Franxezka ezka

The future of AI will built on real-world data, not just simulations Platforms like ORO are helping unlock this future by powering hundreds of millions of real-world data points Next generation of AI systems will Learn from how the world actually works,& this shift is happening

@RubiGlobal Why can't I still do KYC even though I've updated the apps twice? What should I do with the KYC validator?

⚡️ KYC Fee Reduce. 🌍 Global Fee • Priority 3 = 2 RBL • Priority 2 = 3 RBL • Priority 1 = 4 RBL. 🇻🇳 VN Fee • Priority 3 = 4 RBL • Priority 2 = 6 RBL • Priority 1 = 8 RBL 👉 Begin at SEP 15th

ORO AI is at Solana Accelerate AI Miami during Consensus 2026. If you're building AI agents that need more than recycled internet data, reach out to our Head of Ecosystem @markkmii. We’re exploring what teams across this ecosystem are building and where real-world data can unlock better agents. We’re helping teams train on real-world voice, behavioral, and interaction datasets sourced from live user activity.

new article on data markets from the ORO and Midcentury team 👇

Egocentric vision data tasks for world models coming soon Most AI is trained on third-person data, but real-world agents work from within the environment That’s why they fail outside controlled settings We’re making it possible for you to contribute to this data Read more👇

@AISentient_net what's update here

Did you know VC funding actually ticked up in June? 👀 Crypto startups raised $1.15B across 140 deals, with: ⬆️ +3% more capital ⬆️ +9% more deals (vs. May’s $1.12B / 129 deals) Not quite March madness yet, but money’s moving again 💰 Will IDOs start warming up? 👇

Native Vietnamese speakers 🇻🇳 An opportunity is coming soon to the ORO Community Discord. More details will be shared shortly. Link in the comments

The Figure AI robot demo looks great but, that’s not a real home. 🔸Try spilled juice on the floor. 🔸A toddler’s toys everywhere. 🔸The family dog having an accident Robots trained on perfect environments won’t survive real life. They’ll need messy, real-world data.

If you aren't hanging out in the @getoro_xyz Discord, you're missing out on some serious AI alpha The ORO community never sleeps⚡ Check the calendar—we’ve got AI building, AMAs, and Karaoke sessions happening all week long. Come for the tech, stay for the fam. Let's get it!🚀

AI needs real data from people With @getoro_xyz help, you can build a global network for user-contributed data & help shape the future of AI while keeping ownership of your data It’s a new model where individuals participate directly in the AI economy — not just the tech giants

@YDjoula81 @getoro_xyz what do you mean? no verify in this website sir

@call_ace_HUDL @getoro_xyz How can I verify this?

Just checked my status on the ORO leaderboard and the grind is paying off 🔥 🔸Level: 58 🔸Total XP: 103,710 🔸XP Rank: #116 🔸Gold Nuggets Rank: #87 🔸Total Gold Nuggets: 560 Still pushing toward Level 59 — only 3,928 XP left 💪 Who else is climbing the ranks? @getoro_xyz

@markkmii im using sometimes Gemini Ai 😅

Is your Gemini AI or ChatGPT becoming a commodity? Spot on about expert feedback loops, Garrett. But there's a bigger picture. AI's real edge comes from the data it's trained on and the constant learnings pulled from real use. Pre-training stage first. Models eat up massive text from Common Crawl, books, websites. They learn by guessing the next word over and over. That builds basic understanding and broad knowledge. Most models pull from the same public internet scraps. Shared data means similar smarts and outputs everywhere. Post-training stage follows. Fine-tuning uses prompt-response pairs to teach specific skills. RLHF (Reinforcement Learning from Human Feedback) goes deeper. Humans compare model answers to the same question and rank them best to worst on correctness, helpfulness, or natural style. The model retrains on these preferences to choose better next time. More quality feedback means smarter, safer decisions. This makes AI actually useful in jobs like medicine or law. For robotics or voice agents, though, human rankings hit limits, that's where environment feedback takes over. The Edge: Public data commoditizes fast. It blends everything together. Focus on owning the data plus feedback loops. Continuous learning from proprietary sources and feedback creates real difference towards real-world AI. Big labs hunt exclusive data for the same reason. They want you choosing their product over others.

@getoro_xyz gmOro

The future of Real world AI is being built right now Platforms like @getoro_xyz are showing how users can securely contribute data while helping power the next generation of AI technlgs It’s exciting to see supporting real innovation This project has potential — To the moon🚀

X adding “Made with AI” labels does more than flag AI slop. It injects signal into a feed flooding with synthetic content & gives labs cleaner metadata for training But this also highlights something bigger: AI needs provenance at the data layer, not just labels on the surface

In today’s AI-driven world, data is the new gold💰 with @getoro_xyz, you can benefit directly from your own ORO’s empowers individuals to securely contribute quality data, help advance AI models, & earn rewards for participation Data is valuable — treat it like ur digital Bank

ORO is building the foundation of real-world AI-and it’s something you’ll want to watch @getoro_xyz AI is evolving fast, but real-world impact takes more than algorithms — it takes infrastructure,vision, & community That’s exactly what ORO's doing Explore & Join the platform

@NataliyaBay @getoro_xyz @1by1_ gmOro Nataliya

This thread is not for those chasing quick moves. If you’re here for “when pump?” - you can stop reading now. ORO isn’t built for that mindset. @getoro_xyz #OROai #AI @1BY1_

@_WhatDaFuk That's the kind of wife K-2 wants i think 😅

GM, friends 🌿☁️ The morning is quiet and gentle, like the world is softly waking up. 🌾 Take a deep breath, feel the calm around you, and let the day unfold slowly. 🍃 Wishing you a peaceful start, full of little moments of ease. 🌸