Nazma Akter

Feels strange when you think about it. We trust AI more and more every day… but we don’t really know where its data comes from. That’s the gap. Now AI is not just answering questions. It’s being used in healthcare, robotics, and real-world decisions. If the data is weak or unclear, the result can be wrong. Perle is trying to fix this from the root. They bring real experts into the process, people who actually understand what they are working on. They also keep track of the full data journey, so everything can be checked and traced later. And instead of rewarding speed, they focus on quality and long-term reputation. So now, data is not random anymore. It has a clear source. Decisions are not blind anymore. They can be followed. This feels like a more honest way to build AI. If AI is going to be trusted, the data behind it needs to be trusted first. That’s where @PerleLabs is heading. Still early… but this direction feels right. — participating in @PerleLabs community campaign #PerleAI #ToPerle

@NekiWeb3 Good night fam, rest well and recharge.

Good night fam 🥱🌃 Logging off. No alpha beats a clear mind. See you on the timeline tomorrow. 🌙

Curious how others see this… does data quality matter more than the model itself?

Feels strange when you think about it. We trust AI more and more every day… but we don’t really know where its data comes from. That’s the gap. Now AI is not just answering questions. It’s being used in healthcare, robotics, and real-world decisions. If the data is weak or unclear, the result can be wrong. Perle is trying to fix this from the root. They bring real experts into the process, people who actually understand what they are working on. They also keep track of the full data journey, so everything can be checked and traced later. And instead of rewarding speed, they focus on quality and long-term reputation. So now, data is not random anymore. It has a clear source. Decisions are not blind anymore. They can be followed. This feels like a more honest way to build AI. If AI is going to be trusted, the data behind it needs to be trusted first. That’s where @PerleLabs is heading. Still early… but this direction feels right. — participating in @PerleLabs community campaign #PerleAI #ToPerle

I think most people ignore where AI data actually comes from.

@MarMalova We trust outputs, but not the data.

@nazmacrypto1 We trust algorithms to diagnose diseases and manage our capital, but we often don’t understand how they learned

@andawey12 Reliable AI needs strong verified data.

@nazmacrypto1 This is the kind of infrastructure that makes AI reliable in critical sectors

@queen_cosmos22 Real experts make AI truly trustworthy.

@nazmacrypto1 PerleLabs is making AI trustworthy by tracking data from real experts

@OGFIGO Quality data makes AI actually reliable.

@nazmacrypto1 Trusted data matters, Perle focusing quality, traceable inputs improving AI reliability

@Wilsonpablo108 Trust starts with real, verifiable data.

@nazmacrypto1 Perle is setting the standard for trustworthy AI by focusing on quality, traceable data from real experts.

@AlAminDrops @EdgenTech Email login adds real security and flexibility.

This is actually a big update from @EdgenTech Email login is now live - and it changes things. I tested it myself 👇 1️⃣ Continue with email 2️⃣ Enter your email (same as X) 3️⃣ Check inbox → get code 4️⃣ Verify → done If it’s the same email: • Account syncs automatically • No data loss Before → fully dependent on X Now → email = backup access Simple, but important. 👍

@burhan1331 @billions_ntwk Real utility projects win in the long run.

Good night sweetie💐 The technology from @billions_ntwk has now reached around 9k partners This number is expected to keep growing, especially with their latest AI agent technology that offers a unique verification system where each agent can only be owned by one person (one human, one identity) This agent is useful for securely storing your personal data and can be easily used whenever you need verification, even for things like opening a bank account. The future with Billions looks truly promising Look for projects that have real substance and long-term utility, so your investments can deliver meaningful results over time. gBillions🩵

@0xDeviron @opensea Rushing TGE kills projects, timing matters more.

Been thinking a lot about the current market lately, especially with all the FUD around @opensea One question came to mind What’s actually better for projects right now: push a TGE at any cost, or wait for a bull market? But if it’s the second option - no one knows how long that wait could be

@_Izuweb3 @permacastapp Context plus permanence builds lasting value over time.

Let's do more tomorrow fam 🌔 What makes @permacastapp powerful isn’t just permanence it’s context. AI doesn’t just keep your content alive it helps connect it, organize it and make it relevant over time. That turns isolated posts into an evolving knowledge graph owned by the creator PermawebDAO doesn’t just fund projects it embeds them into the ecosystem. Incubation here means giving builders the tools, network, and permanence layer to actually survive. @0G_labs now rethinking who gets paid in the AI pipeline Today big companies capture most of the value. 0G creates room for contributors at every layer data providers, compute providers and model builders.

@Shahzadi95983 @Bybit_Official Easy entry, creators can win big here.

Bybit X Contest: Amplify & Win | Epic Creator Opportunity! @Bybit_Official campaign “Amplify & Win” is ON FIRE ends March 24, 2026, 23:59 UTC! Don't miss out transform your posts & reposts into real USDT rewards! Why Jump In Right Now? → No trading required for main entry → 100% creator-focused: content + reposts = massive winsQuik Steps to Enter → • Sign up on Bybit (use my link for extra perks!) • Link your X profile in Bybit settings • Post why everyone should join Bybit • Include #BybitAmplifyWin • Register on the official campaign page How to Win Big ➤ Repost Leaderboard → Top spots by reposts alone → Up to 1,000 USDT for the #1 creator! ➤ Lucky Draw → Extra USDT drops for every linked + posted entry Sign up fast & get started here: bybit.com/invite?ref=QRW… Campaign details: bybit.com/en/promo/campa… Tag @Bybit_Official| Share your post below #BybitAmplifyWin

@nakatahiro28 @wallchain Real attention is the new onchain currency.

See you tomorrow, X fam 👋 Been diving deeper into @wallchain lately, and their AttentionFi direction is honestly impressive. The recent buyback of 50 Quack Heads NFT and then redistributing them through community event and incentive (like the Easter Hunt for 2 NFT + clipping contest) instead of just letting them sit in the treasury is such a smart move. It keep the ecosystem active and reward real participant, not just passive holder. Quack Head now even act as multipliers on the Mindshare leaderboard, which is a nice touch. The integration of Encifher (Encrypt Trade) into the trading reward program is another solid step forward. Privacy first cross chain bridging, fee discount, up to 20% referral kickback, and cashback reward really attractive for anyone moving liquidity across chain. What stands out the most to me is the AI driven mindshare tracking via Meridian. It filters out bot noise and spam pretty effectively, so actual high quality engagement gets rewarded. Combine that with X Score and dynamic project leaderboards (Covalent, Genome, ApeCoin, etc.), and this could genuinely reshape how influence and attention are measured in Web3. Payout are already happening, million distributed in 2026 across campaigns and quacker. Momentum is building fast. @wallchain is clearly focused on aligning incentives with real participation, which is exactly what AttentionFi need. Still early, but it definitely feel like something big is forming. Quack on 🦆

@DuroSolo1 @River4fun Stay consistent, don’t change username during campaign.

Do you know that River4Fun returns in Season 4 as $RIVER dedicated social participation initiative, designed to reward active community engagement. Participants can earn rewards through tweeting about @River4fun. All social activity is tracked on a daily basis and note that rewards are directly linked to your connected X account. To ensure accurate tracking and eligibility throughout Season 4, participants are strongly advised not to change their X username during this period.

@last_moon88 @KASTxyz TradFi waking up, crypto still early.

Stripe mentioned @KASTxyz in their 2025 annual letter 👀 not a crypto blog. not a CT shitpost. STRIPE. meanwhile your bank is still charging you fees to access your own money while KAST is out here giving 8% cashback and up to 21% APY on SOL staking 💀 the traditional finance guys are taking notes and we're still early

@queen_cosmos22 @wallchain Quality engagement drives real rewards, not spam.

Good evening CT How to earn Quacks? Wallchain looks at more than just how often you post, it actually checks the quality of your content, your account, and how you interact with others. The better and more meaningful your activity is, the more Quacks you earn. It runs daily checks too, so your effort doesn’t go unnoticed or unrewarded. At its core, Wallchain tracks what people are paying attention to in crypto, whether it’s a project or a token, and measures how much influence your account has on that attention. So basically, real value + real engagement = more Quacks.

@Stresch13 Banks entering crypto changes the entire game.

Banks are flocking to cryptocurrency Major banks are already testing crypto asset storage and blockchain-based infrastructure and this isn't just theory - it's happening right now in the coming years, we may see: - crypto assets directly in banking apps - regular accounts + crypto accounts in a single interface - banks as custodians (custodians of crypto) so, you open a bank app - and you'll see crypto (like $ETH $BTC $USDT) right next to your euros/dollars Why are banks going there? it's very simple: the money is already there and of course crypto market is about so much opportunities and interesting solutions if this process takes off on a large scale: - entering crypto will become as easy as opening a deposit - the difficult to understand barrier will disappear - the market will gain new liquidity and most importantly, crypto will become part of the everyday financial system And the question is: When banks will finally enter crypto will this be the beginning of growth or the end of real crypto?

@bitbullnoah Bear markets test real conviction.

how many months does a bear market last? asking for a friend 🫣

@aliorbz @ritualnet From fast compute to trusted compute, real evolution.

Good Evening Creators 🌇 I still remember when GPUs became the backbone of modern AI. Everything started to scale faster, models got bigger, and compute became the real bottleneck. But over time, something felt missing. We were scaling power, not trust. That's where @ritualnet started to make sense to me 🧩 It's not just about running models faster anymore. It's about proving that those models actually ran correctly. Moving from raw compute to verifiable compute changes how we think about the entire stack. GPUs gave us the ability to generate intelligence. ZKPs give us the ability to trust it. From GPUs to ZKPs, the evolution of compute ✨