Ryanliu

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[Ryanliu @ryanliu82]

Sealed Compute Magic🎩

Ever feel like your data vanishes into a black hole only to pop up when AI needs it? Most systems decrypt your info at use time, exposing you to risks. With ORO, your data never leaves its vault—no surprise peeks, no trust games.

#Web3 #Ai

@getoro_xyz

[Reactive Network @0xReactive]

Reactive Network 101 - The Blockchain That Coordinates Blockchains 🧵

Blockchains today are passive, they only act when you (the user) push a transaction. Reactive Network flips that, It’s a blockchain built for reaction.

The synaptic tissue between every chain, enabling real-time coordination across the multi-chain ecosystem.

[ORO AI @getoro_xyz]

Two weeks ago, OpenAI released GPT-5.

Much of the buzz is about its coding model, now competing with Anthropic’s 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? That’s what ORO is doing

[Ryanliu @ryanliu82]

@getoro_xyz Bullish ORO !

[Ryanliu @ryanliu82]

4. For contributors, it’s simple: link a wallet, pick a quest, submit a clean sample, then earn points tied to usage. Quality beats volume; verified inputs earn more. Labs move faster, contributors get credit, and the data layer finally grows up.

[Ryanliu @ryanliu82]

Fact: data budgets are blowing up. Scale AI may hit $2B in 2025; add Surge, Mercor & friends and total data spend nears $3.5B — mostly for reasoning models.
But multimodal (video, audio, wearables) may be ~10x bigger. Change ahead
@ckxyz_ @dgmonsoon

@getoro_xyz

[Ryanliu @ryanliu82]

3. ORO leans into this: permissioned collection, zkTLS in transit, TEE vaults for processing, and onchain receipts for provenance. High-signal clips and logs stay private while models get only the outcomes they need. Trust rises, leak risk drops.

[ORO AI @getoro_xyz]

Underappreciated fact about frontier AI data:

Scale AI projects $2B revenue in 2025. 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.

[Ryanliu @ryanliu82]

@getoro_xyz gmORO

[Ryanliu @ryanliu82]

And the infra? Battle-tested for global collection and auto-verification. Decentralized, no middlemen. Jump in, share what you want, earn from it. This ain’t just talk—it’s the future of AI data. Who’s got high-quality stuff to contribute? Let’s chat! #ORO

[Ryanliu @ryanliu82]

Hey, @getoro_xyz is onto something big with private data for AI. Think voice, video, wearables—stuff that’s hard to get. They’re aggregating it at scale, filtering for quality, and making sure users stay in control. No more handing over everything blindly.

#ORO #OwnYourData

[Ryanliu @ryanliu82]

What’s cool? ORO works with top labs on multimodal models—like reasoning or voice tech. Your data fuels that, but you pick how it’s used. They reward quality over quantity, so if your audio or logs are solid, you get points. It’s fair, ya know?

[Ryanliu @ryanliu82]

@getoro_xyz gmORO

[ORO AI @getoro_xyz]

Hot take: current staffing platforms won’t survive the next gen of AI data.

AI data gravity is shifting to RL + RFT for enterprises—aligning 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

[ORO AI @getoro_xyz]

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.

[Ryanliu @ryanliu82]

Imagine a world where your data works for you, not some faceless corp. ORO’s making that happen, and the community’s already buzzing. Jump in at https://t.co/thuz6KWoGl and see what’s up. Share your take, shape the future—let’s make this thing ours. #ORO #DataFam

[Ryanliu @ryanliu82]

Ever feel like your data’s just floating out there, doing who knows what? @getoro_xyz is like that friend who’s got your back, saying, “Nah, that’s yours.” They’re building a space where your info—your steps, your tunes, your random thoughts—stays yours.
@ckxyz_ @dgmonsoon

[Ryanliu @ryanliu82]

But here’s the twist: ORO’s not just locking it away. They’re turning your everyday into something bigger. Your data? It’s fuel for AI that actually gets you. And you’re not just along for the ride—you’re steering. Plus, you get points for it. Not bad, huh?

[Ryanliu @ryanliu82]

Seriously, your day’s already full of noise—why let strangers mess with your bits and pieces? ORO’s got your back, keeping it simple. You pick what stays private or what’s worth sharing. No weird rules, no hassle—just you owning your story, easy as that.

[Ryanliu @ryanliu82]

Yo, you ever wonder who’s peeking at your life? Those pics from last weekend, your random searches, all that stuff—it’s like someone’s borrowing it without asking. @getoro_xyz is like, nope, that’s your world. They’re giving you the keys to lock it down.

#DataPower #JoinORO