Kej (❖,❖)

Community isn’t built in momentum. It’s built in perseverance. ❖ This is for those who stay, Through silence, doubt, and disappearing faces. We're still here, because of each and every one of you. ❤️

@Sagar_web3_ @QaziHaris706 @Devarshi8539 @Aakriti9636 @0x_rana @avnisharma91 @MansiTripa86743 @ansarisiddiq876 @Sabitbroo I'm so glad to be one of your moots here. I hope we all achieve success Sagar. You deserve it, truly. ❤️

Gritual guy's While I'm working on Ritual, I noticed today that 472 members of my mutual have followed this project. That's a huge Because I have only 2k followers, out of which 500 people have already joined. This proves that our community is getting stronger day by day and this project will also reach number 1. I would like to tell everyone to keep working hard, everyone will definitely achieve success one day. Just believe in @ritualnet @Jez_Cryptoz @joshsimenhoff

@Choco_vdg @ritualnet @chief_mmorgs @dunken9718 @Jez_Cryptoz @ritualfnd @0xMadScientist @cryptooflashh @joshsimenhoff @Majorproject5 Motion lordyyyyy! Beautiful art Ser.

I forgot I did this beauty for my love @ritualnet Credit to @chief_mmorgs for inspo.

@Choco_vdg @PerleLabs @PerleFDN Clock ittt! Love the breakdown and how you shed some light on Perle's sovereignty. Beautiful writeup, biggest Choco. 👏🏽👏🏽

gPerle people, this is my entry for the campaign, and I wrote this in an easy and fun way to Read. 𝐈 𝐰𝐢𝐥𝐥 𝐛𝐞 𝐓𝐚𝐥𝐤𝐢𝐧𝐠 𝐨𝐧 𝐏𝐄𝐑𝐋𝐄 𝐋𝐀𝐁𝐒 𝐚𝐧𝐝 𝐡𝐨𝐰 𝐢𝐭'𝐬 𝐦𝐚𝐤𝐢𝐧𝐠 𝐀𝐢 𝐥𝐞𝐬𝐬 𝐬𝐮𝐬𝐩𝐢𝐜𝐢𝐨𝐮𝐬. Well, we can't deny Ai is literally doing the most right now. it literally went from creating memes to literally doing surgery and driving cars, isn't that crazy? It's wild. But yeah, I, Choco brought y'all good tea, and as the women will say, clock it. An Ai is only as big a brain as the data it eats. So technically, substandard data = Substandard Ai. good data= A good Ai. That is exactly where Perle labs steps in. For real and take it from Choco that what they're cooking is actually goated. 𝐍𝐨𝐰 𝐲𝐨𝐮'𝐫𝐞 𝐥𝐢𝐤𝐞, 𝐖𝐓𝐅 𝐞𝐯𝐞𝐧 𝐢𝐬 𝐬𝐨𝐯𝐞𝐫𝐞𝐢𝐠𝐧 𝐀𝐢 𝐝𝐚𝐭𝐚 𝐭𝐡𝐨?? So yeah, from choco's knowledge, having a sovereign Ai data is basically about not being a victim to sketchy data brokers. It means a business actually owns their stuff & knows it’s 100% legit. For some time now, tech bros were just buying random data, like who even labeled that data?? some random guy or company in a basement? Lol. if you are building an Ai for like, real life stuff, a bad data point isn't just a 𝐦𝐲 𝐛𝐚𝐝 or 𝐈'𝐦 𝐬𝐨𝐫𝐫𝐲 𝐢𝐭 𝐡𝐚𝐩𝐩𝐞𝐧𝐞𝐝, it’s literally catastrophic. Sovereign data fixes this and gives you hardcore receipts on exactly where the data came from and makes the Ai way safer and less biased. Ws in the chat boys (in cataefe's voice) 𝐖𝐞𝐥𝐥, 𝐟𝐫𝐨𝐦 𝐰𝐡𝐚𝐭 𝐲𝐨𝐮'𝐯𝐞 𝐫𝐞𝐚𝐝, 𝐲𝐨𝐮 𝐤𝐧𝐨𝐰 𝐢𝐭'𝐬 𝐚 𝐠𝐞𝐧𝐢𝐮𝐬 𝐢𝐝𝐞𝐚 𝐫𝐢𝐠𝐡𝐭? Can't lie, my brain literally expanded when i realized Perle just fixed the worst part of data labeling, correcting the old way which was paying randoms to click fast, meaning the quality was absolutely bad. Perle is changing the whole stuff, they use the Solana blockchain to get literal experts (like actual MDs and engineers) to label stuff. and guess what? It's all done onchain. They make an unbreakable receipt for EVERY. SINGLE. DATA POINT. meaning a company can trace an Ai's vibe back to the exact Giga brain who taught it. It’s not just an app, it's the whole trust layer for future Ai. 𝐀 𝐥𝐢𝐭𝐭𝐥𝐞 𝐭𝐢𝐩 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐏𝐄𝐑𝐋𝐄 𝐓𝐄𝐀𝐌 This is to the big brains at Perle You guys are literally building the spine for next generation AI i.e. real human verified data is absolutely the play. But to be honest, one tiny piece of unsolicited advice before u guys go to the moon?  ~ It may be prudent to refrain from using complex Web3 terminology when addressing executives who may not be familiar with such concepts. ~ While we can't lie that your on chain technology demonstrates significant advantages in terms of transparency and payouts, the use of cryptocurrency related jargon may be off putting to conventional CEOs. ~ Please ensure the software is seamlessly integrated, providing users with a smooth and intuitive experience. ~ Allow the blockchain to handle complex processes in the background, while your high quality expert data takes center. Good tech you're building, happy to be a user also. Thank you for Reading. ⛧ participating in the @perlelabs community campaign #ToPerle #PerleAI

@Choco_vdg @PerleLabs I'll mark this day!

@PMemoye @PerleLabs I dare not supermum 🤣

gPerle 😂 ✧ participating in the Perle labs campaign #ToPerle #PerleAI

@Softieeexx @PerleLabs Lovely video, Softie. ❤️

This is bigger than what people think. AI is already making decisions that affect real lives… healthcare, finance, security, even what information you see every day. But here’s the uncomfortable truth: Most of these systems are trained on data we can’t fully trace, verify, or trust. And that’s a problem. Because in the real world, bad data isn’t just an error… it has consequences. •A medical AI trained on flawed data can misguide diagnoses •A financial model can make decisions based on biased or manipulated inputs •An autonomous system can fail in edge cases it was never properly trained for That’s not a future problem. That’s already happening. I’ve been watching Perle Labs for a while now and that is the gap Perle is closing. Not faster data. Not cheaper data. Trusted, accountable, expert-verified data. Where: •Experts, not random crowds, do the work •Every contribution is tracked and auditable •Reputation is built on accuracy, not speed And in a world moving toward high-stakes AI… That changes everything and that why I’m participating in @PerleLabs community campaign #PerleAI #ToPerle

@coffeedegen @elifhilalumucu @canozfuttu @joshsimenhoff @mongdiny7 @0xMadScientist @Jez_Cryptoz @cryptooflashh @dunken9718 @Majorproject5 You're amazing, Coffee!

A few weeks ago… I built an AI agent. I had little to no background in coding or AI, so this was something completely new to me. It started on Feb 21 during a Ritual Academy session with Elif (@elifhilalumucu) and John (@canozfuttu). They showed us how AI agents work, and for the first time, it felt like something I could actually try learning. Then on March 7, the Siggy Soul Forge event was announced. Build your own AI agent. Top 10 gets a Ritty upgrade. I thought, “why not give it a shot?” So I went all in. Rewatched the session, watched tutorials on YouTube and TikTok, googled everything. I spent days fixing bugs I didn’t understand, tweaking responses, and figuring out why my bot wasn’t replying… until I realized I needed API tokens 😅 I learned how to deploy on Vercel, adjusted the UI, and tried to make something that felt right for Ritual. Slowly, things started to make sense. Then people started testing my bot. 18.9M tokens used. 12,633 requests. That moment hit me. The Zealots are really testing my bot. And for me, that made all the effort worth it. This whole experience made me realize I can build more than I thought. Maybe this is just the start. Thank you Ritual, and thank you Elif and John for the guidance. And to everyone who used my bot… thank you 💚 #gRitual | @ritualfnd | @ritualnet |

@kennethplc_ @GenLayer Thank you so much for watching. ❤️

@PMemoye @GenLayer Knowledgeable, thank you for sharing Kej bby

If you're quite unsure about #TestnetBradbury, which is @GenLayer's live Testnet, I've briefly covered it in my vlog, so dive in with me! 😊 For builders, validators.. explorers, do well to participate in Bradbury's Live Hackathon, there's like 10 days left so you've still got a chance to partake of the $5,000 prize pool. Kindly visit portal.genlayer.foundation/#/hackathon/ to register. ❤️

@dotmantissa I don't believe you. 😑

@PMemoye I know nothinggg. 😭

ask me why I'm learning Dart by this time. 🙂

@dotmantissa Senseiiiiii! You know it! Come teach me, idolo. 🥹

@PMemoye Because you want to Flutter? 🫣

ouu, we trending!! It's Mochi szn baby! What better time than during #TestnetBradbury ✓ Builders... hop in to the hackathon! ✓ Builders' friends/relatives, invite builders and earn points passively. LFG!

@AbrahamJT9 JT 🫵🏽

Who's a man that can't even keep the promise he made to himself 🥺

@zasswff_ @ritualfnd @ritualnet Ykb Cheaster ❤️

@PMemoye @ritualfnd @ritualnet community built in perseverance👀

Community isn’t built in momentum. It’s built in perseverance. ❖ This is for those who stay, Through silence, doubt, and disappearing faces. We're still here, because of each and every one of you. ❤️

@direumatteul @ritualfnd @ritualnet Exactly right ser ❤️

@PMemoye @ritualfnd @ritualnet real ones stay through every phase

@BigIJ_ @ritualfnd @ritualnet Thank you mami ❤️

@PMemoye @ritualfnd @ritualnet This is lovely, Gritual kej

@Biglegend008 @ritualfnd @ritualnet Thank you so much ❤️

@PMemoye @ritualfnd @ritualnet Great work buddy.

@starknight50x @ritualfnd @ritualnet gRitual Star 🤗

@PMemoye @ritualfnd @ritualnet Gritual fam