Jide
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Jide retweetledi
Jide retweetledi
How @shelbyserves Is Redefining Data Accessibility
In a world where teams collaborate globally, applications serve users across continents and AI agents operate around the clock, data should not be constrained by regional boundaries
Shely's vision is to simplify this model through a globally accessible data layer.
The idea behind write once, read from anywhere on Earth is that data can exist as a single, reliable source while remaining available to users, applications and AI systems worldwide.
For AI, this is especially important, models and agents depend on fast access to high quality information regardless of where they are deployed.
By reducing friction between data creation and data consumption, Shelby is building infrastructure that supports a more connected, scalable, and globally accessible future.
The future of data is not regional, It is distributed, accessible and available wherever innovation happens
Shelby serves
Castro@Femi_J1
GM CT Most significant challenges facing the AI industry today is data provenance and ownership. For years, major the industry prioritized scale, collecting larger datasets and building more powerful models. However, as AI becomes integrated into enterprise systems, financial markets, media platforms, and regulated industries, transparency is no longer optional. This is the gap @shelbyserves aims to address, by transforming datasets into verifiable digital assets Shelby envisions a future where data carries a transparent record of its provenance, ownership, permissions, and usage history. Rather than treating training data as an opaque resource, it becomes a traceable and auditable asset that can be trusted by developers, businesses, and regulators alike. The implications extend far beyond legal compliance. Verifiable data can improve AI reliability, reduce risks associated with copyrighted or unauthorized content, strengthen governance frameworks, and create new opportunities for data contributors to receive recognition and value for their contributions. Shelby serves
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Jide retweetledi
GM CT
Everyone talks about faster payments.
Almost nobody talks about reconciliation.
Yet reconciliation is what businesses spend countless hours doing every day.
A payment without context creates work.
A payment with context creates efficiency.
That's why @arc 's transaction memos are interesting.
They bring structured data directly into onchain financial workflows, making stablecoin payments easier to track, attribute and integrate with existing systems.
The next wave of adoption won't come from faster transactions alone.
It will come from making blockchain payments fit seamlessly into real business operations.
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Jide retweetledi
Here we go again guys!!!
The Nigeria regional @PrismaXai space episode 8
Featuring: @Julzcrypt x @Femi_J1
Time: 7:30 WAT
Venu: X
We will be discussing the latest happiness on PrismaX.
Come with your questions and suggestions.
Set reminder here: x.com/i/spaces/1YGNr…
Julz@Julzcrypt
We go again guys!!! The 7th Episode of the PrismaX Community space. Venu: X Time: 7:30 WAT Featuring: @Julzcrypt x @Femi_J1 If you need clarity on how to control the robot arm don't miss this. Come with your questions and kindly use the link below to set a reminder 👇🏻 x.com/i/spaces/1DxLd…
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Jide retweetledi
🎉 One year of PrismaX! 🥳✨
Over the past year, @PrismaXai has supported me so much from the very beginning until now, every step of the way. So I thought, why not gift PrismaX a short animated movie for its first Birthday?
And just like that , I’ve been working on this movie for the past month.
Created scenes, deleted them, created again… you all know how many glitches come with AI video scenes! 😅
But finally, it’s here Cry Baby: In the World of Lights 🌍🤎
Here’s a glimpse, in this trailer 👇
🎬 I’ll give the movie its final touches and upload the full version soon.
Lots of love to the whole PrismaX team you’ve truly built the bridge between robotics and humans.
@PrismaXai @vivianrobotics @MaxC16134 @castorhat @chynaqqq @shayebackus
Crybabe@0xCrybabe
GPrisma 🤎 Yesterday's #7 Pak Regional Event on PrismaX was pure chaos in the best way possible 🔥 The game was Guess the Word? and the entire VC was full of energy. Huge respect to @xYoungOldmanx ❤️ Even though he wasn't feeling well, he still showed up and started hosting. That dedication deserves appreciation 👏 Then @0xJv_Damon took over and absolutely nailed it . The laughter, random guesses, endless teasing, and crazy moments had everyone rolling. Special love to our friends from the Indian region♥️ who joined too 20+ people together felt like one big family. 🏆 Winners: 🥇 Doctor Dynamite @ahsan_Crypto3 : Sharp thinking, lightning fast answers, and nonstop confidence throughout the game. You truly earned that first place and entertained everyone at the same time 🔥 🥈 Adnan @Adnansouthern : Calm, consistent, and super impressive performance. You stayed focused till the end and made the competition even more exciting 👏 🥉 crybaby : Now what do I even write about myself? I'm just a genius 😂 Shoutout to @xYoungOldmanx , @0xJv_Damon , crybaby ( ME ) , and @Ash9_0 for making the event unforgettable. This is why I love this community. More laughs, more memories, more Mondays together PrismaX Zindabad 🤎 @PrismaXai @vivianrobotics @MaxC16134
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Jide retweetledi
The Episode 8 of regional AMA on @PrismaXai will be live again today
We will be discussing the latest happenings on the project
Time: 7:30pm
Hosting with: @Julzcrypt
Space link: x.com/i/spaces/1YGNr…
See you there
gPrisma
Castro@Femi_J1
GM CT The episode 7 of everything about @PrismaXai regional space will be going live today Topics of the day would be on what is coming up on the project, Tele operations, service layer and lots more Hosting with @Julzcrypt Set your reminder: x.com/i/spaces/1DxLd… Time: 7:30pm Nigeria Time See you there gPrisma
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Jide retweetledi
Ready for Nigeria regional discussion
bobbilee | Arc Architects Lead @ Circle@bobbilee
three more @arc house regional chapter discussions to go this week... Jun 17 🇳🇬 Nigeria | 10 AM ET / 3 PM WAT Jun 18 🇮🇳 India | 10 AM ET / 7:30 PM IST 🇹🇷 Turkey | 1 PM ET / 8 PM TRT apply to join in the region you reside!
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Jide retweetledi
𝐇𝐎𝐖 𝐓𝐄𝐋𝐄 𝐎𝐏𝐄𝐑𝐀𝐓𝐈𝐎𝐍 𝐏𝐎𝐖𝐄𝐑𝐒 𝐓𝐇𝐄 𝐏𝐑𝐈𝐒𝐌𝐀𝐗 𝐄𝐂𝐎𝐒𝐘𝐒𝐓𝐄𝐌
When most people think about teleoperation, they think about controlling robots remotely. But within @PrismaXai , teleoperation is much bigger than that.
It is the starting point of a data driven ecosystem designed to accelerate the development of Physical AI.
1. 𝐑𝐨𝐛𝐨𝐭 𝐅𝐥𝐞𝐞𝐭: 𝐓𝐡𝐞 𝐒𝐨𝐮𝐫𝐜𝐞 𝐨𝐟 𝐑𝐞𝐚𝐥 𝐖𝐨𝐫𝐥𝐝 𝐃𝐚𝐭𝐚
PrismaX provides access to a diverse fleet of robots, including humanoids, robotic arms, quadrupeds and other specialized machines.
These robots operate in different environments and perform different tasks, creating opportunities to collect a wide variety of human demonstrations.
Without teleoperators interacting with these robots, there would be no real world data for the ecosystem to learn from.
Robot Fleet → Human Interaction → Data Generation
2. 𝐃𝐚𝐭𝐚 𝐂𝐨𝐥𝐥𝐞𝐜𝐭𝐢𝐨𝐧: 𝐓𝐮𝐫𝐧𝐢𝐧𝐠 𝐀𝐜𝐭𝐢𝐨𝐧𝐬 𝐢𝐧𝐭𝐨 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞
Every movement made by a teleoperator becomes valuable training data.
Whether it’s:
→ Picking up an object
→ Navigating a space
→ Manipulating tools
→ Completing a task sequence
The system records these actions and converts them into datasets that can later be used to train AI models.
The more diverse and high quality the data, the better the learning outcomes for future robots.
This is why teleoperators are often described as the teachers of robotic intelligence.
3. 𝐃𝐚𝐭𝐚 𝐕𝐚𝐥𝐢𝐝𝐚𝐭𝐢𝐨𝐧: 𝐄𝐧𝐬𝐮𝐫𝐢𝐧𝐠 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 𝐌𝐚𝐭𝐭𝐞𝐫𝐬
Collecting data is only half the process, for AI systems to learn effectively, the data must be accurate, consistent, and reliable.
This is where validation becomes critical.
Poor quality demonstrations can lead to poor model performance, while high quality demonstrations help create more capable robotic systems.
As PrismaX expands, human reviewers and validation systems will play a major role in ensuring the ecosystem maintains high data standards.
gPrisma
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Jide retweetledi
Big week for the PRISMAX community and I had to share this.
Three of my guys just got promoted to Groundbreaker, @El_Retinz , @Femi_J1 and @Julzcrypt .
If you’ve been around the community long enough you know these names.
Months of consistent contribution, quality content, showing up when it mattered.
Very well deserved.
And two community members just got selected as Regional Ambassadors,@IdaraAkpabio882 from our community and @FahddEth from the Egypt community.
Out of 1500+ applications, these two made the cut in the first cohort.
That says everything.
Congrats to all five.
This is what long term commitment looks like. 🙌
On another note, @PrismaXai just launched a Data Validation channel in Discord.
This is dedicated to selected testers sharing testing results, feature validation findings, bugs and edge cases discovered during testing, teleoperation insights and observations that could help improve the platform.
The community is now directly involved in shaping what gets built.
Testers with access to experimental features can share what they’re finding in real time, constructive feedback, knowledge sharing, all feeding into the future of Physical AI.
Two things happening at once, people being recognized for long term contribution and the platform opening up deeper involvement for serious contributors.
This is what the next chapter of PRISMAX looks like.
ɴᴅᴜᴋᴀᴍ ⛄️@ndukam14
Back in February I made a post breaking down the PRISMAX role progression system. If you missed it you can check it on my X pinned post. @PrismaXai dropped the official full guide and there’s more detail now, especially around Groundbreaker which is the highest role in the system. The progression hasn’t changed. → Reactive → Assistive → Proactive → Exploratory → Stabilized → Navigational → Groundbreaker Seven roles. Same structure I covered earlier. But what’s new is how detailed they’ve gotten about what Groundbreaker actually requires. To get there from Navigational you need to meet at least 3 contribution dimensions in one month, content, community growth, user support, regional building, product feedback or community safety. At least one of those needs to show outstanding performance. And once you have it you have to keep earning it. Minimum 180 minutes of teleoperation per month to maintain the role. Miss that without telling the team and it gets reviewed. Two consecutive cycles of inactivity and you drop back to Navigational. The benefits though, up to 60 minutes of exclusive teleoperation per week and priority consideration for the Ambassador Program. Like I said in my earlier post, quality matters more than volume but consistency still counts. That hasn’t changed. The full guide just makes it clearer how far that principle goes all the way to the top. Roles here aren’t permanent badges. They reflect what you’re doing right now.
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Jide retweetledi
GM CT
Uniswap is coming to @arc
A lot of people focus on transactions, TPS, and block times when evaluating a new chain.
But one thing matters just as much as liquidity.
Without liquidity, users can't trade efficiently
Without liquidity, builders struggle to launch assets
Without liquidity, ecosystems stay isolated.
That's why the Uniswap integration on Arc is bigger than it may seem.
Uniswap isn't just another application joining the network.
It's one of the most battle tested pieces of infrastructure in crypto.
For builders, this means easier token launches, deeper markets and better access to capital.
For users, it means a familiar platform they already trust.
And for Arc, it means taking another step toward becoming a complete stablecoin-native ecosystem rather than just a blockchain.
Infrastructure attracts builders.
Liquidity attracts activity.
Both are needed for an ecosystem to grow.
Let’s keep building
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Building with stablecoins is moving from experimentation to real-world utility.
The combination of Arc infrastructure and Circle tooling gives builders a chance to create applications that feel seamless across wallets, payments, interoperability, and AI-powered agents.
Excited to see what teams ship at ETHGlobal NYC. The next wave of stablecoin-native apps will be defined by user experience, not just technology.
gArc🥂
Arc@arc
We’re in New York for ETHGlobal New York from June 12–14, 2026 with $15,000 in prizes for best submissions. Building on Arc in NYC? We’re looking for stablecoin-native applications built on Arc and with Circle tooling across wallets, interops, App Kit, and the new Agent Stack. Come ship with the team, get hands-on support, share product feedback, and compete for prizes. See you here! ethglobal.com/events/newyork…
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GM CT
Most significant challenges facing the AI industry today is data provenance and ownership.
For years, major the industry prioritized scale, collecting larger datasets and building more powerful models.
However, as AI becomes integrated into enterprise systems, financial markets, media platforms, and regulated industries, transparency is no longer optional.
This is the gap @shelbyserves aims to address, by transforming datasets into verifiable digital assets
Shelby envisions a future where data carries a transparent record of its provenance, ownership, permissions, and usage history.
Rather than treating training data as an opaque resource, it becomes a traceable and auditable asset that can be trusted by developers, businesses, and regulators alike.
The implications extend far beyond legal compliance.
Verifiable data can improve AI reliability, reduce risks associated with copyrighted or unauthorized content, strengthen governance frameworks, and create new opportunities for data contributors to receive recognition and value for their contributions.
Shelby serves
Castro@Femi_J1
GM CT This post from @shelbyserves highlights a growing challenge in the AI industry Many of the datasets used to train today's models lack clear provenance, ownership records, and verifiable rights. For years, the focus was on collecting massive amounts of data to build more capable AI systems, but the question of where that data came from was often overlooked. As AI becomes more deeply integrated into businesses and society, trust in data is becoming just as important as the models themselves. Organizations need confidence that the data powering their systems is authentic, properly sourced, and compliant with evolving regulations. This is the problem Shelby aims to address by transforming datasets into verifiable digital assets. Through provenance, transparency, and accountability, Shelby is helping create a future where data is no longer a black box but a trusted foundation for AI development. In the next era of artificial intelligence, the ability to prove the legitimacy of data may become just as valuable as the intelligence it helps create. Shelby serves
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