The focus on fair value distribution is redefining the relationship between protocols and users.
Emily Adamz
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In the world of AI and Web3, data provenance isn’t just a buzzword—it’s the difference between agents that work and ones that flop. Walrus takes center stage here, offering programmable blob storage on Sui. Every dataset, model weight, and output lives on-chain, stamped with cryptographic proofs that guarantee it’s both available and untampered.
This isn’t just hype. Team Liquid, a massive name in esports, actually uses Walrus to handle hundreds of terabytes of media for live production. That means no single point of failure, no central bottlenecks—just reliable access when it matters most. And over at the Haulout Hackathon, teams built everything from transparent AI trading competitions to encrypted GitHub alternatives and prediction markets. They all leaned on Walrus’s erasure-coded fragments spread across nodes, so their projects stay tough and resilient.
With 5 billion WAL tokens powering the system, Walrus is opening up real, verifiable data markets at an enterprise scale. It lets builders create apps that stick around, no matter which chain you’re on.$WAL @Walrus 🦭/acc #Walrus
A neutral take. The most impactful standards are those that enable higher-order innovation.
Emily Adamz
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Why Decentralized Storage Isn’t Just Hype—It’s the Backbone AI Builders Need
Imagine you’re training a cutting-edge AI model. Your dataset’s massive, and then—poof—it vanishes because a central server glitches. Or worse, someone tampers with your data, and you can’t prove what really happened. That’s the headache Walrus wipes out. It’s not just another promise-filled protocol; Walrus actually delivers, handling real-world data reliably on Sui, minus the drama. Here’s how it works. Walrus uses erasure coding to break huge files—videos, AI training sets, anything chunky—into smaller, encoded pieces spread out across independent nodes. This isn’t some lab experiment. Even if two-thirds of the pieces disappear, you can still reconstruct the whole file. Since launching on mainnet in March 2025, Walrus has been put through its paces, storing everything from permanent NFT collections to big-league enterprise archives. Take the Bookie NFT drop from realtbook—they keep their entire collection on Walrus. No central servers, no single point of failure. The art stays put, no matter what.
Walrus stands out for its dual-layer setup. It splits control and storage, making things more flexible. Publishers handle writes and certify data on-chain through Sui, so you get verifiable proofs that the data’s available. Aggregators handle reads, with consistency checks and caching built in—think CDN speed, but decentralized. The result? It’s not just resilient, it’s cost-effective, running at 4x to 5x overhead, which beats the pants off old-school, replication-heavy systems. With $140 million in backing from big names like Standard Crypto and a16z, Walrus keeps leveling up—now adding native encryption with Seal, so you get access controls and confidentiality without giving up decentralization.
And here’s where it really gets interesting for AI. Walrus is built for verifiable data markets, where you can prove exactly where your data came from. Imagine storing model parameters and outputs with cryptographic proofs anyone can check. No more black boxes—just clear, auditable records. Partnerships only make it stronger. Itheum’s data tokenization turns raw data into something you can actually sell. Talus lets AI agents tap into storage they can trust, right when they need it. Even outside of AI, Walrus helps modular apps: Linera uses it for real-time data verification, and Unchained_pod relies on it to protect ever-growing media libraries from getting locked into centralized platforms. You can see the traction. Builders are rolling out full-stack dApps without server headaches. Data moves smoothly across chains, and Walrus Sites hosts fully decentralized websites like Flatland and Snowreads—object-based, transferable resources that cut costs and boost global access. Even Team Liquid trusts Walrus with hundreds of terabytes of production media. That kind of bandwidth and reliability just doesn’t exist with off-the-shelf storage solutions. And for developers, programmable storage means you can build logic right into your data, like smart contracts but for files—perfect for gaming, identity, NFTs, and more. But Walrus isn’t just about storage. It’s laying down a permissionless foundation where data is actually governable and valuable. Its asynchronous complete data storage (ACDS) design tackles latency and adversarial nodes, so the system keeps moving forward, even under stress. It’s the kind of essential infrastructure Web3 needs: fault-tolerant layers for modular blockchains, permanent archives for financial records, and more. As adoption grows, nodes earn rewards through staking and governance, and the protocol’s deflationary mechanics tie those rewards directly to real usage. It’s a self-sustaining loop that’s all about durability. In a world full of fleeting tech trends, Walrus quietly delivers. If you’re building AI and need verifiable datasets, or you’re scaling dApps and want storage that actually works, this is the layer changing the game. Dive in and see why more people are betting on it for the future of data.$WAL @Walrus 🦭/acc #Walrus
An insightful lens. The real competition is for the default position in user workflows.
Emily Adamz
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Why Dusk Network Is Quietly Rewiring Finance From The Ground Up
Picture this: trillion-dollar asset markets humming along on a blockchain that’s private by default and still fully auditable—no clunky middlemen or endless compliance hoops to jump through. That’s not some far-off crypto fantasy. Dusk Network is building that reality right now. I’ve watched Layer 1 blockchains come and go, each promising to fix speed or scale, but Dusk is tackling something way trickier: making privacy and regulation actually work together. Let’s dig into why this understated project is quietly setting the stage for a new kind of institutional finance. At its heart, Dusk is a modular Layer 1 blockchain built for regulated finance. Since 2018, the team didn’t chase hype or empty trends. Instead, they focused on the basics—building DuskDS, a rock-solid settlement layer that finally hit mainnet on January 7, 2025. The tech under the hood is its own breed: Segregated Byzantine Agreement (SBA) for consensus, paired with Proof-of-Blind-Bids. In plain English? Validators, or “Generators,” get picked at random but stay anonymous, which makes censorship and targeted attacks a lot tougher. Provisioners stake DUSK to validate blocks, and once a block lands, it’s irreversible in seconds. That’s a must for big-money markets, where a single rollback can spell disaster. But settlement is just the start. Dusk’s modular design adds DuskEVM—a familiar playground for Ethereum devs, where you can deploy Solidity contracts using tools you already know, like MetaMask or Hardhat. This gives you the best of both worlds: Ethereum’s flexibility and Dusk’s built-in privacy. For folks who want more control, DuskVM lets you write Rust-based contracts right into the protocol. So whether you’re building a simple swap or a complex, privacy-focused derivative, the stack’s got you covered. They even tweaked the gas model in December 2025, making fees fair for everyone—light for transfers, balanced for heavy computation. Devs get efficiency without headaches.
Now, privacy is where Dusk really flexes. It’s not the shady, regulator-spooking kind of privacy either. The network uses zero-knowledge proofs and homomorphic encryption, so every transaction hides sensitive details—like balances or amounts—but still spits out verifiable compliance proofs. Hedger, their privacy module, encrypts transaction data for ERC-20-style assets and tokenized real-world assets (RWAs). That lets institutions trade behind closed doors, keeping their strategies safe from front-runners, yet still provide cryptographic receipts to auditors when needed. If you want transparency, you can pick Moonlight mode for open transfers. Want full privacy? Switch to Phoenix. It’s a dial you can turn, not an all-or-nothing switch—perfect for fitting into strict rules like MiCA in Europe.
RWAs are another big play. Dusk isn’t just wrapping assets; it’s bringing them on-chain, natively and directly. Partnerships make this real. Take NPEX, a licensed Dutch exchange with over €300 million under management—Dusk lets them issue regulated securities straight on-chain. These assets inherit NPEX’s licenses, covering everything from multilateral trading to brokerage and DLT-based services. Imagine tokenized bonds or funds settling instantly, no more T+2 wait times. Dusk also teamed up with Quantoz Payments to integrate EURQ, a MiCA-compliant electronic money token that’s fully backed by real euros. Unlike the usual stablecoins, this EMT operates under strict oversight, so it’s built for compliant payments and settlements. Add in Chainlink, and Dusk assets can move across blockchains without losing compliance. Chainlink’s CCIP takes care of secure transfers, Data Streams keep oracles quick, and DataLink guarantees tokenized RWA data is rock solid. This isn’t some siloed system—it’s DeFi that actually connects with the real world. Other collaborations, like Cordialsys for custody and 21X under the EU’s DLT Pilot Regime, show Dusk’s institutional focus runs deep. These aren’t just press releases—they’re laying the rails for lower costs, fewer middlemen, and automated compliance. That could mean billions saved for traditional finance. All of this runs on $DUSK. The token doesn’t fall into the trap of short-term emissions. It started with 500 million, capped at 1 billion, with emissions halving every four years for the next 36—so rewards stay predictable. Right now, around 565 million DUSK are circulating, used for fees.$DUSK @Dusk #Dusk
This is about building systems that are resilient to regulatory and technological shifts.
Emily Adamz
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In a world where AI agents make real decisions that actually matter, solid, verifiable data infrastructure isn’t just nice to have—it’s the backbone. That’s where Walrus steps in. It’s a chain-agnostic protocol on Sui, built to handle huge, messy data—think datasets, videos, anything big and unstructured. All of it gets spread across nodes, protected with erasure coding, so if some nodes go down, the data just pulls itself back together. There’s no single point where things can break.
People are really using this thing. Just yesterday, 17.8 terabytes got uploaded—a new record, double the previous best. Teams aren’t just talking; they’re building. Alkimi Exchange relies on Walrus for ad data, skating right past AWS outages. Team Liquid moved 250 terabytes of esports content over, so their fans get instant access anywhere in the world. Unchained pod secures its growing media library without leaning on any centralized provider. Cudis lets users actually own and make money from their health data. BaselightDB is setting up open marketplaces for data, no permissions needed.
With wal.app, developers can launch fully decentralized sites—HTML, images, all of it—straight onto Walrus. Anyone can pull them up in a browser, no wallet or hoops to jump through. This isn’t just hype. Walrus makes storage programmable, so you can build composable AI workflows—everything from training to inference—with on-chain proofs that keep everything auditable. It’s quietly running the data markets that are about to shape the next era of Web3.$WAL @Walrus 🦭/acc #Walrus
A valid concern. User experience complexity remains the largest barrier to adoption.
Emily Adamz
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Unleashing the Data Beast: Why Walrus Is the Backbone Crypto Needs Right Now
Imagine a world where AI agents are calling the shots—trading, running workflows, making decisions faster than anyone can blink. In that world, your data can’t just sit on some fragile, centralized server, waiting to glitch out. That’s where Walrus steps in and changes everything. Built on the Sui Network but designed to work across any chain, Walrus isn’t just another storage project. It’s a full-on, verifiable data marketplace, already firing on all cylinders for real apps and ecosystems. At its core, Walrus uses erasure coding in a really smart way. It chops up big files—videos, AI datasets, NFT assets, game content—into coded fragments and spreads them across independent nodes. This setup delivers a replication factor of about 4.5x, so even if some nodes crash or disappear, you can still put the data back together without a hitch. There’s no need for bloated full copies everywhere. Nodes check the pieces cryptographically and send signed receipts, all leading up to a Proof-of-Availability certificate that’s locked in on-chain. This isn’t just a whitepaper promise. It’s live on mainnet, handling workloads at enterprise scale. Just yesterday, the network smashed its own record, moving 17.8 TB in a single day—more than double its previous high. This is the kind of heavy lifting that leaves traditional clouds gasping for air.
What really sets Walrus apart is its programmable storage. Data here isn’t just dead weight—it becomes an active, composable asset. Developers can bake logic right into how data gets stored, accessed, or even monetized. Think smart contracts, but for raw, unstructured data. For AI builders, that means they can store massive training sets and model weights with integrity proofs that agents verify on the spot—no more trusting some black-box provider. Projects like Cudis are already using Walrus to help people monetize their own health data, and Alkimi Exchange relies on it for transparent ad reconciliation in secure environments. Even Unchained Podcast is moving their media libraries over, walking away from centralized platforms for always-on access. Instead of just sitting there, data starts powering open markets, giving contributors fair rewards and breaking down the usual barriers for innovation in Web3 gaming, metaverses, and more. Under the hood, Walrus splits data availability from computation. Sui handles the coordination, governance, and staking, while storage stays modular and tough. This Asynchronous Complete Data Storage (ACDS) model works even in unreliable networks. It uses quorum-based recovery to keep things running, even if nodes churn. Nodes have skin in the game—they stake to join, get rewards for uptime, and take penalties if they slack off. The WAL token keeps the wheels turning, letting users prepay for storage across epochs (so costs stay predictable), vote on governance, and secure the network. No wild swings like fiat billing. With 1.58 billion tokens out and a max cap of 5 billion, the system is built for the long haul, helping early adopters get on board while keeping growth steady.
Now, let’s talk about what people are actually doing with Walrus. Walrus Sites, accessed through wal.app, is shaking up decentralized web hosting. Creators can build sites with any framework, publish them to Walrus, grab an object ID, and that’s it—resilient pages that work in any browser, no wallet needed. Projects like Flatland and Snowreads show how you can ditch server headaches while keeping censorship resistance. NFT collections—like those from realtbook—are storing permanent art here, breaking free from single points of failure. Developers are digging integrations with tools like Linera, adding real-time verification. For scalable AI workflows, where you can’t mess around with data provenance, Walrus is becoming the obvious choice. Bottom line? Walrus isn’t just riding the latest hype wave. It’s building the infrastructure that actually makes decentralization work. With quantum-resistant encryption, AI-powered compression, and a focus on privacy and reliability, it’s solving the problems that keep cloud giants up at night: sky-high costs, privacy leaks, takedown threats. As more builders launch permissionless data marketplaces or verifiable agent interactions on Walrus, it’s quietly laying down the tracks for a digital economy where users—not corporations—call the shots. If you care about crypto tech that sticks around, Walrus is where you want to be.$WAL @Walrus 🦭/acc #Walrus
This architecture prioritizes liveness and credible neutrality over theoretical perfection.
Emily Adamz
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Dusk Network isn’t just another player in the world of tokenized assets—it’s changing the rules by baking compliance right into its Layer 1 protocol. No middlemen, no endless paperwork. With Dusk, you can issue and settle real-world assets like bonds and equities on-chain, and it all just works. Their partnership with NPEX, an EU-regulated stock exchange, already proves the point: over 200 million euros in securities have been tokenized, running natively on-chain with automated lifecycle rules thanks to the XSC 2.0 standard.
Dig a little deeper and you’ll see Dusk’s architecture is built for serious business. DuskDS locks in deterministic finality using its Segregated Byzantine Agreement consensus, so transactions settle in under 10 seconds per block—fast enough for anyone’s standards. Developers aren’t left out either. The DuskEVM brings in familiar Solidity support, letting them build privacy-first dApps without a headache. And with the Rusk VM, zero-knowledge proofs come built-in. That means you get confidential smart contracts—transaction details stay private, but regulators can still verify what they need to. Institutions that care about privacy finally have a way to do it right.
It’s not just about the tech, though. Dusk keeps expanding its reach, like with the new MiCA-compliant EURQ e-money token from Quantoz. This token is fully backed by euros, offering a real fiat on-ramp for regulated, high-value transactions. The network’s tokenomics are smart, too. There’s a cap of 1 billion $DUSK, with about 565 million already in circulation. Emissions run on a 36-year geometric decay schedule, halving every four years from an initial block reward of just under 20 DUSK, so it’s built to last.
Bottom line: Dusk isn’t just building technology. It’s laying down the rails for how institutions will access—and trust—global markets on-chain. This is infrastructure, not hype.$DUSK @Dusk #Dusk
This trend is toward smart contracts with built-in regulatory and compliance logic.
Cavil Zevran
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As blockchain grows, it’s not just about handling more transactions—it’s about getting smarter. That’s where Vanar Chain really shines. Neutron, their AI-native stack, gives the chain a kind of memory, so thousands of people can already ask questions and check data right on-chain. Kayon steps in to make sense of it all, offering clear, explainable reasoning for compliance and insights, no oracles needed. Soon, Axon will let these systems automate safely. Put it all together, and Web3 apps aren’t just static anymore—they learn, adapt, and run on their own, built for a new era of agent-driven economies.
A structural point. Ecosystem health requires active resistance to centralization vectors.
Cavil Zevran
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Plasma is changing the game in global finance, bringing stablecoin infrastructure that’s ready for big businesses and packed with liquidity. It’s now the world’s second-largest onchain lending platform, running a massive $200 million syrupUSDT pool and handling over $80 million in monthly settlements through Confirmo. E-commerce, forex, payroll—you name it, they’re powering it. With StableFlow, you can move $1 million across chains without losing a cent to slippage, and everything’s anchored to Bitcoin for security. Plus, it’s got some serious backing from Tether CEO Paolo Ardoino and former CFTC Chair Chris Giancarlo.
This represents the maturation from technological maximalism to pragmatic hybrid models.
Cavil Zevran
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Tokenization isn’t just about hype—it needs real, reliable infrastructure. That’s where Dusk Network comes in. It’s a layer-1 built for regulated privacy, mixing zero-knowledge proofs and homomorphic encryption through Hedger. So, you get transactions that are both auditable and confidential.
Their Succinct Attestation consensus wraps up finality in just seconds. Instant settlements slash the usual institutional headaches, since automated compliance checks take care of the heavy lifting.
Modularity’s a big win here. DuskEVM lets Solidity developers build with EVM compatibility, while DuskDS secures native settlement. That combo makes it much easier to bring real-world assets onto the chain.
After mainnet went live, things started moving fast. Sozu liquid staking hit €26.6 million in TVL, and active addresses jumped 20% quarter-over-quarter. That’s not just buzz—it’s real growth.
Add in Chainlink for cross-chain RWA flows and €300 million in assets coming in through the NPEX partnership, and Dusk opens up self-custody access to institutional-grade opportunities. This is how economic inclusion actually happens.
Good analysis. Market sentiment often chases the reality of on-chain development.
Cavil Zevran
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Walrus is shaking up data infrastructure for AI apps on Sui. Instead of just sitting on raw data, it turns those datasets into verified assets—stuff you can actually build on. The tech’s pretty wild: erasure coding splits data across tons of nodes, so even if half of them crash, you still get your files in under two seconds, even with petabytes of storage. Team Liquid proved it last month when they moved 250TB without a hitch.
They’ve got serious backing too—$140 million from a16z and Standard Crypto. Walrus hit mainnet in March 2025. It comes with Seal for private data access and works with Itheum to build programmable data markets. The WAL token (5 billion max, 1.58 billion out there now) covers prepaid storage and staking. No crazy volatility, just solid economic incentives.
Walrus isn’t just another storage solution. It’s the foundation for AI agents, health records, and on-chain media. Real data ownership, real ways to earn, all in a trustless system.
A key observation. Liquidity consolidates around the most certain and fastest settlement.
Maha BNB
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Vanar Chain’s modular L1 blockchain packs a punch with its five-layer AI stack. Neutron handles semantic memory, compressing it into these things called “Seeds” that you can actually search. Kayon takes care of on-chain reasoning—no need for oracles. It’s EVM-compatible, so it’s ready for the real world, running hundreds of millions of transactions across tens of millions of wallets. MyNeutron gives thousands of users ongoing AI context, and thanks to their partnership with Worldpay, agent-driven payments are part of the package.
This is a bet on automated, real-time regulatory compliance through transparent code.
Maha BNB
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Plasma runs as a stablecoin-focused Layer 1, pushing out over 1,000 transactions per second with blocks that land in under a second. Thanks to its PlasmaBFT consensus, finality is basically instant. Right now, it’s got $7 billion locked in across more than 25 different stablecoins, and it sits at number four for USDT holdings. Plasma is fully EVM compatible using Reth, so projects like Confirmo handle $80 million in enterprise payments every month, and Rain lets people spend USDT at more than 150 million merchants.
Well-put. Protocol-controlled liquidity creates more aligned and stable economic systems.
Maha BNB
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Dusk Network started back in 2018 as a Layer 1 blockchain focused on privacy in finance. They use zero-knowledge proofs and homomorphic encryption to keep things private but still compliant. Their modular setup includes DuskDS for settlement and supports EVM-compatible execution, with blocks coming in every two seconds—so it’s fast. They’ve teamed up with NPEX to bring €300 million worth of tokenized securities on-chain, and they work with Chainlink to connect real-world assets. On the token side, they kicked things off with a 500 million supply, and the max will hit 1 billion over 36 years. Right now, Sozu staking has over $26 million locked up, with about 20,000 holders in the mix.
A forward-looking perspective. The endgame is a seamless, interoperable user experience.
Maha BNB
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Walrus uses Red Stuff erasure coding and spreads data over more than 100 active nodes on Sui. With a 4.5x replication factor, it can handle 4.5 million blobs at petabyte scale. The WAL token—capped at 5 billion, with 10% set aside for subsidies—keeps everyone motivated to make sure data stays verifiable and available for the long haul.
True. The most secure systems make collusion detectable and economically punitive.
Emily Adamz
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Plasma is shaking up stablecoin infrastructure by bringing a full range of financial tools to developers and institutions. You get smooth card issuance, and it’s got global on-ramps and off-ramps that work with more than 100 currencies and over 200 payment methods. Managing complex treasury flows? Compliance? Plasma handles all that at scale. Right now, it’s moving $7 billion in stablecoin deposits across 25-plus stablecoins. It doesn’t mess around with speed either—execution is locked in, with over 1,000 transactions per second and block times under a second, all while working with more than 100 partners.$XPL @Plasma #plasma
An important angle. The wallet is evolving into the central hub for identity and access.
Emily Adamz
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Why Plasma Is Quietly Rewiring How Money Moves Around the World
Picture this: stablecoins aren’t just another digital token on the blockchain—they’re the real engine behind frictionless, global money movement. No fuss, no drama, just billions flowing across borders like it’s nothing. That’s what Plasma brings to the table. It’s a Layer 1 chain built with one thing in mind: make stablecoins like USDT act like actual money, not just a tech novelty. Fast settlements—less than a second. No hidden fees. Transfers as easy as sending a text. Forget the noise around multipurpose chains. Plasma just gets down to work. It all starts with PlasmaBFT, a consensus protocol that evolved out of Fast HotStuff. The tech stuff? Super quick blocks—under one second—and it handles over 1,000 transactions every second without breaking a sweat. But this isn’t about bragging. It’s about making sure stablecoins actually work, even when things get busy. Plasma keeps high-frequency transfers running smoothly by splitting them off from more complex smart contracts. So performance stays rock-solid, no matter the load. And gas? That’s old news. On Plasma, you pay fees in stablecoins like USDT, not some random token that swings in price every hour. For simple USDT transfers, protocol-managed paymasters and relayers make the experience totally gasless and predictable: a flat 20 USDT per transfer. And it works for over 25 different stablecoins. What really sets Plasma apart is the focus on real-world use. This isn’t just some blockchain playground—it’s plugged into over 100 countries, supports 100+ currencies, and connects to 200+ payment methods. So far, users have parked $7 billion in stablecoins here, making Plasma the fourth-biggest player by USDT balance. All that infrastructure isn’t just sitting idle—it powers merchant settlements, corporate treasuries, and more. In these worlds, reliability is everything. Speed’s nice, but trust matters more. When Schuman launched EURØP, a Euro-backed stablecoin, on Plasma in December 2025, it opened the door for institutional-grade yields via Upshift vaults. Suddenly, European fintech and blockchain are working together like never before. Now, let’s talk DeFi. Plasma’s not just holding coins; it’s moving them. Its Aave market? A 42.5% utilization rate among billion-dollar TVL pools, and $1.58 billion in active borrowing as of late 2025. That puts it second in the global onchain lending game. SyrupUSDT, thanks to a Maple Finance partnership, shot up to $1.1 billion in TVL since launching on Plasma, bringing in big players with attractive APYs. And these aren’t just one-off wins—there’s a whole ecosystem here, with $7.1 billion bridged TVL, $4.7 billion native TVL, and USDT making up 80% of the $1.92 billion in circulating assets.
But the real magic? Plasma’s ability to move money across chains. In January 2026, Plasma plugged into NEAR Intents, letting users swap between 125+ assets across 25+ chains, with pricing that matches the big centralized exchanges. StableFlow, which went live around the same time, lets people move millions in USDT from places like Tron—no slippage, no fees. Old-school banking can’t touch that. Partners like Oobit make it possible to spend USDT at over 100 million Visa merchants. MassPay connects businesses to payouts in 200+ countries. Bit by bit, Plasma is stitching stablecoins into the fabric of everyday commerce.
Plasma doesn’t cut corners on security, either. It anchors its entire state to Bitcoin, tapping into proof-of-work finality for real, tamper-proof integrity. Trust-minimized bridges are coming for BTC-backed tokens, too. By mixing EVM compatibility with Bitcoin’s security, Plasma dodges single points of failure and opens the door for confidential payments down the line. For developers, it’s a dream setup—plug-and-play fiat on/off-ramps, compliance from Elliptic, analytics for regulated flows. You can launch fast, stay compliant, and still keep things decentralized. Crypto’s full of big promises, but Plasma quietly gets things done. With $3.27 billion in TVL as of January 2026, it’s clear more people want stablecoins that actually work—not just for trading, but for real business. Confirmo processes $80 million a month for e-commerce giants. Rain powers card payments at 150 million merchants. Plasma’s not just talking about the future of money; it’s building it—where stablecoins settle instantly, transparently, and on a scale that leaves old-school markets in the dust.$XPL @Plasma #plasma
This architecture embraces modularity for resilience and faster specialization.
Emily Adamz
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Vanar Chain is shaking up Web3. Instead of just running static code, its modular L1 actually learns and adapts, thanks to built-in AI smarts. Neutron manages all the context with semantic memory, while Kayon handles on-chain reasoning and delivers insights you can trust. This isn’t just hype—there’s real momentum here: over 193 million transactions and 28 million wallets already in play. You can see Vanar’s impact with more than $200 million moving through Cireta’s RWA launchpad, plus Veduta’s tokenized gold and copper assets. It all adds up to smarter, scalable finance that doesn’t lean on off-chain workarounds.$VANRY @Vanarchain #Vanar
The real value is in drastically lowering the cost of global capital allocation.
Emily Adamz
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Why Vanar Chain Is the AI Backbone Web3’s Been Waiting For
Imagine this: AI agents are gearing up to handle trillions of dollars’ worth of work, but most blockchains still treat AI like a last-minute add-on. Not Vanar Chain. From day one, it’s been built for AI—turning Web3 from a clunky spreadsheet into something that actually thinks. This isn’t just talk. Real-world apps already use Vanar’s built-in memory, reasoning, and automation. So, what’s under the hood? Vanar Chain runs as a modular Layer 1 blockchain, fully EVM-compatible and tuned for high-speed transactions that can handle the heavy lifting of AI. The team kicked things off in 2023, bringing together over 50 experts. It’s carbon-neutral and designed to make life easier for developers building smart systems. But the real magic is in its five-layer structure. Vanar can handle autonomous AI right on-chain—no off-chain shortcuts, no oracles. That means every new interaction doesn’t just vanish; it builds on past knowledge. Perfect for businesses and agents that need to remember what happened yesterday, last week, or last year. At the bottom, you’ve got the Vanar L1—scalable, secure, and built for speed. It uses user-defined function (UDF) storage, so data moves fast and stays organized. AI can sift through huge piles of information right on-chain, without getting bogged down. And it’s not just about being quick—it’s about being reliable. Here, AI can do its thing natively, compressing raw data into “Seeds” that always keep track of where they came from.
Next up is Neutron. Think of it as Web3’s long-term memory. Neutron compresses on-chain and enterprise data into formats that AI can actually understand. So, every time an AI agent jumps into action, it remembers the last thing it did. No more starting from zero. Thousands already use myNeutron to keep their AI memory alive—stuff like keeping workflows on track in decentralized apps. Then there’s Kayon, the reasoning engine. This is where on-chain logic gets transparent. Kayon chews through contextual data, spits out predictions, and keeps everything auditable. Developers get to build AI-powered apps that are both transparent and play by the rules—across 47+ countries, no less. Kayon even comes with a natural-language interface, so you don’t need to be a hardcore coder to get results. Coming soon is Axon, which will run intelligent automations. Imagine dApps setting up self-executing logic, making sure things happen safely and by the book. For agentic systems that need both freedom and oversight, Axon is the missing piece. At the top, there’s Flows. This layer ties it all together for real-world industries. Flows keeps applications grounded in context—whether it’s finance, operations, or something else—so AI can handle step-by-step processes with built-in checks. Each layer feeds the next, so the more you use one, the smarter the whole system gets.
Vanar’s not stopping with its own chain, either. It’s going cross-chain—kicking things off with Base—to make its AI stack available everywhere. Developers aren’t boxed in; they can plug Vanar tools into whatever network they want. Add in a global payments backbone—thanks to new hires like Saiprasad Raut and partnerships with Worldpay—and Vanar covers everything AI agents need for compliant, worldwide transactions. What really makes Vanar different? It’s not chasing buzzwords. It’s delivering. Semantic memory, on-chain reasoning, live automation—it’s all working now, not in some distant future. Tools like myNeutron are already out there, and builders are piling in. They’re picking Vanar because it fits right into what they’re already doing, turning dumb, stateless systems into smart ones that grow and improve as real users show up. In a world where AI isn’t just another feature, but the core of the experience, Vanar’s the backbone Web3’s been missing.$VANRY @Vanarchain #Vanar
The market is beginning to price "execution risk" into layer 1 and layer 2 valuations.
Cavil Zevran
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Walrus: How This Sui Protocol Powers AI Data Markets Without Compromise
@Walrus 🦭/acc $WAL #Walrus Data is the lifeblood of AI, but old-school storage just can’t keep up. Walrus protocol on Sui flips the script, offering decentralized blob storage that actually scales—useful for both developers and big companies. It chops up huge files with erasure coding, scattering pieces across different nodes. Even if some nodes go down, your data stays put and accessible. That’s why Walrus is quickly becoming the backbone for anyone who needs reliable, verifiable AI datasets. Here’s how it works. Walrus acts as a decentralized storage layer right on top of the Sui blockchain. Thanks to Sui’s object-centric design, these data blobs turn into digital objects you can move around. Developers upload their stuff, and Walrus takes care of encoding, storing, and fetching it—no middlemen involved. The real magic is in erasure coding. Walrus slices your data into fragments, mixes in some redundancy, and spreads everything across the network. When it’s time to recover a file, you only need a portion of those pieces—not every single one—so it’s way more resilient to failures. Let’s break down that erasure coding a bit. You feed in a blob of data. Walrus chops it into k data shards and m parity shards. Altogether, you have k + m shards, which get stored on different nodes. To get your data back, you only need any k of those shards, and some clever math puts everything back together. This uses less storage and bandwidth than just making lots of copies of your data, so it’s perfect for handling the huge datasets needed for AI training.
Walrus targets unstructured data—think images, videos, big messy datasets. The blobs themselves live off-chain, but each gets anchored on Sui for easy verification. Every blob gets a unique ID for on-chain reference. This hybrid setup keeps Sui lean and fast, while cryptographic proofs guarantee your data’s integrity. Anyone can run a node and help store data—they’re rewarded for keeping things available. Privacy’s a big deal, too. Walrus supports private transactions and access controls. With Seal technology, access gets gated in a decentralized way. Data owners set the rules, and smart contracts on Sui enforce them. No one can peek at your data without permission, which is critical for sensitive AI models or enterprise documents.
For real-world use, Walrus Sites show what’s possible. Developers build web apps just like they’re used to, publish to Walrus, and get a permanent URL. These sites run completely decentralized. If nodes drop out, the system just redistributes the shards and keeps running. Flatland brings interactive experiences, Snowreads handles content sharing—these are just a couple of examples. The Sui integration is a game-changer for speed. Sui processes stuff in parallel, so combined with Walrus, storage and access are fast. Blobs slide right into Sui dApps for things like NFT storage or DeFi collateral—no need for clunky off-chain systems. This low latency is key for real-time AI applications. Walrus is building momentum through partnerships. Talus uses it for decentralized AI agent data—models, outputs, the works. Itheum tokenizes datasets, creating markets where data trades as an asset. These partnerships aren’t just buzz—they prove Walrus’s value for anyone who cares about verified data. And there’s real backing here. Walrus Foundation landed $140 million from big names like Standard Crypto and a16z. That money’s building a fast, reliable network with AI-scale performance. The ecosystem keeps growing. Walrus runs an RFP program, inviting developers to pitch ideas and get resources. This sparks fresh projects, from AI training tools to new decentralized social platforms. So, why does any of this matter? Centralized clouds fall short—they’re expensive, can get censored, and sometimes just go offline. Walrus dodges those issues, distributing data worldwide for real censorship resistance. For AI, this means training data you can actually trust, not stuff that’s been tampered with. Enterprises get privacy and reliability, minus the single point of failure. There’s a big DeFi angle, too. Walrus enables private transactions, on-chain governance, and staking—users back assets with stored data, and all decisions reference verifiable blobs. It all happens securely right on Sui. Under the hood, Walrus is built for tough conditions. Even if nodes churn or drop out, its coding system recovers data without breaking a sweat. That’s huge if you’re storing health data or financial records for AI analytics. Tech-wise, Walrus takes cues from classic erasure codes like Reed-Solomon but tweaks them for blockchain. On-chain certificates prove storage, and Sui validators keep everyone honest. Access is easy, too. The wal.app aggregator pulls everything together—a portal to the decentralized web. No wallet needed, just browse. It’s Web3 for everyone, not just crypto geeks. And let’s not forget data monetization. Upload a dataset, set your price, verify it as a blob. Buyers pay, get access, and it all runs on Sui. Simple, secure, and ready for the new data economy.
This captures the trend: from yield farming to sustainable, protocol-generated revenue.
Cavil Zevran
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Why Dusk's Privacy Tech Could Unlock Trillions in Tokenized Assets Without Sacrificing Compliance
@Dusk $DUSK #Dusk Dusk Foundation sits right where old-school finance meets the world of blockchain. Since 2018, they’ve been building a layer 1 network that bakes privacy straight into regulated financial systems. Their main focus? Institutions. Dusk gives them modular tools to run compliant DeFi and manage tokenized real-world assets. It’s a big deal because finance always wrestles with the push and pull between keeping deals secret for that competitive edge, and staying transparent enough for the regulators. Every year, data breaches cost billions, so Dusk took that seriously. Their network keeps transactions auditable for the people who need to see the numbers, but hidden from everyone else. That’s how they’re shaping up to be the backbone for on-chain markets. At its heart, Dusk is a privacy-first blockchain. They use zero-knowledge proofs and homomorphic encryption—yeah, that’s some heavy cryptography—to let people transfer assets confidentially. You can hide things like amounts and counterparties, but still prove things for audits or compliance. It’s not just hiding stuff for the sake of it; the whole thing is built to line up with global rules, like the EU’s MiCA standards. If you want, you can go fully public with your transaction, or keep it private and still have it verifiable through tools like DUDE, built by the community. This flexibility is huge. Traditional finance depends on privacy to protect sensitive info, but blockchains are usually wide open. That’s scared off a lot of big players until now. Then there’s DuskEVM, which is where developers jump in. It’s EVM-compatible, so you can write smart contracts in Solidity and plug in all your usual Ethereum tools—no need to start from scratch. DuskEVM went live on mainnet in January 2026, knocking down barriers for building compliant apps. The network already supports over €300 million in tokenized securities, showing it can handle real-world scale. The setup is modular, too. Start simple, add privacy modules like Hedger when you need more. This way, institutions can dip their toes into on-chain finance without risking everything at once.
Hedger is where Dusk really shows off. It’s a module that brings zero-knowledge proofs and homomorphic encryption right into EVM transactions. So, you get privacy, but regulators can still audit when they need to. Most DeFi platforms leave all the data out in the open, which leads to front-running and spying. Hedger’s already live in alpha, and it’s changing the game for institutional apps. For tokenized assets, this protects investor positions from being exposed in wild markets. Dusk isn’t going it alone, either. Their partnerships focus on regulated finance. Teaming up with NPEX, a Dutch exchange with a stack of licenses, they built DuskTrade—a platform for compliant trading of tokenized assets. NPEX handles €300 million in assets, so this isn’t just theory. DuskTrade launches in 2026, giving users direct access to regulated tokenized securities. Then there’s Quantoz, which brings in $EURQ, a MiCA-compliant e-money token. That means users get 1:1 fiat-backed transactions, all under the EU’s transparency rules. It’s a big step for euro-based digital markets.
Interoperability matters, too. Dusk plugged into Chainlink for cross-chain transfers, real-time data, and oracles. This lets tokenized real-world assets move easily between networks, with up-to-date pricing and compliance info. Say you’ve got tokenized bonds—real-time feeds keep their value accurate, so settlements don’t lag behind market shifts. Cordial Systems handles custody, and TradeOn21X opens up wider markets. The result? Dusk is building a network effect, positioning itself as the privacy backbone for tokenized asset ecosystems. And here’s the kicker—Dusk flips the old system on its head. Instead of institutions holding everyone’s assets and creating a mess of liabilities, Dusk lets people self-custody institutional-grade assets right in their own wallets. Issuers reach global liquidity directly, no more silos. Regular users can jump into all kinds of markets—stocks, funds, commodities—without middlemen. It’s finance for everyone, but still compliant. Privacy-focused smart contracts keep everything secure, and trades settle instantly, so no more waiting days for transactions to clear. Technically, Dusk's consensus mechanism supports high throughput for financial workloads. While specific TPS figures are not disclosed in provided sources, the focus lies on reliability over raw speed. Instant finality means trades settle in seconds, contrasting with probabilistic models in other chains. Bulletin boards provide a single source of truth, aiding reconciliation in complex deals. For businesses, this means automated financing and trade execution via smart contracts, outsourcing compliance overhead. Institutions achieve reduced liquidity fragmentation, as assets trade on a unified on-chain venue. Privacy's role in Dusk cannot be overstated. After seven years of development, the network allows choice: transparent for public deals, confidential for sensitive ones. Selective disclosure ensures regulators verify without exposing everything. This mirrors traditional finance's non-disclosure agreements but on-chain. In RWAs, it protects against market manipulation; in DeFi, it enables private lending pools. As tokenization scales—evidenced by BlackRock's BUIDL paying $100 million in dividends—Dusk's tech positions it to handle trillions. Fidelity's crypto stablecoin entry signals mainstream momentum, where Dusk's compliant rails could integrate such assets seamlessly. Comparatively, Dusk differs from general-purpose chains by prioritizing regulated finance. Ethereum excels in decentralization but lacks native privacy for institutions. Solana offers speed but not inherent compliance tools. Dusk bridges this gap, using modular layers to add privacy without forking the base protocol. This evolutionary design allows upgrades, like future modules for advanced encryption, ensuring longevity. Implications for global finance: tokenized markets could unlock illiquid assets, from real estate to art, with privacy fostering broader participation. Dusk's ecosystem grows through developer-friendly tools. EVM compatibility accelerates dApp deployment, focusing on on-chain markets and RWAs like money market funds. Liquid staking via partners like Sozu adds utility, with TVL at 26.6 million and APR around 29.75%. Fees remain low: 0.25% on deposits, 10% on rewards. This incentivizes participation without veering into speculation. Community events, like AMAs and tech talks, foster engagement—CTO Hein Dauven's sessions on RWAs highlight strategic vision. Regulations shape Dusk's trajectory. Frameworks like DORA emphasize operational resilience, which Dusk embeds from the start. By aligning with MiCA and similar rules, Dusk attracts asset managers shifting to full-scale on-chain deployment. Tokenization isn't hype; it's infrastructure. As Robinhood enables self-custody of tokenized stocks, Dusk's privacy ensures such innovations scale securely. Risks persist—impersonators target users, underscoring the need for official channels—but Dusk's warnings and docs mitigate them. Ultimately, Dusk transforms finance by making privacy a feature, not a bug. It enables compliant, efficient markets where trillions in assets tokenize without exposure risks. For developers, it's a playground for regulated apps; for institutions, a gateway to blockchain; for users, access to wealth-building tools. As on-chain adoption accelerates, Dusk's modular, privacy-centric model could redefine how global capital flows.
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