkmii. Let talk about structured real-world data at scale across social communication & behavioral surfaces"  
[X Link](https://x.com/getoro_xyz/status/2021862122611958225)  2026-02-12T08:21Z 48.4K followers, [----] engagements


"AI is advancing faster than ever - but its hit a wall. The next major unlock Private data. AI has relied on limited data until now. ORO lets you securely contribute your data drive AIs growth and get rewarded. Heres how 👇"  
[X Link](https://x.com/getoro_xyz/status/1905273605216207144)  2025-03-27T15:00Z 48.4K followers, 92.3K engagements


"The next big unlock in AI starts with your data. Help build the next generation of intelligence on your terms and earn from it. The ORO consumer app and Season [--] are launching soon. Join the waitlist. The earlier you join the more you unlock. https://www.getoro.xyz/waitlist https://www.getoro.xyz/waitlist"  
[X Link](https://x.com/getoro_xyz/status/1912495873688215684)  2025-04-16T13:18Z 48.4K followers, [----] engagements


"Introducing ORO a new way to contribute private data to frontier AI and get rewarded for it with privacy built in. If ChatGPT is how you use AI ORO is how you build it"  
[X Link](https://x.com/getoro_xyz/status/1922013257872691644)  2025-05-12T19:37Z 48.4K followers, 406.3K engagements


"Missed the news ORO Public Beta is LIVE Connect your real-world data help build frontier AI and earn rewards with fully preserved privacy. Plug in your apps Complete data quests Fuel AGI with your privacy intact Catch up on the full launch thread below 👇 Introducing ORO a new way to contribute private data to frontier AI and get rewarded for it with privacy built in. If ChatGPT is how you use AI ORO is how you build it. https://t.co/rLXH5PaOmu Introducing ORO a new way to contribute private data to frontier AI and get rewarded for it with privacy built in. If ChatGPT is how you use AI ORO is"  
[X Link](https://x.com/getoro_xyz/status/1922638031065919725)  2025-05-14T13:00Z 48.4K followers, 15.1K engagements


"When traditional approaches hit a wall we turned to RL to revolutionize multimodal data transcription quality and speed The Problem We Faced Building high-quality speech-to-text models traditionally http://x.com/i/article/1937522701087723521 http://x.com/i/article/1937522701087723521"  
[X Link](https://x.com/getoro_xyz/status/1937530450475422093)  2025-06-24T15:17Z 48.4K followers, 29.8K engagements


"Over [---] submissions Memes GIFs emojis and stickers - all created by the ORO community 🧡 Big congrats to the winners of our first creative contest: 1just_panda1 carlosenrique89 xoainau_35463_45762 luckyboy88_ d.htrieu fvidal vangle8777 deadmoom 🤝"  
[X Link](https://x.com/getoro_xyz/status/1945122874768941495)  2025-07-15T14:06Z 48.4K followers, [----] engagements


"The question isnt  anymore. Its  Were already living with AI and its quickly becoming part of everyday life. Demand Sage estimates ChatGPT now sees [---] million weekly users and handles over [--] billion queries per day. So lets hear from you How often do you use AI Were already living with AI and its quickly becoming part of everyday life. Demand Sage estimates ChatGPT now sees [---] million weekly users and handles over [--] billion queries per day. So lets hear from you How often do you use AI"  
[X Link](https://x.com/getoro_xyz/status/1946547331546968403)  2025-07-19T12:27Z 48.4K followers, 13.3K engagements


"A few weeks ago we shared a peek into our AI data infra. Today it powers leading multimodal AI labs with extensible pipelines: scalable data synthesis model-in-the-loop annotation granular customizable search Before us: brittle in-house tools or slow legacy vendors. Now: infra purpose-built for AI at scale"  
[X Link](https://x.com/getoro_xyz/status/1949926105181274438)  2025-07-28T20:13Z 48.4K followers, 13.7K engagements


"Why do serious data providers obsess over infra 🤔 Because great AI data requires two things: [--] global-scale collection [--] autonomous quality verification #1 needs decentralization. #2 depends on powerful infra. Were the only platform battle-tested on bothcollecting private video audio and wearable data at scale with the best multimodal labs using it"  
[X Link](https://x.com/getoro_xyz/status/1950193698722959726)  2025-07-29T13:56Z 48.4K followers, 10.8K engagements


"Another post in our text series. $META in 2024: If you tried to aggregate all the world's high-quality audio data you'd get [----] hours. We need MILLIONS. Who actually knows how to aggregate this data at-scale To filter out millions of hours to get [-----] actually usable hours to train the next generation of models ORO. That's it"  
[X Link](https://x.com/getoro_xyz/status/1952883411531485434)  2025-08-06T00:04Z 48.4K followers, 16.2K engagements


"Two weeks ago OpenAI released GPT-5. Much of the buzz is about its coding model now competing with Anthropics Claude Code. Its new skills though Gained via training on real-world coding data. What if that same data was open to any researcher building next-gen models Thats what ORO is doing"  
[X Link](https://x.com/getoro_xyz/status/1957862789462044928)  2025-08-19T17:50Z 48.4K followers, 26.9K engagements


"Everyone's talking about RL environments. And you're too scared to ask at this point "what is an RL environment" Think of it like a world where an agent lives where the current state rewards and goal are defined. New way to scale intelligence. Hardest part of defining RL envs is making the context and actions make sense. For most practitioners like any new tech it won't. Defining the observation/action space + reward function is entirely a data concern. 👀"  
[X Link](https://x.com/getoro_xyz/status/1959991011276431667)  2025-08-25T14:47Z 48.4K followers, 30.7K engagements


"You might be wondering why we've been more quiet in the past month or so. Long story short 👀 Season [--] is going to be crazy. Renewed purpose refined focus more insight into our core customers. Stay tuned for new updates 🫡"  
[X Link](https://x.com/getoro_xyz/status/1965060927403049182)  2025-09-08T14:33Z 48.4K followers, 53.2K engagements


"Great read. Open-source AI needs to keep pace with frontier models. To do that we need three things: [--]. Open infrastructure transparent training & eval pipelines [--]. Open data ecosystemsverifiable data recipes and standards for benchmarks scoring functions [--]. Open models I gave a talk today at The Curve on the state of open models. Here are the slides recording soon. Topics include: Chinese ecosystem reflections on DeepSeek the demise of Llama who will fill the U.S. market what local models do ATOM project & ai2 and more topics https://t.co/AcsLrG2WQA I gave a talk today at The Curve on the"  
[X Link](https://x.com/getoro_xyz/status/1975211070315999306)  2025-10-06T14:46Z 48.4K followers, 29.5K engagements


"Boston Dynamics Atlas pulling off a roundoff back handspring is a gentle reminder to say please & thank you to your AI agents. Just in case. Jokes aside for embodied systems to execute movements like this they need extensive training on movement nuance from real-world data"  
[X Link](https://x.com/getoro_xyz/status/2020597378890530845)  2026-02-08T20:35Z 48.4K followers, 18.1K engagements


"Going to Consensus Hong Kong [----] and interested in building AI agents that rely on real-world data ORO AI will be there. Connect with our Head of Ecosystem @Markkmii and lets chat. https://twitter.com/i/web/status/2021073989255430162 https://twitter.com/i/web/status/2021073989255430162"  
[X Link](https://x.com/getoro_xyz/status/2021073989255430162)  2026-02-10T04:09Z 48.4K followers, 10.6K engagements


"ORO just assembled one of the largest permissioned social datasets to date. Were now processing 310M structured social data points per month across Gmail X Discord and Telegram powered by 1.24M+ live user-authorized connections. https://twitter.com/i/web/status/2021165188498739347 https://twitter.com/i/web/status/2021165188498739347"  
[X Link](https://x.com/getoro_xyz/status/2021165188498739347)  2026-02-10T10:11Z 48.4K followers, 10.2K engagements


"This level of scale combined with explicit user permission across multiple social surfaces is still extremely rare. The data is already being used by dozens of developers and labs to train evaluate and ground real-world AI systems. The next phase is about deepening not widening this supply. Longer conversations. Richer context. More persistent memory. https://twitter.com/i/web/status/2021165190386188497 https://twitter.com/i/web/status/2021165190386188497"  
[X Link](https://x.com/getoro_xyz/status/2021165190386188497)  2026-02-10T10:11Z 48.4K followers, [----] engagements


"Pro tip: Ming Court has the best Dim Sum near Consensus Hong Kong [----]. Our very own @Markkmii can confirm 👌"  
[X Link](https://x.com/getoro_xyz/status/2021895609939358107)  2026-02-12T10:34Z 48.4K followers, [----] engagements


"Season [--] Snapshot: Locked In 🔒 🔸Billions of structured real-world data units. 🔸1M+ live user-authorized connections. 🔸One of the largest multimodal datasets ever assembled. Season [--] proved the supply exists and is in demand Season [--] will scale it https://twitter.com/i/web/status/2022207966573998213 https://twitter.com/i/web/status/2022207966573998213"  
[X Link](https://x.com/getoro_xyz/status/2022207966573998213)  2026-02-13T07:15Z 48.4K followers, 48.1K engagements


"With Season [--] coming to a close: 🔸No further data will be collected 🔸No additional points will be awarded 🔸No net-new signups 🔸All missions including new connections are now disabled 🔸Points will reset to zero for S2 Lastly your final Season [--] balance has been snapshotted to your profile"  
[X Link](https://x.com/getoro_xyz/status/2022207968243331287)  2026-02-13T07:15Z 48.4K followers, [----] engagements


"If youre building in or contributing to AI & care about real-world data this is where the conversation is happening. 110k+ contributors builders & researchers are inside OROs Discord sharing insights shipping & helping shape the next gen of AI models. Link in comments👇"  
[X Link](https://x.com/getoro_xyz/status/2016625514400927987)  2026-01-28T21:32Z 48.2K followers, [----] engagements


"The leaderboard has been updated following this adjustment. Some contributors may notice rank changes as those extra points were removed. Quick note: The leaderboard updates once per day (early UTC). Temporary mismatches between points and rank can occur between updates and will self-correct. https://twitter.com/i/web/status/2018601270261768566 https://twitter.com/i/web/status/2018601270261768566"  
[X Link](https://x.com/getoro_xyz/status/2018601270261768566)  2026-02-03T08:23Z 48.4K followers, [----] engagements


"@defidynamoe Very nice Love to see community members getting a W"  
[X Link](https://x.com/getoro_xyz/status/2019479666218922025)  2026-02-05T18:34Z 48.2K followers, [---] engagements


"ORO Audio Points Update (Part II)🎧 All Season [--] audio points have now been fully processed. The distribution has been adjusted so each eligible contributor receives [----] audio points once with extra points from incomplete or multiple submissions removed. https://twitter.com/i/web/status/2018601268458213654 https://twitter.com/i/web/status/2018601268458213654"  
[X Link](https://x.com/getoro_xyz/status/2018601268458213654)  2026-02-03T08:23Z 48.4K followers, 11.9K engagements


"ORO is attending to ETHDenver [----] If youre building researching or working on AI agents that depend on Real World Data we should meet up See you in Denver"  
[X Link](https://x.com/getoro_xyz/status/2018811933932261552)  2026-02-03T22:20Z 48.3K followers, 10.4K engagements


"Hey all weve recently heard questions from our community around Telegram API connection. This feedback is important and were paying close attention. To clarify: - ORO's connection to Telegram is powered by theofficial Telegram API which is the most secure method available. - We never store your credentials. - The connection is end-to-end encrypted and your private messages arent touched. - Only basic metadata (like channel subscriptions) is used and only if you opt in. Currently the official Telegram API only supports login-based access - it doesnt offer a simple connect option like X or"  
[X Link](https://x.com/anyuser/status/1927482072605614313)  2025-05-27T21:48Z 48.4K followers, 18.7K engagements


"Sometimes you just have "one of THOSE" weeks. Grateful for the ORO community. For anyone that finished a tough week keep your head up It's just the beginning. Enjoy your Sunday"  
[X Link](https://x.com/anyuser/status/1954641490233471482)  2025-08-10T20:30Z 48.4K followers, 21.7K engagements


"Underappreciated fact about frontier AI data: Scale AI projects $2B revenue in [----]. Add Surge Mercor & others and total data spend hits around $3.5B: mostly for reasoning models. But multimodal AI Expect that to be 10x bigger. Driven by video audio and beyond"  
[X Link](https://x.com/anyuser/status/1955305016085913631)  2025-08-12T16:26Z 48.4K followers, 20.4K engagements


"Season [--] Bonus Points Are Out 25k bonus points for each of the top 10% of Season [--] contributors have been distributed. Huge thank you to the thousands of contributors who helped create billions of real-world data units. More info soon as we wrap Season [--] and prep for Season [--] https://twitter.com/i/web/status/2019319550567936437 https://twitter.com/i/web/status/2019319550567936437"  
[X Link](https://x.com/getoro_xyz/status/2019319550567936437)  2026-02-05T07:57Z 48.4K followers, 29.8K engagements


"Our team at ORO AI loves trying new and emerging AI tools that use real-world private data in ways that actually feel useful for everyday people. These tools arent powered by massive public datasets http://x.com/i/article/2018483483505770496 http://x.com/i/article/2018483483505770496"  
[X Link](https://x.com/getoro_xyz/status/2019686018111127932)  2026-02-06T08:14Z 48.4K followers, 15.4K engagements


"OpenAI rolls out GPT-5.3-Codex with faster AI coding and measurable efficiency gains. Look at the chart. That Kurzweil Curve doesnt happen by accident. Its the result of a new data diet plan shifting toward real-world and private workflow data. https://twitter.com/i/web/status/2021500768734658961 https://twitter.com/i/web/status/2021500768734658961"  
[X Link](https://x.com/getoro_xyz/status/2021500768734658961)  2026-02-11T08:25Z 48.4K followers, [----] engagements


"GPT-5 sparked AI is plateauing takes because scraped internet data has limits. You can only remix Reddit so many times. Since then: GPT-5.2. Now GPT-5.3-Codex is more efficient and helping accelerate its own development. Powered by private operational data loops. https://twitter.com/i/web/status/2021500770525630607 https://twitter.com/i/web/status/2021500770525630607"  
[X Link](https://x.com/getoro_xyz/status/2021500770525630607)  2026-02-11T08:25Z 48.4K followers, [----] engagements


"This is about iteration speed driven by scaled private data provided by people inside real workflows. Models now monitor training runs debug failures evaluate outputs and optimize systems in real time. When feedback cycles compress progress becomes exponential"  
[X Link](https://x.com/getoro_xyz/status/2021500771968352474)  2026-02-11T08:25Z 48.4K followers, [----] engagements


"AI progress is usually described as a race to build bigger models and use more computing power. But in reality the biggest leaps happen when the training signal changes. Meaning the kind of data the http://x.com/i/article/2021646477488181248 http://x.com/i/article/2021646477488181248"  
[X Link](https://x.com/getoro_xyz/status/2021817258365137205)  2026-02-12T05:22Z 48.4K followers, [----] engagements


"Consensus Hong Kong [----] is a wrap. Appreciate everyone who connected with us. What stood out most For a Web3-heavy event AI and robotics dominated the conversations. Love to see it https://twitter.com/i/web/status/2022567833595711856 https://twitter.com/i/web/status/2022567833595711856"  
[X Link](https://x.com/getoro_xyz/status/2022567833595711856)  2026-02-14T07:05Z 48.4K followers, [----] engagements


"GM ☀ Say it back"  
[X Link](https://x.com/getoro_xyz/status/2023316179956494451)  2026-02-16T08:39Z 48.4K followers, 14.1K engagements


"Status update: Weve started rolling out Audio Mission Points and everyone who passed review will be credited over the coming week. Rewards may take a bit to show up but theyre on the way. No additional actions needed. Huge thank you for jumping in with us"  
[X Link](https://x.com/getoro_xyz/status/2011352565980815454)  2026-01-14T08:19Z 48.2K followers, 15.8K engagements


"Weve built one of the largest and most diverse high-quality conversational voice datasets in the world. 🔸12+ languages including English Spanish Polish Russian Korean Japanese Portuguese & more 🔸24kHz+ sampling rate 🔸Low reverb. Zero background noise Keep reading 👇 https://twitter.com/i/web/status/2011723486918820269 https://twitter.com/i/web/status/2011723486918820269"  
[X Link](https://x.com/getoro_xyz/status/2011723486918820269)  2026-01-15T08:53Z 48.4K followers, 10.2K engagements


"This isnt scraped audio or noisy call logs. Its natural multi-turn conversation captured intentionally for colloquial AI training so models learn how people actually speak. Built to support speech voice agents and multimodal systems at scale"  
[X Link](https://x.com/getoro_xyz/status/2011723491067007284)  2026-01-15T08:53Z 48.4K followers, [----] engagements


"Were building the largest proprietary dataset of high-fidelity human conversation. 🔸45+ real-world topics 🔸Generated in real time 🔸Recorded by proprietary voice artists 🔸Authentic dialogue unprecedented scale Season [--] is going to raise the bar even further https://twitter.com/i/web/status/2011723492493062568 https://twitter.com/i/web/status/2011723492493062568"  
[X Link](https://x.com/getoro_xyz/status/2011723492493062568)  2026-01-15T08:53Z 48.4K followers, [----] engagements


"Its well-documented that Frontier AI doesnt fail from lack of models. It fails from lack of data at scale. 100k+ hours isnt a milestone. Its the minimum. We unlock it with: 🔸500k+ global contributors 🔸Bespoke privacy-preserving data pipelines 🔸Distributed collection not a single point of failure Centralized vendors like Scale AI are bottlenecks by design. They optimize for the average capturing whats common and miss the long tail where frontier performance is defined. https://twitter.com/i/web/status/2012525647353303099 https://twitter.com/i/web/status/2012525647353303099"  
[X Link](https://x.com/getoro_xyz/status/2012525647353303099)  2026-01-17T14:01Z 48.4K followers, 12.8K engagements


"New year same thesis: permissioned + structured data compounds. [----] is about turning that foundation into better AI models Happy New Years and stay to tuned for Season 2"  
[X Link](https://x.com/getoro_xyz/status/2006665792012841335)  2026-01-01T09:56Z 48.4K followers, 14.9K engagements


"How it feels knowing the next generation of AI will be better because of your Season [--] contributions to ORO"  
[X Link](https://x.com/getoro_xyz/status/2013140559855276048)  2026-01-19T06:44Z 48.4K followers, 15.3K engagements


"Hey ORO fam We have some big news The top 10% of our Season [--] contributors helped power [---] billion structured data points and were rewarding that impact with [-----] ORO bonus points each. Points are rolling out over the next week Season [--] is up next and its only getting bigger. https://twitter.com/i/web/status/2014601776897655166 https://twitter.com/i/web/status/2014601776897655166"  
[X Link](https://x.com/getoro_xyz/status/2014601776897655166)  2026-01-23T07:31Z 48K followers, 33.2K engagements


"Apple pushing AI deeper into Siri isnt a feature update. Its a signal: voice is becoming the primary interface for agents. But agents arent trained on scraped audio. They learn from real conversation. Multi-turn dialogue. Interruptions. Corrections. Backtracking. Intent shifts. Thats the class of voice data were building at ORO"  
[X Link](https://x.com/getoro_xyz/status/2014956363282366710)  2026-01-24T07:00Z 48.4K followers, [----] engagements


"Watching someone easily bypass ChatGPT's safety rules on this Unitree G1 robot to fire a BB gun at its operator is definitely cause for alarm. It might be about time we dust off Isaac Asimov's Three Laws of Robotics/physical AI👇"  
[X Link](https://x.com/getoro_xyz/status/2015341588072046955)  2026-01-25T08:30Z 48.1K followers, [----] engagements


"Isaac Asimovs Three Laws of Robotics are a set of ethical rules for artificial intelligence introduced in his [----] story "Runaround" designed to prevent robots from harming humans. Check them out below 👇"  
[X Link](https://x.com/getoro_xyz/status/2015341590257307790)  2026-01-25T08:30Z 48.1K followers, [----] engagements


"http://x.com/i/article/2016295964970213376 http://x.com/i/article/2016295964970213376"  
[X Link](https://x.com/getoro_xyz/status/2016437651914846353)  2026-01-28T09:06Z 48.2K followers, [----] engagements


"@oxxychere What does that have to do with Robots and Physical AI 🤔"  
[X Link](https://x.com/getoro_xyz/status/2016440002994184305)  2026-01-28T09:15Z 48.4K followers, [---] engagements


"@harder0670 Together we'll help close the gap we can have more intelligent robots in the future"  
[X Link](https://x.com/getoro_xyz/status/2016440334235078889)  2026-01-28T09:16Z 48.4K followers, [---] engagements


"Why OpenAI is exploring a humans-only social network with biometrics to fight bots: The internet is flooded with synthetic content thats terrible for training AI. At ORO were focused on the real issue: real human data is disappearing from the internet"  
[X Link](https://x.com/getoro_xyz/status/2017035088870199803)  2026-01-30T00:40Z 48.2K followers, [----] engagements


"Social networks are turning into a playground for low-signal activity that barely resembles real human conversation and is largely unusable for Real World AI applications. Take X as an example. Incentive layers like InfoFi Kaito rankings and yapper farming have turned engagement into a game for bot farms. The result More noise. Less signal. https://twitter.com/i/web/status/2017035090669588519 https://twitter.com/i/web/status/2017035090669588519"  
[X Link](https://x.com/getoro_xyz/status/2017035090669588519)  2026-01-30T00:40Z 48.2K followers, [----] engagements


"This is why were genuinely thankful for the ORO community. Builders contributors and researchers who show up because they care about Real World Data. When real humans create intentional high-quality conversations that data actually improves AI made to combat bots and helps push back against synthetic behavior. If we get that right maybe we wont need to scan our eyeballs just to talk to other humans online. https://twitter.com/i/web/status/2017035120382013585 https://twitter.com/i/web/status/2017035120382013585"  
[X Link](https://x.com/getoro_xyz/status/2017035120382013585)  2026-01-30T00:40Z 48.2K followers, [----] engagements


"Raw volume doesnt equal usable data. Its about how much of that data is actually structured and usable. ORO is built so the majority of what we collect can be directly used for training and downstream applications"  
[X Link](https://x.com/getoro_xyz/status/2012079823016149338)  2026-01-16T08:29Z 48.4K followers, [----] engagements


"Real-world data platform for frontier AI. Most players trying to climb like Scale AI will never reach escape velocity. Simply more data doesn't work Real winners own a full-stack data loop that turns deployment into continuous training Thats ORO Appreciate you @chrisbarber for the mention a few other interesting ai data startups kled @avipat_ hud oro @dgmonsoon @ckxyz_ parsewave @Van0SS (thanks @ibragim_bad) patronus @rebeccatqian (thanks @timshi_ai) antim labs & lucent & good start labs (via @SeanZCai) a few other interesting ai data startups kled @avipat_ hud oro @dgmonsoon @ckxyz_"  
[X Link](https://x.com/getoro_xyz/status/2013507212916990279)  2026-01-20T07:01Z 48.4K followers, [----] engagements


"Stablecoins like USDC moving $33T in [----] isnt a market trend. Its evidence they belong in the infrastructure layer for AI settlement and cross-border payments. For data platforms the implication is simple: when data gets used stablecoin rails can move value straight back to the people who created it without intermediaries. https://twitter.com/i/web/status/2014034580718936349 https://twitter.com/i/web/status/2014034580718936349"  
[X Link](https://x.com/getoro_xyz/status/2014034580718936349)  2026-01-21T17:57Z 48.4K followers, [----] engagements


"Frontier models dont just need right answers. They need reasoning paths: how humans make decisions weigh tradeoffs and adapt to feedback. Chain-of-thought traces. Reward modeling traces. Multi-hop reasoning. This is the real signal that will separate next-gen agents from todays LLMs. And its the hardest data to collect"  
[X Link](https://x.com/anyuser/status/1934264643209330808)  2025-06-15T15:00Z 48.4K followers, 11.1K engagements


"How does privacy actually work at ORO Your data stays encrypted gets processed in secure hardware (TEEs) and is never visible to us or anyone else. Not even during training. Every time its used you get a cryptographic receipt so its not just private its provable ✅"  
[X Link](https://x.com/anyuser/status/1936798056583667910)  2025-06-22T14:46Z 48.4K followers, [----] engagements


"The updates you need from the frontlines of AI: 🔸 Meta OpenAI and Hugging Face Reshape the Stack @Meta took a stake in Scale AI gaining deeper access to one of the most critical data-labeling pipelines in the space raising some antitrust concerns. @OpenAI's Sam Altman declared the superintelligence era has already begun signaling a shift from experimentation to deployment. Meanwhile @huggingface partnered with @GroqInc to deliver real-time inference speeds up to 10x faster than GPUs. Together these moves show where the power is concentrating: whoever controls training data compute efficiency"  
[X Link](https://x.com/anyuser/status/1938267604059066373)  2025-06-26T16:06Z 48.4K followers, 10.8K engagements


"Most point systems reward participation not contribution. ORO doesnt reward presence. We evaluate how useful your data is in real-world systems: training inference and everything in between. Points mean something here because the data does"  
[X Link](https://x.com/anyuser/status/1939005880407859218)  2025-06-28T17:00Z 48.4K followers, 22K engagements


"Models are getting heavier and test-time compute is exploding. The bottleneck isnt training anymore; its running them at scale. ORO brings structure attribution and privacy to the data layer powering real-time inference 🤝"  
[X Link](https://x.com/anyuser/status/1939337593545461934)  2025-06-29T14:58Z 48.4K followers, 14.4K engagements


"The next generation of intelligence wont be trained on redundant internet inputs. Itll be built on permissioned inputs from users who know what theyre contributing and why. Private data becomes usable when structure consent and attribution are native. Thats ORO 🧡"  
[X Link](https://x.com/anyuser/status/1939730817917264113)  2025-06-30T17:00Z 48.4K followers, 10.9K engagements


"Healthcare records financial logs device data real conversations this is the kind of data models need next. But its private fragmented and hard to trace. Not because its rare - its just never had the infrastructure to be usable. Thats what were building with ORO 🤝"  
[X Link](https://x.com/anyuser/status/1940089497418403957)  2025-07-01T16:45Z 48.4K followers, 11.2K engagements


"Private data exists you guys have helped create it voice recordings health logs transaction histories wearable output. And then via our system we curate and make that data usable and high-signal. Thats why our data buyers are willing to pay so much. Without structure and processing the data cant be used. ORO wants to make sure that everyone who contributes high-quality data to us is rewarded ✅"  
[X Link](https://x.com/anyuser/status/1940810045660246334)  2025-07-03T16:29Z 48.4K followers, [----] engagements


"Seen the audio mission yet 🎙 Record a [---] minute conversation in your native language - weekend plans food takes whatever feels natural. Submissions are reviewed manually so points may take a little time to update. We will post here when points will update for this mission. Get started below 👇"  
[X Link](https://x.com/getoro_xyz/status/1941895306909470885)  2025-07-06T16:21Z 48.4K followers, 12.1K engagements


"You wont find wearables transaction logs or voice recordings on the public web. They capture real-world behavior in real contexts the kind of signal models need to improve decision-making accuracy and real-time performance. ORO makes this data usable from the start: formatted for training aligned with consent and ready for production-grade AI systems"  
[X Link](https://x.com/anyuser/status/1943343517390033368)  2025-07-10T16:16Z 48.4K followers, 12K engagements


"AI agents are getting more capable but most still rely on brittle systems and incomplete context. To act reliably they need structured high-signal data with traceable origins. Thats what ORO provides: Real inputs verified provenance built for the real world"  
[X Link](https://x.com/anyuser/status/1944393143186596323)  2025-07-13T13:47Z 48.4K followers, 15.7K engagements


"Samsung Galaxy AI is now live on 200M+ devices with a goal of hitting 400M next year. 70% of S25 users are actively using features like live translation summarization and voice commands. Its real usage and real product-market fit - AI meeting users where they are in everyday tasks. All powered by structured data and clean interfaces. Thats the future ORO is building toward"  
[X Link](https://x.com/anyuser/status/1945482455353360636)  2025-07-16T13:55Z 48.4K followers, 13.5K engagements


"Most people dont ask how AI works. They just expect it to understand what they mean. That only happens when the data behind it reflects how people actually think speak and act. Thats what ORO is built for"  
[X Link](https://x.com/anyuser/status/1947717762140541084)  2025-07-22T17:57Z 48.4K followers, 11.4K engagements


"Our guy @NiphermeDave's content always slaps 🗣 check it out A Comprehensive Guide On @getoro_xyz 🧵: https://t.co/svd0l7DBC9 A Comprehensive Guide On @getoro_xyz 🧵: https://t.co/svd0l7DBC9"  
[X Link](https://x.com/anyuser/status/1955001042933805295)  2025-08-11T20:19Z 48.4K followers, 32.8K engagements


"The shift is already underway: LLMs are being repurposed as strategic automation tools across sectors. Its parsing SEC filings modeling private valuations and drafting investment memos inside firms like BlackRock KKR and even the U.S. Air Force. These arent chatbots. Theyre persistent AI agents embedded into enterprise workflows. They work across documents learn from feedback and improve with every task like hyper-efficient interns that never sleep. But heres the catch: These agents are only as smart as the data theyre built on. Thats why high-signal structured permissioned data is becoming"  
[X Link](https://x.com/getoro_xyz/status/1934627162318917818)  2025-06-16T15:00Z 48.4K followers, [----] engagements


"How secure is your data With ORO every contribution is sealed inside a secure vault the moment its collected using advanced privacy-preserving architecture built for the AI era. 🔸 No raw data exposure 🔸 Anonymized with best-in-class encryption 🔸 Designed to preserve scarcity integrity and ownership AI gets smarter. You stay protected. Thats privacy by design"  
[X Link](https://x.com/getoro_xyz/status/1935382761503666677)  2025-06-18T17:03Z 48.4K followers, 11.4K engagements


"100000 users have joined our Discord community 🤝 Not passive users - real contributors. This is what the new intelligence layer looks like: built by people not scraped from them. Onward 🧡"  
[X Link](https://x.com/getoro_xyz/status/1936108873640984831)  2025-06-20T17:08Z 48.4K followers, 13.3K engagements


"OpenAI just landed a $200M Pentagon contract. Not for chatbots - for defense logistics and enterprise-grade systems. Frontier AI is being embedded into national infrastructure and the models powering it will need trusted structured data that can scale with the mission. We're building the layer that makes that possible 🤝"  
[X Link](https://x.com/getoro_xyz/status/1936415425459290373)  2025-06-21T13:26Z 48.4K followers, 15.5K engagements


"JPMorgan Chase has rolled out generative AI across its operations with 450+ use cases boosting productivity by 20% and serving [------] employees Why it matters: Enterprises are rapidly embedding AI agents into complex workflows: fraud detection advisor support automated analysis. These systems demand highfidelity structured data flows - exactly what ORO provides"  
[X Link](https://x.com/getoro_xyz/status/1937174465663693014)  2025-06-23T15:42Z 48.4K followers, 11.5K engagements


"Autonomous trucks are becoming a real solution to some of the logistics industrys biggest challenges in the U.S - driver shortages rising costs and delivery pressure. But models dont just learn to drive they learn how to decide in chaos. Foggy roads. Misplaced cones. A person on the shoulder at 3am Most datasets skip these. Thats the real bottleneck. Not regulation. Not hardware. Just missing data"  
[X Link](https://x.com/getoro_xyz/status/1937915004008993037)  2025-06-25T16:45Z 48.4K followers, [----] engagements


"We built a new kind of AI training system one that improves itself through real user feedback not static labels. Its multimodal reinforcement-based and already delivering [--] faster throughput with 99.6% human-level accuracy. Missed the blog Catch up here 👇 https://t.co/Fc4WsYv5Ed https://t.co/Fc4WsYv5Ed"  
[X Link](https://x.com/getoro_xyz/status/1938596295985250371)  2025-06-27T13:52Z 48.4K followers, 13.2K engagements


"You dont get access to high-signal data without permission. You dont get permission without trust. You dont get trust without architecture that enforces it 👇 https://www.getoro.xyz/blog/privacy-and-security https://www.getoro.xyz/blog/privacy-and-security"  
[X Link](https://x.com/getoro_xyz/status/1940461455809433789)  2025-07-02T17:23Z 48.4K followers, [----] engagements


"Weve seen a spike in contributions and a lot is happening behind the scenes. Mission activity is up and the systems processing more submissions than expected. Point updates are still flowing just not always in real time. Were working on the fix to ensure no delays 🤝"  
[X Link](https://x.com/getoro_xyz/status/1941150463807905991)  2025-07-04T15:01Z 48.4K followers, 16.9K engagements


"Which API should we add next New missions are coming and were deciding what to prioritize. Vote below 👇 Spotify Apple Health YouTube Reddit Spotify Apple Health YouTube Reddit"  
[X Link](https://x.com/getoro_xyz/status/1941535696264757470)  2025-07-05T16:32Z 48.4K followers, 12.3K engagements


"The leaderboard has officially landed Track your rank monitor the climb and aim for the top 10% to earn a bonus reward at the end of Season One 🏆 See where you stand below"  
[X Link](https://x.com/getoro_xyz/status/1942229672646803628)  2025-07-07T14:30Z 48.4K followers, 32.6K engagements


"The laws are still catching up but private data cant wait. While the EU AI Act and global data rules take shape ORO is already building structure consent and traceability into the protocol. We're future-proofing before the regulations land 🫡"  
[X Link](https://x.com/getoro_xyz/status/1942605711177048393)  2025-07-08T15:24Z 48.4K followers, 12K engagements


"Everyone talks about private data as the future of AI.but most systems arent built to handle it. Structuring it attributing it and securing proper consent isnt easy. Thats why so much of it stays untapped. ORO makes private permissioned data usable by design 🤝"  
[X Link](https://x.com/getoro_xyz/status/1942946852480971250)  2025-07-09T14:00Z 48.4K followers, 11.7K engagements


"Were already living with AI and its quickly becoming part of everyday life. Demand Sage estimates ChatGPT now sees [---] million weekly users and handles over [--] billion queries per day. So lets hear from you How often do you use AI Once a day Multiple times a day Rarely / never A few times a week Once a day Multiple times a day Rarely / never A few times a week"  
[X Link](https://x.com/getoro_xyz/status/1943666015017091092)  2025-07-11T13:37Z 48.4K followers, 20K engagements


"Sensitive data is leaking from inside company systems. @CyberhavenInc found that 82% of AI data exposures in companies come from internal tools misusing private information. Most models still arent designed to handle sensitive inputs safely or transparently. ORO was built to get this right from the start: permissioned traceable and privacy-preserving by default"  
[X Link](https://x.com/getoro_xyz/status/1944763210441113857)  2025-07-14T14:17Z 48.4K followers, 11.1K engagements


"Public web data gave us chatbots. Structured private data will give us real intelligence that AI needs to evolve. Thats the shift thats the unlock. Thats what ORO was built for 🫡"  
[X Link](https://x.com/getoro_xyz/status/1945850248460419284)  2025-07-17T14:17Z 48.4K followers, 13.2K engagements


"Audio contributions are surging 🔊 Big thanks to everyone submitting real conversations in their native language this data is critical for training multilingual models with real-world nuance. Reviews are in progress and the points are coming soon 🤝"  
[X Link](https://x.com/getoro_xyz/status/1946213703184965965)  2025-07-18T14:21Z 48.4K followers, 17.5K engagements


"New to ORO Its where you contribute high-signal data like voice logs or wearables with full privacy and control. In return you earn rewards when your data helps train Frontier AI. Get started here 👇 https://www.getoro.xyz/blog/what-is-oro https://www.getoro.xyz/blog/what-is-oro"  
[X Link](https://x.com/getoro_xyz/status/1946932645151047844)  2025-07-20T13:58Z 48.4K followers, 13K engagements


"Everyones building with LLMs. Nobodys talking about who owns the training data. Should contributors be rewarded for what models learn from them Yes pay per use Yes flat upfront fee No not necessary Yes subscription model Yes pay per use Yes flat upfront fee No not necessary Yes subscription model"  
[X Link](https://x.com/getoro_xyz/status/1947320128955191480)  2025-07-21T15:37Z 48.4K followers, [----] engagements


"AI agents are already embedded in company workflows like handling sales support tickets even underwriting. But most teams still dont trust them to run without human supervision. Why The data layer isnt ready. Infrastructures fragile. Privacy controls are missing. Autonomy doesnt come from more parameters. It comes from better inputs"  
[X Link](https://x.com/getoro_xyz/status/1948028852409716891)  2025-07-23T14:34Z 48.4K followers, 11.8K engagements


"AI infrastructure is becoming its own industrial revolution. 🔸 Meta is building data centers the size of Manhattan 🔸 Googles upgrading hydropower plants 🔸 Microsoft is restarting nuclear reactors To power smarter systems you need smarter infrastructure"  
[X Link](https://x.com/getoro_xyz/status/1948412269932466645)  2025-07-24T15:57Z 48.4K followers, 11.2K engagements


"The next LLM breakthrough wont come from model tweaks. Itll come from test-time compute on real data: 🔸 dynamic context 🔸 source-level attribution 🔸 live inputs from devices and logs We're creating the bridge between passive models and interactive intelligence 🤝"  
[X Link](https://x.com/getoro_xyz/status/1949123909334299113)  2025-07-26T15:05Z 48.4K followers, 13.8K engagements


"Most models today are trained on scraped web data. But thats not where the next performance leaps will come from. The untapped layer Voice notes wearable streams receipts calendars diagnostics. Structured permissioned and rich with real-world context"  
[X Link](https://x.com/getoro_xyz/status/1949492721908949297)  2025-07-27T15:30Z 48.4K followers, 15.1K engagements


"We'll just go out and say it. Most AI data providers aren't actually aggregating useful data. They don't have real researchers at the leading labs training on their data. Learn to separate the signal from the noise. Like we are with our audio data"  
[X Link](https://x.com/getoro_xyz/status/1950635225165566055)  2025-07-30T19:10Z 48.4K followers, 21.5K engagements


"Thanks to YOU our community we are one of the leading platforms aggregating data from wearables social platforms and more. We will make sure to reward ALL users who have provided high-quality useful data that model providers want. It's ALL about quality not quantity"  
[X Link](https://x.com/getoro_xyz/status/1952422902134972837)  2025-08-04T17:34Z 48.4K followers, 20.8K engagements


"A lot of people have been asking us. what does my data power At ORO we help power multimodal AI models broadly. Reasoning Voice Video and soon. other verticals 👀 Why Multimodal Because it's the space that centralized players can't and won't attack. The world of video audio long-tail data from wearables. only a platform like us can aggregate it. And we're the only one working with the leading labs. First-mover advantage in effect"  
[X Link](https://x.com/getoro_xyz/status/1953830949617115438)  2025-08-08T14:49Z 48.4K followers, 15.8K engagements


"Hot take: current staffing platforms wont survive the next gen of AI data. AI data gravity is shifting to RL + RFT for enterprisesaligning models + agents to new high-value use cases. The playbook: own uniquely valuable data at scale build RL environments with enterprise scale their product intelligence. Relying on human labor alone Short-term win long-term margin killer + commoditization"  
[X Link](https://x.com/getoro_xyz/status/1953888169234960527)  2025-08-08T18:36Z 48.4K followers, 14.9K engagements


"The future of AI is the entire economys trivial work being automated. That means agents trained on real-world real-time dataacross voice & other modalities. To get there they need gyms. ORO builds those gyms to capture the important (private) data An OpenAI executive expects the entire economy to become an Reinforcement Learning Machine. This implies that AI might train on recordings of how professionals in all fields handle day-to-day work on their devices. Details on this new era of AI training: AI developers are An OpenAI executive expects the entire economy to become an Reinforcement"  
[X Link](https://x.com/getoro_xyz/status/1970171426154934622)  2025-09-22T17:00Z 48.4K followers, 30K engagements

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