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𝗪𝗵𝘆 𝗔𝗜 𝗙𝗮𝗶𝗹𝘀 𝗕𝗲𝗳𝗼𝗿𝗲 𝗜𝘁 𝗘𝘃𝗲𝗻 𝗦𝘁𝗮𝗿𝘁𝘀
Most blame “bad data.”
But the real issue?
The people labeling it often don’t understand how models learn.
That’s why @PerleLabs focuses on model-aware data work.
English
Model Xn
537 posts
Model Xn
@modelxnbd
Full-time Web3 professional & final year Management student. Passionate about decentralization, networking, and AI. Building for the future.
Rajshahi, Bangladesh Katılım Kasım 2024
69 Takip Edilen78 Takipçiler
English
Model Xn retweetledi
How can I even express how I’m feeling? 🥳
I can’t tell you how happy I am right now 🥰
I am now officially a @billions_ntwk Ambassador 💙
I joined this project one year ago, and since then, I’ve been posting about Billions every day until now.
You guys have also supported me so much ✨
This is not just my success, it’s your success too, because your support means so much to me. Thank you, guys.
Love you all 💙✨
Billions@billions_ntwk
English
𝐣𝐮𝐬𝐭 𝐝𝐫𝐨𝐩𝐩𝐞𝐝 𝐚 𝐯𝐢𝐝𝐞𝐨 𝐚𝐛𝐨𝐮𝐭 𝐩𝐞𝐫𝐥𝐞 𝐥𝐚𝐛𝐬.
went through what they are building and why it actually matters in the ai space.
also touched on the team background and the token side to give a full picture.
then got into ai data topics like why training data quality is so important.
how synthetic data loops can slowly break models.
and why real human expertise still matters for complex datasets.
also shared how reputation systems can make data pipelines more reliable.
ended the video with my own journey so far.
what i worked on what i learned and how the whole experience felt.
honestly it feels different from most platforms.
not just about rewards it actually feels like something real is being built.
#perleai #toperle
— participating in @PerleLabs community campaign
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🏠✨ After @PerleLabs grinding through the journey and finally unlocking the Navigator role… he’s coming back home.
Not just as the same person—but upgraded, recognized, and leveled up. 🚀
As he steps closer to his house, his two sisters spot him from a distance… and without a second thought, they run toward him with pure joy. 💫
This isn’t just a return—this is a moment of pride, growth, and achievement.
From earning a role to becoming a symbol of progress in the Discord journey.
💭 “From beginner to Navigator… the journey was worth every step.”
#PerleAI #ToPerle
— participating in @PerleLabs community campaign
Bhuiyan@Farzana9844
🚨 Big Opportunity to all @PerleLabs community members 🚨 Perle has been building quietly… 🤫 Now it’s your turn to speak 🎙️ 💰 A $55,000 USD1 prize pool 🏆 400+ winners 🎯 Exclusive for Discord family 💭 What is #ToPerle? Share anything about Perle your ideas, vision, creativity, or a message to the team 💡 ✨ If it’s real and yours, it counts. 📌 How to participate: • Post on X (text / meme / image / video) • Use hashtags: #PerleAI #ToPerle • End your post with: “— participating in @PerleLabs community campaign” • Submit here: 🔗 forms.gle/59CDQHKB6AAm5R… 🏆 Rewards: 🥇 Top 1–50 → $350 🥈 Top 51–150 → $200 🥉 Top 151–400 → $50 🎖️ Voyager + Navigator Bonus Pool 📅 Campaign: March 18 → March 27 💬 Your voice matters. 📖 Your story matters. Let’s make noise for Perle 🔥 #PerleAI #ToPerle — participating in @PerleLabs community campaign
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@PerleLabs Eid Mubarak 🌙
Respect to those who work silently, lead strongly, and hold everything together.
Your impact goes beyond what words can express. 🤍
@Robertowallau @Eazyxbt @xlordiot @stwghthaiquocx @ThiagoGoooooon
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Eid is not just a celebration, it is a quiet reset of the heart. It is a reminder that there is a space behind every identity where no one is a stranger. We are not trying to erase our differences. We are trying to rise above them.🌙@PerleLabs
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True intelligence shouldn't create a gap, but build a bridge of understanding. One day, technology will not define who belongs, but remind us that everyone does. Thrilled to be part of the @PerleLabs community campaign!
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QME
Perle has been building in silence for a while, but now it’s time for the community to take the mic!
We’re launching the #ToPerle Community Voice Campaign with a $55,000 prize pool for our @PerleLabs family. Here’s how you can get involved and win.
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The true strength of AI is not in the code, but in the data. However, high-quality data is a problem that is currently in short supply. @PerleLabs is filling this void by developing a “Sovereign Data Layer” on the Solana blockchain that promises to redefine the future of AI.
Model Xn@modelxnbd
.@PerleLabs is developing another form of the DePIN model for AI data. Rather than focusing on the volume of contributions, this model focuses on verified and quality contributions. This will give rise to a better data pipe and value sustainability.
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The biggest hurdle for AI right now isn't the tech it's the data. Most of it is unverified or low-quality. That’s where @PerleLabs comes in. Founded by Scale AI veterans, they’re bringing a much-needed layer of trust and accountability to AI development.
Model Xn@modelxnbd
The true strength of AI is not in the code, but in the data. However, high-quality data is a problem that is currently in short supply. @PerleLabs is filling this void by developing a “Sovereign Data Layer” on the Solana blockchain that promises to redefine the future of AI.
English
QME
Huge updates coming out of @PerleLabs !
$PRL has officially been added to the Coinbase public listing roadmap. This is a massive step toward trading support, though the team is still checking off the final liquidity and tech requirements before the big day.
Model Xn@modelxnbd
The biggest hurdle for AI right now isn't the tech it's the data. Most of it is unverified or low-quality. That’s where @PerleLabs comes in. Founded by Scale AI veterans, they’re bringing a much-needed layer of trust and accountability to AI development.
English