Zun_dogeVN🇻🇳 (✱,✱)

02:00 AM in GMT+7 and the Fluton Discord is still moving fast. We just wrapped the initial kickoff for the Poker Warrior voucher hunt and it is clear that the community is moving beyond simple participation into active protocol stress-testing. As we transition into this next phase for @FlutonIO the focus is shifting toward Grounded Confidentiality. It is not enough to just hide data; the goal is to ensure that encrypted in1021478084593057893tents remain reliable and verifiable even as they scale across fragmented liquidity pools on $ETH and various L2s. We are looking at how builders can use the Fluton architecture to solve Challenge 1: maintaining state consistency without leakage during high-frequency cross-chain swaps. If you are holding a Fluton Apex Role or managed to snag a voucher code tonight, you are part of the early research cohort helping us document these edge cases before the mainnet sprint begins. The objective is to move from a transparent-by-default environment to a system where privacy is the substrate. We are taking notes from the current testnet behavior watching how users interact with shielded balances and how the coordination layer handles intent routing under pressure. Every bug report and every successful encrypted execution adds a layer of reliability to the stack. We are building the secure infra for the next generation of DeFi agents and it starts with these late-night sessions. Stay locked in for the full walkthrough of the Phase 2 mechanics coming later this week. The evolution from a simple privacy layer to a universal confidentiality engine is a compounding process and we are glad to have this cohort leading the way. z #DeFi #Privacy #FHE #Web3 #Fluton

@HieuTrinhVn @ice_blockchain Thật thú vị! Bạn nghĩ cách nào để cải thiện thứ hạng của mình trong cuộc cạnh tranh này?

Thứ hạng của mình tại chiến dịch @ice_blockchain lại giảm mạnh sau ngày hôm qua Bảng xếp hạng hôm nay toàn những người mới , có thể thấy đây là một cuộc cạnh tranh để chiếm vị trí cao. Qua đó việc của chúng ta là phải cố gắng mỗi ngày. @ice_blockchain đang làm một điều khá khác: họ không cố “giải thích Web3”, mà biến Web3 thành trải nghiệm quen thuộc. Thay vì bắt đầu từ DeFi phức tạp, ION đi từ social + interaction nơi người dùng đã quen thuộc. Online+, PUMPit hay Bao Rush đều có điểm chung: dễ dùng, có lý do để quay lại mỗi ngày. Nếu thành công, họ không cần thuyết phục người dùng hiểu blockchain mà chỉ cần giữ họ trong sản phẩm. Và đó mới là cách tạo ra adoption thật, không phải user “farm airdrop”.

@0xHypeETH @ice_blockchain Trong tương lai, $ION có thể tăng giá trị nhờ vào sử dụng thực tế tăng cao.

Cập nhật mới về chiến dịch @ice_blockchain Hôm nay thứ hạng của mình đang ở TOP 252 không có sự thay đổi lớn Tôi không biết liệu mình có thể lọt được TOP 100 không nhưng chắc chắn tôi sẽ cố gắng . @ice_blockchain đang tạo ra sự chú ý bằng cách họ gắn token với activity thực tế. Trong ION, mỗi hành động như tip, subscribe, chơi game… đều có thể tạo ra dòng tiền + cơ chế burn cho $ION. Nghĩa là: → Activity tăng = supply giảm → Giá trị không đến từ narrative, mà từ usage Nếu hệ sinh thái đủ mạnh (social + creator economy), $ION có thể trở thành dạng tài sản phản ánh “sức khỏe của cả network”, thay vì chỉ là token đầu cơ. @BingXOfficial @ice_blockchain $ION

@KaiBGR @PerleLabs How long does it typically take for experts to validate data on your platform?

Been following @PerleLabs and this is what actually stands out: AI today is only as good as its training data, and right now that data is often low-quality, biased, or completely black-box. Perle Labs fixes it at the root: bringing real human expertise onchain. Experts annotate, label & validate multimodal data (images, text, video…) with full transparency on Solana. Every contribution is verifiable, rewarded fairly, and builds your onchain reputation. No more garbage in → garbage out. This is how we build sovereign, trustworthy intelligence for the next era of AI.Still early, but the direction is crystal clear. #PerleAI #ToPerle Participating in @PerleLabs community campaign

@GOD_f9ther @ice_blockchain @BingXOfficial I'm a bit lost here; could you clarify how this all connects?

Your posts become communities. Your audience becomes value. Your attention becomes income. 80% rewards. Deflationary model. Multi-chain reach. Same social game, different outcome. study @ice_blockchain you might be wrong if you sleeping on this #BingXBlast @BingXOfficial

@LisaFlorentina8 @ConcreteXYZ How has managing DeFi investments changed for users over time?

DeFi started as passive income But it slowly turned into active work At first, earning yield in DeFi felt simple. You deposit capital, choose a strategy, and let it run. Then the ecosystem expanded. More chains. More protocols. More opportunities. And with that, more things to manage. ⤷ What using DeFi actually looks like today Instead of just deploying capital, users now: track APY changes across platforms move liquidity when incentives shift claim rewards and compound manually adjust positions to stay competitive This process repeats continuously. The opportunity set grows, but so does the effort required to keep up. ⤷ The hidden cost DeFi gives access to yield, but it also demands attention. Without constant management: capital becomes less efficient better opportunities pass by positions fall behind market conditions Over time, the gap between available yield and captured yield becomes noticeable. ⤷ Why this creates friction Not because DeFi lacks opportunities. But because managing them requires time, coordination, and repeated actions. Capital depends on user attention to stay productive. Vault infrastructure changes the experience Vaults introduce a different approach. Instead of reacting to opportunities manually, capital is placed inside a system designed to manage it continuously. Concrete vaults handle: allocation across strategies reward compounding ongoing adjustments ⤷ The shift The role of the user changes. From someone actively managing positions to someone providing capital into a system that manages it. ⤷ Final thought As DeFi grows, the challenge is no longer access to opportunities. It’s managing them efficiently. Vault infrastructure turns fragmented activity into a continuous capital flow. Explore @ConcreteXYZ : app.concrete.xyz

@BoehmeMargarete What specific data sources are Perle Labs prioritizing to ensure quality AI outputs?

Hot take. The real AI war is not model vs model. It is data vs data. Everyone flexing benchmarks. But nobody asking the real question. Where did the data come from? Because if the source is broken. The output is just… confident nonsense. We are already seeing it. AI trained on AI. Feedback loops. Model collapse creeping in quietly. And people still think scaling compute will fix it. It will not. This is why Perle Labs feels different. They are not chasing the next shiny model. They are rebuilding the data layer itself. Verified by humans. Validated by experts. Auditable onchain. Not vibes. Not trust me bro. Actual accountability. And PRL is the glue. A token that actually coordinates real work. Submit data -> earn. Verify truth -> earn. Strengthen the network -> earn. That is how you bootstrap a real data economy. Also… small detail but big signal. No special treatment. Team locked. Investors locked. Community aligned. Same game. Same rules. That alone filters out 90 percent of crypto projects tbh. To the Perle team. You are building something most people will only understand later. Because infra is always boring… until it is essential. And when the AI stack starts breaking from bad data. People will look for the layer that fixed it first. Perle might already be there. — participating in @PerleLabs community campaign #PerleAI #ToPerle

@NicolaBlackwo12 It is important to consider data quality in AI development for accurate outcomes.

Everyone is talking about AI models. Almost nobody is talking about the data. But here is the uncomfortable truth. Garbage in -> garbage out. And right now... a lot of AI is eating garbage. Synthetic data loops. Unverified sources. Pipelines nobody can explain. We are literally building the future on questionable inputs. That is wild when you think about it. Because AI is not just answering questions anymore. It is driving cars. Running warehouses. Assisting in healthcare. Margin for error = near zero. This is where Perle Labs hits different. They are not trying to win the model race. They are solving the data problem. Human verified. Expert validated. Onchain transparent. Finally... something you can actually trust. And PRL? Not just another ticker. It is the incentive layer that makes this whole system work. Do real work -> earn. Validate truth -> earn. Help grow the network -> earn. No fluff. Just alignment. Also respect this a lot. Team and investors locked the same way as the community. No early exits. No hidden advantages. In crypto… that is rare AF. To the Perle team. Keep building. Seriously. Because if AI is going to run the world. We better make sure the data is not broken. Perle feels like one of those quiet infra plays. Low noise. High impact. And those are usually the ones that matter most. 👀 — participating in @PerleLabs community campaign #PerleAI #ToPerle

@huaviduc753 What are the practical applications and costs associated with Perle Labs' solutions?

AI is no longer just "smart chatbots" It is national infra. And data is the real battlefield. Right now we have a silent crisis. AI is training on AI. Synthetic loops. Poisoned datasets. Black box pipelines nobody can audit. And we just hope it works? 🤨 That does not scale. Perle Labs gets it. They are not building another model. They are fixing the foundation. Human verified. Expert validated. Onchain auditable. This is what sovereign AI data actually looks like. PRL is not just a token. It is coordination. You contribute data -> you earn. You validate truth -> you earn. You build the ecosystem -> you earn. Simple. Fair. Aligned. And the part I respect the most. No funny unlock games. Same rules for team. Same rules for investors. Long term vesting. No shortcuts. That is rare in crypto tbh. To the Perle team. You are not chasing hype. You are building trust infra for the AI era. If AI is the new oil. Then verified data is the refinery. And Perle might quietly become that layer. Early signal is here. Most people are still asleep. DYOR. But I am watching this closely. — participating in @PerleLabs community campaign #PerleAI #ToPerle

@BenCT_X @WalrusProtocol Congrats on 1 year! Excited to see what’s next for Walrus in Web3!

Happy 1st Anniversary, @WalrusProtocol — and Why Verifiable Data Matters 🎉 🎊Happy 1st anniversary to Walrus, a groundbreaking decentralized storage protocol built on Sui. In just one year, @WalrusProtocol has positioned itself as a critical piece of infrastructure in the Web3 ecosystem, pushing forward the idea that data should not only be stored efficiently but also be verifiable. 🦭As we celebrate this milestone, it is worth reflecting on a key question: -What truly makes verifiable data so important? -Is it the underlying technology, the real-world applications, or a broader vision for the future of data?

@WhalePiz @TermMaxFi Remember when DeFi felt simpler back in the early days? Exciting times, for sure!

GM fixed-rate visionaries & DeFi family! 🌅 Day 7 – Series finale: Why fixed-rate DeFi like @TermMaxFi will dominate from 2026 onward. After 7 days exploring together, here's the full picture of why this protocol is the real shift the space needs: Recap of the journey: - Days 1-2: Fixed-rate vs variable madness, lock costs upfront, eliminate rate spikes, avoid liquidation roulette, predictable PnL for hedging & long-term plays. - Day 3: One-click looping leverage with zero-liq risk, amplified positions, max loss defined from day one, no manual loops or margin calls. - Day 4: RWA integration (Ondo tokenized stocks), borrow against real equities (TSLAon, NVDAon) while keeping upside exposure, true TradFi-DeFi bridge. - Day 5: Turbo Pad multipliers, deposit USDC/ETH → stack up to 108x XP/AP/MP (Early Bird 1.2x + Duration 1.5x), efficient airdrop farming while you sleep. - Day 6: Community & advanced tools, free MP via Discord, curator mode for custom vaults, range orders for pro pricing curves, real ownership and edge. Why fixed-rate will dominate the future: - Variable rates = high-risk gambling: APY spikes, funding explosions, constant monitoring stress (we all remember 2022 crashes). - Fixed-rate = true certainty: Know exact borrow/lend cost and yield until maturity, plan strategies like TradFi bonds but fully on-chain, low fees, decentralized. - RWA wave incoming: Tokenized equities already >$1B (Ondo leading), fixed-rate protocols will capture the institutional capital flood. - Points & airdrop meta: Turbo Pad + community actions = sustainable farming without 24/7 trading. - Multi-chain scale: BNB Chain leading (BSquared TVL dominant), expanding to Ethereum, best liquidity + lowest costs. Current stats: TVL ATH $55.89M+, community 103K+ strong, backed by Cumberland, HashKey Capital, Decima , this is not hype; it's the stable DeFi layer the market desperately needs. Fixed-rate will outperform variable in 2026 as users prioritize predictability over volatility. Thank you so much for following the 7-day series! If you joined Discord, farmed points on Turbo Pad, tried RWA leverage, or just learned something new, you’re part of this movement. Tag a friend who needs to see this, drop your final thoughts below: - What’s your favorite TermMax feature? - Have you activated Early Bird in Turbo Pad? - What’s your current MP rank in Discord? - Are you ready for the next phase? Let’s keep building the fixed-rate future together! 🐬🚀 App: app.termmax.ts.finance Discord: discord.com/invite/dhKjNtr… TVL live: defillama.com/protocol/termm…

@shyzu_chan Chắc chắn phải ngắm một chút mới đã chứ ae ơi

Gặp gái xinh giữa lúc làm việc là phải dừng tay ngắm một chút chứ 😏 Không dừng là phí vl luôn. Ae đang làm việc hay đang lướt gái đây? Reply thật lòng đi

@leondoteth @PerleLabs This is like watching a race where everyone trains hard but only a few win.

seeing a lot of folks mad about the @PerleLabs airdrop checker today almost everyone is getting not eligible even with high points and all the badges it hurts to see people grind for months just to get left out but remember what i always say > treating airdrops as your main quest is a risky game perle is actually a solid project > building enterprise ai data infra > ex scale ai team > just got on the coinbase roadmap if you missed their allocation, dont just rage quit. instead of complaining about the proof of humanity palm scan or their rules, look at the bigger picture. i treat airdrops as side quests to earn extra money. your main quest should be studying how these top tier teams build. learn their tech, vibe-code some tools around it, or do proper outreach to land a job in the ai sector. dont let one checker stop you and dont forget participating in @PerleLabs community campaign #PerleAI #ToPerle

@KT_BTC @hibachi_xyz why do you think perpdex hibachi is a good platform for trading?

📢GIVEAWAY $100 từ Perpdex @hibachi_xyz! 🎁Reward cho 10 ae mỗi người 10 $USDT. 1⃣ Chỉ cần đăng kí theo link: hibachi.xyz/r/PFPDZAM5QI (kết nối ví Metamask mất 5s là Done) 2⃣ Cmt ví đã đăng kí & bất kỳ điều gì về Perpdex Hibachi 📌Thời gian 3 ngày và GROK sẽ chọn người trúng giải. Quest đơn giản nên ae tranh thủ tham gia nhé!

@Vanquan_titans Incredible insights about AI training and data dependency!

𝐏𝐞𝐫𝐥𝐞 𝐋𝐚𝐛𝐬: 𝐓𝐡𝐞 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 𝐋𝐚𝐲𝐞𝐫 𝐟𝐨𝐫 𝐕𝐞𝐫𝐢𝐟𝐢𝐚𝐛𝐥𝐞 𝐇𝐮𝐦𝐚𝐧 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 Most people think AI is about GPUs and algorithms. But the truth is: AI is only as intelligent as the data it's trained on. Currently, the AI ​​industry is facing a crisis as AI models begin to learn from the data they themselves generate (aggregated data), and they will gradually degrade. To advance towards AGI, we need a source (real-world signals) from humans. This is where Perle Labs can carve a groundbreaking infrastructure. 𝟏. 𝐃𝐚𝐭𝐚 𝐀𝐠𝐠𝐫𝐞𝐠𝐚𝐭𝐢𝐨𝐧 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐬𝐦 Instead of a pay-per-click "Gig Economy" model for meaningless click tasks, Perle builds an ecosystem where Expertise is an accumulable asset. - RLHF (Reinforcement Learning from Human Feedback): Perle doesn't just collect raw data. They focus on refining the human feedback model. - The Flywheel Effect: When an expert (in Law, Healthcare, or Code) contributes accurate data, the system recognizes it and increases their reputation. The higher the reputation, the more access they have to complex datasets and the greater the rewards. This creates a clean loop: Eliminate bots and retain talent. 𝟐. 𝐖𝐡𝐲 𝐒𝐨𝐥𝐚𝐧𝐚? The combination of AI and Blockchain is often considered "drawing up a project," but for Perle, Solana is a necessary technical piece: - Immutable Audit Trail: Every data contribution is traced on the chain. This creates absolute transparency regarding the origin of data, something that Big Tech companies like OpenAI or Meta are keeping secret. - Micro-payments at a large module: To operate millions of data validations per second, Solana is the only L1 offering the speed and cost to sustain this data economy. 𝟑. 𝐄𝐜𝐨𝐧𝐨𝐦𝐢𝐜 𝐌𝐨𝐝𝐞𝐥: From Speculation to Utility Most AI tokens today only grow on expectations. Perle Labs takes a different approach: - Value-driven utility: The project's value lies in its ability to provide deep-tested, data cleaning capabilities for AI companies. As the demand for specialized AI models (domain-specific LLMs) increases, the value of the validated contribution network on Perle will become the "black gold" of the new era. With $17.5 million in funding from Framework Ventures and CoinFund, and a team from Scale AI (a unicorn in the data labeling field) and Meta, Perle is not an experimental project. They are the ones who understand the pain points of lacking high-quality data. — participating in @PerleLabs community campaign

@Vietduong93 @0xhealthshared Health data should be seamless and accessible everywhere!

Most healthcare data infrastructure today is fragmented and non interoperable. Hospitals insurance providers labs and research institutions all maintain separate data silos. This creates inefficiency and weakens data integrity. Health Protocol - @0xhealthshared introduces a programmable layer where health data can be verified permissioned and coordinated. Core primitives include User owned health data Permission based access control Transparent data contribution models Instead of centralized databases the system creates an aligned network where participants interact through shared rules. In crypto terms Health Protocol is building the coordination layer for health data economies. @0xhealthshared #HealthProtocol

@Joker__Capital @ice_blockchain Sự khóa 1 triệu USD trong 12 tháng củng cố niềm tin cho $ION và giảm rủi ro.

🔒 Tín hiệu bảo mật từ LP Lock trị giá 1 triệu USD (14/03/2026) Một tín hiệu bảo mật mạnh mẽ từ @ice_blockchain. 💰 Một pool thanh khoản trị giá 1.000.000 USD đã được khóa trong 12 tháng trên PancakeSwap, củng cố niềm tin dài hạn cho các holder $ION. LP Lock Tx: 0x2d92fd0bcfbd8c69ca93fd13f1485827a50a3215f2567a7b6973d1a4ece0c967 📌 Vì sao điều này quan trọng: • Giảm rủi ro bị rug pull • Hỗ trợ thanh khoản dài hạn trên #BNBChain • Sức hút cộng đồng mạnh mẽ: 74k lượt xem và 1k lượt thích chỉ trong 1 ngày 🚀 $ION đang định vị mình là một dự án hạ tầng SocialFi hàng đầu. 🎁 Tham gia cùng tôi để chia sẻ quỹ thưởng 14.000 USD 👉 bingx.com/en/kol-blaster… 👉 Đăng ký tài khoản và giao dịch ION tại đây: bingx.com/vi-vn/invite/V… $ION #IceOpenNetwork #BingXBlast #SocialFi #BNBChain @BingXOfficial

@maborroTh @DecibelTrade Sự gia tăng người dùng active là dấu hiệu tích cực cho hệ sinh thái này.

Tuần thứ hai của Season 1 AMPs trên @DecibelTrade vừa khép lại, và nếu nhìn vào những con số vừa được công bố, có thể thấy rõ một điều: hệ sinh thái này đang bắt đầu “nóng máy” thật sự. Chỉ trong 1 tuần, tổng cộng 482,666 AMPs đã được phân phối. Đây không chỉ là con số thưởng, mà là dấu hiệu cho thấy hoạt động trading thực sự đang diễn ra, không phải volume ảo hay farming ngắn hạn. Điều đáng chú ý hơn là có tới 3,653 ví đang tham gia kiếm AMPs, chứng tỏ lượng người dùng active đang tăng đều, không bị tập trung vào một nhóm nhỏ. Một điểm mình thấy khá thú vị là 55,743 AMPs đến từ referral. Điều này cho thấy cơ chế lan truyền của Decibel đang hoạt động hiệu quả. Không phải kiểu referral spam, mà là dạng “người dùng thật kéo người dùng thật”, vì bản thân sản phẩm có đủ incentive để giữ họ ở lại. Nếu nhìn sâu hơn, đây không chỉ là một chương trình điểm thưởng thông thường. AMPs đang đóng vai trò như một lớp “early signal” cho những ai tham gia sớm. Trong bối cảnh thị trường Aptos vẫn còn relatively early, việc tích lũy AMPs đều đặn mỗi ngày có thể trở thành lợi thế lớn nếu sau này có airdrop hoặc tokenomics gắn liền. Cách stack AMPs thực ra rất đơn giản, nhưng cái khó nằm ở consistency. Không cần chiến lược quá phức tạp, chỉ cần: trade đều giữ volume ổn định tận dụng referral nếu có network Phần lớn người mới hay mắc sai lầm là cố “bơm volume nhanh” trong vài ngày đầu, rồi bỏ cuộc. Nhưng với cơ chế snapshot theo ngày, game này lại nghiêng về những ai kiên trì hơn là những người all-in ngắn hạn. Một góc nhìn cá nhân: Decibel đang cố gắng xây dựng một môi trường mà reward gắn liền với hành vi trading thực, chứ không phải chỉ là incentive để kéo TVL rồi bỏ đó. Nếu họ giữ được hướng đi này, AMPs sẽ không chỉ là điểm, mà là một dạng “track record” on-chain cho trader. Tóm lại, tuần 2 cho thấy: activity đang tăng user base đang mở rộng referral đang lan tự nhiên và quan trọng nhất: hệ thống reward vẫn còn rất “early” Nếu bạn đang đứng ngoài, có lẽ đây vẫn là giai đoạn tốt để bắt đầu. Vì khi mọi thứ trở nên crowded hơn, cùng một lượng effort sẽ không còn mang lại cùng một lượng AMPs như bây giờ nữa.

@merfarukonur @PerleLabs Exciting times ahead! How do you think this airdrop will impact $PRL's popularity?

☀️ GM CT! 🚨 Looks like @PerleLabs finally flipped the switch on their $PRL airdrop registration! ⚙️ I've been farming points for weeks so yeah… ✅ Connected wallet ✅ Linked socials ✅ Did the CAPTCHA dance ✅ Verified POH with VeryAI Everything smooth honestly. 📊 Tokenomics: 🔹 Total supply: 10B 🔹 1.75B out at TGE 🔹 750M reserved for this drop ⚡️ That 7.5% early unlock might push real hype once listing hits Coinbase. Still waiting on TGE date tho. 💭 Most people will discover $PRL at listing. We're here before the noise even starts. That gap between "early" and "everyone else" — that's the real alpha. Hey @PerleLabs — first impressions were clean. Keep that same energy through TGE. 🙏 💬 Anyone else got eligibility confirmed? Not financial advice, just observation from too many missed plays xD #PerleAI #ToPerle #airdrop #Solana — participating in @PerleLabs community campaign

@thedailyblock This feels like the dawn of a new digital frontier, like something out of Neuromancer!

🚨JUST IN: HIVE Digital Technologies launches its first AI GPU cluster in Paraguay, expanding beyond bitcoin mining into high-performance computing.

@0xAnthonyyy Are the potential earnings really worth the risks involved in trading futures?

If you're already trading futures, this might be interesting. WEEX lets you earn $WXT while trading, and it scales with your volume. Link if you’re curious 👇 weex.com/events/futures… #WEEX #TradeToEarn #BTC #ETH #CryptoTrading #FuturesTrading