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ChainPulse99

Covering crypto’s heartbeat — updates, price insights, and analysis you can trust. Making blockchain talk simple and clear.
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Poprzez strategiczne partnerstwo z NPEX, Dusk łączy tradycyjne finanse z blockchainem. ​Pełna licencja: @Dusk_Foundation uzyskał wszystkie główne licencje finansowe (MTF, Brokera, ECSP). ​Zintegrowana zgodność: zasady są zintegrowane z protokołem, a nie dodawane jako poświęcenie. ​Pierwszy w swoim rodzaju: Dusk to pierwsza platforma, która przekazuje rzeczywiste finanse na łańcuch z zerową kompromisem pod względem prywatności lub prawa. #dusk $DUSK
Poprzez strategiczne partnerstwo z NPEX, Dusk łączy tradycyjne finanse z blockchainem.

​Pełna licencja: @Dusk uzyskał wszystkie główne licencje finansowe (MTF, Brokera, ECSP).

​Zintegrowana zgodność: zasady są zintegrowane z protokołem, a nie dodawane jako poświęcenie.

​Pierwszy w swoim rodzaju: Dusk to pierwsza platforma, która przekazuje rzeczywiste finanse na łańcuch z zerową kompromisem pod względem prywatności lub prawa.
#dusk $DUSK
K
DUSK/USDT
Cena
0,0655
Tłumacz
@WalrusProtocol Rethinking Digital Ownership Digital ownership is a hollow promise if your NFT’s metadata is stored on a centralized server that can go dark tomorrow. What I appreciate about the Walrus approach is the deep integration with Sui. By making storage "native" to the network, the asset and its data become one inseparable unit. Whether it’s a 4K video, a game asset, or a complex legal document, Walrus ensures that "owning" something in Web3 means you actually possess the data, not just a link to a broken website. #walrus $WAL
@Walrus 🦭/acc
Rethinking Digital Ownership
Digital ownership is a hollow promise if your NFT’s metadata is stored on a centralized server that can go dark tomorrow.
What I appreciate about the Walrus approach is the deep integration with Sui. By making storage "native" to the network, the asset and its data become one inseparable unit. Whether it’s a 4K video, a game asset, or a complex legal document, Walrus ensures that "owning" something in Web3 means you actually possess the data, not just a link to a broken website.

#walrus $WAL
7D Handel PnL
+$61,23
+8.63%
Tłumacz
Redefining Privacy "Privacy" in Web3 often gets a bad reputation with regulators as a tool for evasion. What drew my genuine interest to the Dusk ecosystem is their counter-intuitive concept of "Auditable Privacy." They recognize that for a business, privacy is not about hiding illegal activity; it's about protecting commercial data and strategy. By using ZKPs to prove compliance without revealing underlying data, Dusk is essentially creating a safe harbor for regulated entities to enter DeFi. It’s a mature approach that the industry desperately needs. #dusk $DUSK @Dusk_Foundation
Redefining Privacy
"Privacy" in Web3 often gets a bad reputation with regulators as a tool for evasion.
What drew my genuine interest to the Dusk ecosystem is their counter-intuitive concept of "Auditable Privacy." They recognize that for a business, privacy is not about hiding illegal activity; it's about protecting commercial data and strategy.
By using ZKPs to prove compliance without revealing underlying data, Dusk is essentially creating a safe harbor for regulated entities to enter DeFi. It’s a mature approach that the industry desperately needs.

#dusk $DUSK @Dusk
Znaczniki handlowe
2 transakcje
DUSK/USDT
111
111
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#walrus $WAL @WalrusProtocol Nowy plac zabaw dewelopera ​Jako budowniczy, największym przeszkodą dla przyjęcia Web3 jest "niezgrabność" doświadczenia użytkownika. Nikt nie chce czekać 30 sekund na załadowanie zdjęcia profilowego, ponieważ warstwa przechowywania rozproszonego opóźnia działanie. ​Doświadczenie dewelopera (DevEx) na Walrus to oddech świeżości. Projektowana dla dewelopera o wysokim poziomie autonomiczności – tych, którzy tworzą aplikacje społecznościowe, platformy wideo i wysokoczęstotliwościowe dApp, które wymagają natychmiastowego pobierania danych. Wreszcie usuwa się "opłatę za dezentralizację" w zakresie wydajności. Jestem podekscytowany tym, co się stanie, gdy deweloperzy już nie będą bać się "ciężkich" danych.
#walrus $WAL
@Walrus 🦭/acc Nowy plac zabaw dewelopera
​Jako budowniczy, największym przeszkodą dla przyjęcia Web3 jest "niezgrabność" doświadczenia użytkownika. Nikt nie chce czekać 30 sekund na załadowanie zdjęcia profilowego, ponieważ warstwa przechowywania rozproszonego opóźnia działanie.
​Doświadczenie dewelopera (DevEx) na Walrus to oddech świeżości. Projektowana dla dewelopera o wysokim poziomie autonomiczności – tych, którzy tworzą aplikacje społecznościowe, platformy wideo i wysokoczęstotliwościowe dApp, które wymagają natychmiastowego pobierania danych. Wreszcie usuwa się "opłatę za dezentralizację" w zakresie wydajności. Jestem podekscytowany tym, co się stanie, gdy deweloperzy już nie będą bać się "ciężkich" danych.
WALUSDT
Otwieranie pozycji Short
Niezrealizowane PnL
-1,86USDT
Tłumacz
#dusk $DUSK @Dusk_Foundation Long Game Player ​In a market cycle often obsessed with the "flavor of the month," I have a tremendous amount of respect for teams that just put their heads down and build through the noise. ​Dusk has been developing their bespoke ZK-infrastructure for years, refusing to cut corners on security or decentralization just to launch faster. Watching their recent testnet incentives and the rollout of their Piecrust VM, you can see that long-term vision starting to materialize. ​They are playing a very different game than most L1s.
#dusk $DUSK
@Dusk Long Game Player
​In a market cycle often obsessed with the "flavor of the month," I have a tremendous amount of respect for teams that just put their heads down and build through the noise.
​Dusk has been developing their bespoke ZK-infrastructure for years, refusing to cut corners on security or decentralization just to launch faster. Watching their recent testnet incentives and the rollout of their Piecrust VM, you can see that long-term vision starting to materialize.
​They are playing a very different game than most L1s.
DUSKUSDT
Otwieranie pozycji Long
Niezrealizowane PnL
-3,19USDT
159857854
159857854
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🚀 Nadchodząca lista TrendCoin – 🎁 Kampania nagród w USDT
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💰 Wybrani uczestnicy otrzymają nagrody w USDT.

Śledź nas – wkrótce szczegółowe informacje o liście i przewodnik po zakupach w Web3.

#TrendCoin #Airdrop #ZTCBinanceTGE #BinanceHODLerBREV #ETHWhaleWatch $BNB $BTC $ETH
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good luck
good luck
Trend Coin
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🚀 Nadchodząca lista TrendCoin – 🎁 Kampania nagród w USDT
Jak dołączyć 💰:
1️⃣ Obserwuj nasz profil
2️⃣ Polub i przekaż ten post
3️⃣ Skomentuj swoje ID na Binance

💰 Wybrani uczestnicy otrzymają nagrody w USDT.

Śledź nas – wkrótce szczegółowe informacje o liście i przewodnik po zakupach w Web3.

#TrendCoin #Airdrop #ZTCBinanceTGE #BinanceHODLerBREV #ETHWhaleWatch $BNB $BTC $ETH
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Economy of DataThe WAL Token and the Trillion-Dollar Market for Decentralized Infrastructure ​We have looked at the problem, and we have looked at the technology. Now, we must look at the opportunity. ​Crypto projects live or die by their tokenomics. You can have the best code in the world, but if the economic incentives aren't aligned, the network will collapse. The Walrus token ($WAL) is designed to be the fuel that keeps this decentralized machine running. ​But beyond the token, Walrus represents a bet on a much larger trend: the transition of the physical infrastructure of the internet from centralized corporations to decentralized communities. ​The Tokenomics of walrus ​The WAL token isn't just a speculative asset; it is a utility token in the truest sense. It has three core functions that create a circular economy: ​Payment (The Demand Side): If you want to store data on Walrus, you pay in $WAL. This creates constant buying pressure for the token as long as there is demand for storage. Whether it’s an NFT platform storing images or a news site archiving articles, they all need to buy WAL to pay the rent.​Staking (The Security Side): Storage nodes must stake $WAL to participate in the network. This ensures they have "skin in the game." If a node promises to store your data but deletes it to save space, they can be penalized (slashed). This aligns the profit motive with honest behavior.​Governance (The Control Side): WAL holders vote on the future of the protocol. They decide on pricing parameters, reward rates, and upgrades. ​What’s interesting here is the Delegated Proof of Stake (DPoS) model. You, as a regular user, don't need to run a server rack in your basement to earn rewards. You can "delegate" your WAL tokens to a trusted storage node. The node does the work, earns the fees, and shares a portion of the profit with you. ​This turns storage into a yield-bearing asset. Instead of your hard drive just sitting there, it (or the tokens representing it) becomes a worker in the digital economy. ​The "Endowment" Model: Solving Sustainability ​One of the most innovative economic features of Walrus is how it handles long-term storage prices. ​In most systems, if the price of the token skyrockets, storage becomes too expensive. If the token crashes, storage becomes too cheap, and nodes go bankrupt. ​Walrus decouples the cost of storage from the price of the token using an algorithmic pricing mechanism. But the real genius is the storage endowment. ​As mentioned in the previous article, users can pay a lump sum to store data "forever." The protocol invests this lump sum (via staking), and the yield pays the storage providers. This ensures that even 50 years from now, there is money flowing to the nodes to keep that data alive. It solves the "tragedy of the commons" where old data gets deleted because nobody wants to pay for it anymore. ​The AI Catalyst ​We cannot talk about the future of Walrus without talking about Artificial Intelligence. ​AI models are voracious consumers of data. They need terabytes of text, images, and video to learn. Currently, this data is siloed in the hands of Big Tech. OpenAI, Google, and Meta control the datasets. ​Walrus offers an alternative: Data Markets. ​Because Walrus is programmable, a user could upload a high-quality dataset (say, medical imaging data or weather patterns) and encrypt it. They can then sell access to this data to AI companies directly via smart contracts. ​Walrus becomes the marketplace. The WAL token becomes the currency of this trade. This unlocks a "Data-to-Earn" economy where individuals are compensated for the information they contribute to the global AI brain, rather than having it scraped for free. ​Comparing the Giants: Walrus vs. Filecoin vs. Arweave ​Investors will naturally ask: "How is this different from Filecoin?" ​Filecoin is the giant. It has massive capacity, but it can be slow to retrieve data and complex to integrate. It is often used for "cold storage" (archiving data you rarely need).​Arweave focuses on permanence. You pay once, store forever. It is fantastic for history, but expensive for high-frequency data.​Walrus hits the sweet spot. It is designed for "hot" data—data that needs to be read, written, and updated frequently. Because of its integration with Sui, it is faster and more responsive. ​It isn't necessarily a "Filecoin Killer"; it’s a specialized tool for a high-performance era. As Web3 moves from static JPEGs to interactive gaming and social media, the market will shift toward the high-performance storage that Walrus offers. ​The Verdict ​The internet is essentially just moving data from point A to point B. For the last 20 years, we have rented the trucks (servers) from Amazon and Google. We paid their tolls, followed their rules, and hoped they wouldn't shut down the highway. ​Walrus proposes a future where we own the fleet. ​By combining the speed of Sui with the efficiency of Red Stuff coding, Walrus makes decentralized storage economically viable for the first time for high-performance apps. ​For investors and users alike, the project represents a maturing of the crypto landscape. We are moving past the "casino phase" of speculation and into the "infrastructure phase" of utility. And in the digital age, storage is the ultimate utility. ​Walrus isn't just selling space; it's selling sovereignty. And in 2026, that is a commodity worth watching. #WAL @WalrusProtocol

Economy of Data

The WAL Token and the Trillion-Dollar Market for Decentralized Infrastructure
​We have looked at the problem, and we have looked at the technology. Now, we must look at the opportunity.
​Crypto projects live or die by their tokenomics. You can have the best code in the world, but if the economic incentives aren't aligned, the network will collapse. The Walrus token ($WAL ) is designed to be the fuel that keeps this decentralized machine running.
​But beyond the token, Walrus represents a bet on a much larger trend: the transition of the physical infrastructure of the internet from centralized corporations to decentralized communities.
​The Tokenomics of walrus
​The WAL token isn't just a speculative asset; it is a utility token in the truest sense. It has three core functions that create a circular economy:
​Payment (The Demand Side): If you want to store data on Walrus, you pay in $WAL . This creates constant buying pressure for the token as long as there is demand for storage. Whether it’s an NFT platform storing images or a news site archiving articles, they all need to buy WAL to pay the rent.​Staking (The Security Side): Storage nodes must stake $WAL to participate in the network. This ensures they have "skin in the game." If a node promises to store your data but deletes it to save space, they can be penalized (slashed). This aligns the profit motive with honest behavior.​Governance (The Control Side): WAL holders vote on the future of the protocol. They decide on pricing parameters, reward rates, and upgrades.
​What’s interesting here is the Delegated Proof of Stake (DPoS) model. You, as a regular user, don't need to run a server rack in your basement to earn rewards. You can "delegate" your WAL tokens to a trusted storage node. The node does the work, earns the fees, and shares a portion of the profit with you.
​This turns storage into a yield-bearing asset. Instead of your hard drive just sitting there, it (or the tokens representing it) becomes a worker in the digital economy.
​The "Endowment" Model: Solving Sustainability
​One of the most innovative economic features of Walrus is how it handles long-term storage prices.
​In most systems, if the price of the token skyrockets, storage becomes too expensive. If the token crashes, storage becomes too cheap, and nodes go bankrupt.
​Walrus decouples the cost of storage from the price of the token using an algorithmic pricing mechanism. But the real genius is the storage endowment.
​As mentioned in the previous article, users can pay a lump sum to store data "forever." The protocol invests this lump sum (via staking), and the yield pays the storage providers. This ensures that even 50 years from now, there is money flowing to the nodes to keep that data alive. It solves the "tragedy of the commons" where old data gets deleted because nobody wants to pay for it anymore.
​The AI Catalyst
​We cannot talk about the future of Walrus without talking about Artificial Intelligence.
​AI models are voracious consumers of data. They need terabytes of text, images, and video to learn. Currently, this data is siloed in the hands of Big Tech. OpenAI, Google, and Meta control the datasets.
​Walrus offers an alternative: Data Markets.
​Because Walrus is programmable, a user could upload a high-quality dataset (say, medical imaging data or weather patterns) and encrypt it. They can then sell access to this data to AI companies directly via smart contracts.
​Walrus becomes the marketplace. The WAL token becomes the currency of this trade. This unlocks a "Data-to-Earn" economy where individuals are compensated for the information they contribute to the global AI brain, rather than having it scraped for free.
​Comparing the Giants: Walrus vs. Filecoin vs. Arweave
​Investors will naturally ask: "How is this different from Filecoin?"
​Filecoin is the giant. It has massive capacity, but it can be slow to retrieve data and complex to integrate. It is often used for "cold storage" (archiving data you rarely need).​Arweave focuses on permanence. You pay once, store forever. It is fantastic for history, but expensive for high-frequency data.​Walrus hits the sweet spot. It is designed for "hot" data—data that needs to be read, written, and updated frequently. Because of its integration with Sui, it is faster and more responsive.
​It isn't necessarily a "Filecoin Killer"; it’s a specialized tool for a high-performance era. As Web3 moves from static JPEGs to interactive gaming and social media, the market will shift toward the high-performance storage that Walrus offers.
​The Verdict
​The internet is essentially just moving data from point A to point B. For the last 20 years, we have rented the trucks (servers) from Amazon and Google. We paid their tolls, followed their rules, and hoped they wouldn't shut down the highway.
​Walrus proposes a future where we own the fleet.
​By combining the speed of Sui with the efficiency of Red Stuff coding, Walrus makes decentralized storage economically viable for the first time for high-performance apps.
​For investors and users alike, the project represents a maturing of the crypto landscape. We are moving past the "casino phase" of speculation and into the "infrastructure phase" of utility. And in the digital age, storage is the ultimate utility.
​Walrus isn't just selling space; it's selling sovereignty. And in 2026, that is a commodity worth watching.
#WAL @WalrusProtocol
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Otwarcie trilionów dolarówDlaczego aktywa rzeczywiste (RWA) potrzebują specjalistycznej łańcuchowej technologii ​Całkowita kapitalizacja rynku kryptowalut wynosi około 3,1 biliona dolarów. To imponująca liczba dla branży, która ma zaledwie 15 lat. ​Ale w porównaniu z tradycyjną finansami, to nic. ​Światowy rynek obligacji jest wart ponad 130 bilionów dolarów. Światowa nieruchomość ma wartość ponad 300 bilionów dolarów. Akcje na świecie przekraczają 100 bilionów dolarów. ​Kryptonauci często mówią o "pożeraniu tradycyjnej finansów." Ale mądrzejszą strategią nie jest jej zniszczenie; to jej wchłonięcie. Największa okazja w kolejnym dziesięcioleciu blockchainu nie polega na nowym memecoinie; to migracja tych ogromnych klas aktywów rzeczywistych (RWA) na technologię rozproszonego rejestru.

Otwarcie trilionów dolarów

Dlaczego aktywa rzeczywiste (RWA) potrzebują specjalistycznej łańcuchowej technologii
​Całkowita kapitalizacja rynku kryptowalut wynosi około 3,1 biliona dolarów. To imponująca liczba dla branży, która ma zaledwie 15 lat.
​Ale w porównaniu z tradycyjną finansami, to nic.
​Światowy rynek obligacji jest wart ponad 130 bilionów dolarów. Światowa nieruchomość ma wartość ponad 300 bilionów dolarów. Akcje na świecie przekraczają 100 bilionów dolarów.
​Kryptonauci często mówią o "pożeraniu tradycyjnej finansów." Ale mądrzejszą strategią nie jest jej zniszczenie; to jej wchłonięcie. Największa okazja w kolejnym dziesięcioleciu blockchainu nie polega na nowym memecoinie; to migracja tych ogromnych klas aktywów rzeczywistych (RWA) na technologię rozproszonego rejestru.
Tłumacz
Developer-Friendly Ecosystem Walrus is built with developers in mind. Clear documentation, simple integrations, and flexible APIs make it easier to build on the network without unnecessary complexity. Whether you are creating a decentralized app, NFT platform, or heavy data Web3 service, Walrus offers tools that fit naturally into modern development workflows. This lowers the barrier to entry and speeds up innovation. A strong developer ecosystem is essential for long-term success, and Walrus understands that infrastructure alone is not enough. By supporting builders and encouraging experimentation, Walrus is positioning itself as a key layer in the next generation of decentralized applications. #walrus $WAL @WalrusProtocol
Developer-Friendly Ecosystem
Walrus is built with developers in mind. Clear documentation, simple integrations, and flexible APIs make it easier to build on the network without unnecessary complexity. Whether you are creating a decentralized app, NFT platform, or heavy data Web3 service, Walrus offers tools that fit naturally into modern development workflows. This lowers the barrier to entry and speeds up innovation. A strong developer ecosystem is essential for long-term success, and Walrus understands that infrastructure alone is not enough. By supporting builders and encouraging experimentation, Walrus is positioning itself as a key layer in the next generation of decentralized applications.
#walrus $WAL @Walrus 🦭/acc
Tłumacz
Consensus Mechanism (Segregated Byzantine Agreement) True Decentralization with quick Finality. A blockchain is only as powerful as its consensus mechanism. Dusk uses a unique mechanism called Segregated Byzantine Agreement (SBA), designed specifically to solve the "scalability vs. decentralization" trilemma. Unlike energy hungry Proof-of-Work models, SBA is eco-friendly and incredibly fast. It utilizes "Proof of Blind Bid," which allows anyone to participate in consensus privately. This randomness ensures that the network remains decentralized because no single entity can predict or control who proposes the next block. The result? Instant finality. Once a transaction is in a block, it is settled. For financial applications where certainty is currency, this immediate settlement capability is non-negotiable. #dusk $DUSK @Dusk_Foundation
Consensus Mechanism (Segregated Byzantine Agreement)
True Decentralization with quick Finality.
A blockchain is only as powerful as its consensus mechanism. Dusk uses a unique mechanism called Segregated Byzantine Agreement (SBA), designed specifically to solve the "scalability vs. decentralization" trilemma.
Unlike energy hungry Proof-of-Work models, SBA is eco-friendly and incredibly fast. It utilizes "Proof of Blind Bid," which allows anyone to participate in consensus privately. This randomness ensures that the network remains decentralized because no single entity can predict or control who proposes the next block.
The result? Instant finality. Once a transaction is in a block, it is settled. For financial applications where certainty is currency, this immediate settlement capability is non-negotiable.
#dusk $DUSK @Dusk
Tłumacz
Walrus Token Utility The Walrus token plays an important role in aligning incentives across the ecosystem. It is used to pay for storage, reward node operators, and support network continuesly. This creates a balanced economy where all participants are encouraged to act honestly and contribute resources. As network usage grows, demand for the utility token naturally increases, tying value to real utility rather than speculation alone. For users, the token enables seamless access to decentralized storage services. For operators, it provides a clear reward winning model for maintaining uptime and performance. Walrus tokenomics are designed with long-term growth in mind, focusing on utility, participation, and a powerful network economy. #walrus $WAL @WalrusProtocol
Walrus Token Utility
The Walrus token plays an important role in aligning incentives across the ecosystem. It is used to pay for storage, reward node operators, and support network continuesly. This creates a balanced economy where all participants are encouraged to act honestly and contribute resources. As network usage grows, demand for the utility token naturally increases, tying value to real utility rather than speculation alone. For users, the token enables seamless access to decentralized storage services. For operators, it provides a clear reward winning model for maintaining uptime and performance. Walrus tokenomics are designed with long-term growth in mind, focusing on utility, participation, and a powerful network economy.
#walrus $WAL @Walrus 🦭/acc
Tłumacz
The Piecrust VM (Tech & Developer Experience) The Engine Behind Confidential Smart Contracts. Building privacy-preserving applications used to be incredibly complex. Enter Piecrust, Dusk’s custom built Virtual Machine. It is the powerhouse that makes confidential smart contracts not just possible, but efficient. Piecrust is a Zero-Knowledge Virtual Machine (ZK-VM) optimized for speed and privacy. What makes it truly special is its focus on developer usability. It supports widely used languages, meaning developers don't have to learn again everything from scratch to build privacy-first dApps. For the ecosystem, Piecrust means faster execution times and the ability to run complex financial logic privately. It is the technological backbone that ensures Dusk can handle the high throughput required by institutional financial markets. #dusk $DUSK @Dusk_Foundation
The Piecrust VM (Tech & Developer Experience)
The Engine Behind Confidential Smart Contracts.

Building privacy-preserving applications used to be incredibly complex. Enter Piecrust, Dusk’s custom built Virtual Machine. It is the powerhouse that makes confidential smart contracts not just possible, but efficient.
Piecrust is a Zero-Knowledge Virtual Machine (ZK-VM) optimized for speed and privacy. What makes it truly special is its focus on developer usability. It supports widely used languages, meaning developers don't have to learn again everything from scratch to build privacy-first dApps.
For the ecosystem, Piecrust means faster execution times and the ability to run complex financial logic privately. It is the technological backbone that ensures Dusk can handle the high throughput required by institutional financial markets.
#dusk $DUSK @Dusk
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Technologia napędzająca zgodną prywatność​W świecie blockchain łatwo się zgubić wśród słów kluczowych. Projekty często obiecują świat za pomocą nieprecyzyjnego żargonu technicznego. Ale gdy usuniemy marketing, to co naprawdę sprawia, że sieć działa? ​Dusk jest fascynujący, ponieważ jego architektura nie została sklejona z istniejących kodów źródłowych. Została stworzona specjalnie, aby rozwiązać bardzo konkretne i bardzo trudne problemy związane z prywatnością finansową i zgodnością z przepisami. ​Aby zrozumieć, dlaczego Dusk jest gotowy na zajęcie rynku zarejestrowanych aktywów, musimy zajrzeć pod kapotę i spojrzeć na trzy kluczowe komponenty: VM Piecrust, protokół Citadel oraz mechanizm konsensusu.

Technologia napędzająca zgodną prywatność

​W świecie blockchain łatwo się zgubić wśród słów kluczowych. Projekty często obiecują świat za pomocą nieprecyzyjnego żargonu technicznego. Ale gdy usuniemy marketing, to co naprawdę sprawia, że sieć działa?
​Dusk jest fascynujący, ponieważ jego architektura nie została sklejona z istniejących kodów źródłowych. Została stworzona specjalnie, aby rozwiązać bardzo konkretne i bardzo trudne problemy związane z prywatnością finansową i zgodnością z przepisami.
​Aby zrozumieć, dlaczego Dusk jest gotowy na zajęcie rynku zarejestrowanych aktywów, musimy zajrzeć pod kapotę i spojrzeć na trzy kluczowe komponenty: VM Piecrust, protokół Citadel oraz mechanizm konsensusu.
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The Technical Architecture Powering WalrusTo truly appreciate the potential of the Walrus protocol, we have to pop the hood and look at the engine. In the world of blockchain infrastructure, vague promises of "scalability" are a dime a dozen. Real innovation the kind that survives bear markets and scales to millions of users are found in the architecture. ​Walrus is built on a premise that sounds contradictory: How do we make storage decentralized without making it slow? ​The answer lies in a clever separation of powers. ​Separating the Brain from the Body ​Most early decentralized storage networks tried to do everything on a single layer. They tried to handle the payments, the file negotiation, and the actual data storage all in one place. This creates a bottleneck. It’s like trying to run a stock exchange and a warehouse out of the same room. ​Walrus splits the job. ​The Brain (Sui): Walrus uses the Sui blockchain as its "control plane." Sui handles the metadata. It tracks who owns what file, who has paid for storage, and which nodes are supposed to be holding the data. Because Sui is an object-centric, high-throughput chain, this management layer is incredibly fast.​The Body (The Storage Nodes): The actual heavy data—the "blobs"—never touches the Sui blockchain directly. Instead, it is stored off-chain by a network of specialized Walrus storage nodes. ​This separation is brilliant. It means the Sui blockchain doesn't get clogged up with gigabytes of video files (which would crash the network), but users still get the security and instant finality of a Sui transaction when they pay for storage. ​The "Red Stuff" Algorithm: A Deep Dive ​We touched on "Red Stuff" in the previous article, but technically, it deserves a closer look. It is a 2-dimensional Erasure Coding scheme. ​In traditional storage networks, if a node goes offline, the network usually has to "re-replicate" that data immediately to stay safe. This consumes massive amounts of bandwidth. It’s a frantic game of digital catch-up. ​Red Stuff is "regenerative." Because the data is encoded in two dimensions (think of a grid rather than a line), the network can recover missing data with much less effort. If a node fails, the surviving nodes can mathematically reconstruct the missing shards using only a fraction of the bandwidth required by older protocols. ​This efficiency is the "secret sauce." It means Walrus nodes don't need supercomputers or fiber-optic cables to participate. It lowers the barrier to entry for hardware, which in turn increases decentralization. ​Programmability: Storage You Can Script ​The most exciting technical feature of Walrus isn't the storage itself—it's the programmability. ​Because Walrus is tightly integrated with Sui and the Move programming language, data becomes "smart." ​In a traditional cloud, a file is just a file. It sits there until you download it. In Walrus, a file can be an active participant in a smart contract. ​Imagine a music file that "knows" who owns it. You could write a Move smart contract that says: "Allow access to this MP3 file only if the user has paid 5 USDC to this specific wallet address." ​The storage node itself checks the blockchain state. If the payment is confirmed on Sui, the Walrus node serves the file. If not, it refuses. ​This eliminates the need for a backend server to manage subscriptions or paywalls. The logic is baked into the storage layer itself. This is revolutionary for dApp developers. They can build YouTube competitors, Spotify clones, or document-signing services without ever spinning up a centralized backend. The blockchain handles the logic; Walrus handles the data. ​The "Epoch" System and Garbage Collection ​Another technical challenge in decentralized storage is "digital trash." If everyone uploads data forever, the network fills up with junk, and costs skyrocket. ​Walrus solves this with an Epoch-based system. Time is divided into chunks (epochs). When you buy storage, you are essentially renting space for a certain number of epochs. ​This creates a healthy market dynamic. Storage isn't a "buy once, keep forever for free" model, which is economically unsustainable (a problem other chains have faced). Instead, it’s a "pay for what you need" model. ​However, Walrus also supports "permanent" storage via a clever endowment mechanism. You can put down a large sum of tokens upfront, and the interest (staking rewards) earned on those tokens pays the rent on your file—forever. It’s like a university endowment, but for your JPEGs. ​The Developer Experience (DX) ​Finally, we have to talk about DX. The best tech in the world fails if developers hate using it. ​The Walrus team has clearly spent time here. They provide a simple HTTP API. This means a standard Web2 developer—someone who knows JavaScript but knows nothing about crypto—can upload a file to Walrus using standard web commands (PUT and GET). They don't need to run a complex node or manage private keys just to test it out. ​This "Web2 in the front, Web3 in the back" approach is how you bridge the gap. It allows existing websites to swap out their AWS S3 backend for Walrus without rewriting their entire application. ​In summary, Walrus is a technical marvel because it is pragmatic. It doesn't pursue decentralization at the cost of performance. It uses the right tool for the right job: Sui for speed, Red Stuff for efficiency, and HTTP for accessibility. $WAL #walrus @WalrusProtocol

The Technical Architecture Powering Walrus

To truly appreciate the potential of the Walrus protocol, we have to pop the hood and look at the engine. In the world of blockchain infrastructure, vague promises of "scalability" are a dime a dozen. Real innovation the kind that survives bear markets and scales to millions of users are found in the architecture.
​Walrus is built on a premise that sounds contradictory: How do we make storage decentralized without making it slow?
​The answer lies in a clever separation of powers.
​Separating the Brain from the Body
​Most early decentralized storage networks tried to do everything on a single layer. They tried to handle the payments, the file negotiation, and the actual data storage all in one place. This creates a bottleneck. It’s like trying to run a stock exchange and a warehouse out of the same room.
​Walrus splits the job.
​The Brain (Sui): Walrus uses the Sui blockchain as its "control plane." Sui handles the metadata. It tracks who owns what file, who has paid for storage, and which nodes are supposed to be holding the data. Because Sui is an object-centric, high-throughput chain, this management layer is incredibly fast.​The Body (The Storage Nodes): The actual heavy data—the "blobs"—never touches the Sui blockchain directly. Instead, it is stored off-chain by a network of specialized Walrus storage nodes.
​This separation is brilliant. It means the Sui blockchain doesn't get clogged up with gigabytes of video files (which would crash the network), but users still get the security and instant finality of a Sui transaction when they pay for storage.
​The "Red Stuff" Algorithm: A Deep Dive
​We touched on "Red Stuff" in the previous article, but technically, it deserves a closer look. It is a 2-dimensional Erasure Coding scheme.
​In traditional storage networks, if a node goes offline, the network usually has to "re-replicate" that data immediately to stay safe. This consumes massive amounts of bandwidth. It’s a frantic game of digital catch-up.
​Red Stuff is "regenerative." Because the data is encoded in two dimensions (think of a grid rather than a line), the network can recover missing data with much less effort. If a node fails, the surviving nodes can mathematically reconstruct the missing shards using only a fraction of the bandwidth required by older protocols.
​This efficiency is the "secret sauce." It means Walrus nodes don't need supercomputers or fiber-optic cables to participate. It lowers the barrier to entry for hardware, which in turn increases decentralization.
​Programmability: Storage You Can Script
​The most exciting technical feature of Walrus isn't the storage itself—it's the programmability.
​Because Walrus is tightly integrated with Sui and the Move programming language, data becomes "smart."
​In a traditional cloud, a file is just a file. It sits there until you download it. In Walrus, a file can be an active participant in a smart contract.
​Imagine a music file that "knows" who owns it. You could write a Move smart contract that says: "Allow access to this MP3 file only if the user has paid 5 USDC to this specific wallet address."
​The storage node itself checks the blockchain state. If the payment is confirmed on Sui, the Walrus node serves the file. If not, it refuses.
​This eliminates the need for a backend server to manage subscriptions or paywalls. The logic is baked into the storage layer itself. This is revolutionary for dApp developers. They can build YouTube competitors, Spotify clones, or document-signing services without ever spinning up a centralized backend. The blockchain handles the logic; Walrus handles the data.
​The "Epoch" System and Garbage Collection
​Another technical challenge in decentralized storage is "digital trash." If everyone uploads data forever, the network fills up with junk, and costs skyrocket.
​Walrus solves this with an Epoch-based system. Time is divided into chunks (epochs). When you buy storage, you are essentially renting space for a certain number of epochs.
​This creates a healthy market dynamic. Storage isn't a "buy once, keep forever for free" model, which is economically unsustainable (a problem other chains have faced). Instead, it’s a "pay for what you need" model.
​However, Walrus also supports "permanent" storage via a clever endowment mechanism. You can put down a large sum of tokens upfront, and the interest (staking rewards) earned on those tokens pays the rent on your file—forever. It’s like a university endowment, but for your JPEGs.
​The Developer Experience (DX)
​Finally, we have to talk about DX. The best tech in the world fails if developers hate using it.
​The Walrus team has clearly spent time here. They provide a simple HTTP API. This means a standard Web2 developer—someone who knows JavaScript but knows nothing about crypto—can upload a file to Walrus using standard web commands (PUT and GET). They don't need to run a complex node or manage private keys just to test it out.
​This "Web2 in the front, Web3 in the back" approach is how you bridge the gap. It allows existing websites to swap out their AWS S3 backend for Walrus without rewriting their entire application.
​In summary, Walrus is a technical marvel because it is pragmatic. It doesn't pursue decentralization at the cost of performance. It uses the right tool for the right job: Sui for speed, Red Stuff for efficiency, and HTTP for accessibility.
$WAL #walrus @WalrusProtocol
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let's win this
Binance Square Official
--
Jakość jest kluczowym silnikiem rozwoju społeczności Binance Square, a my naprawdę wierzymy, że zasługują one na to, by być widzianymi, szanowanymi i nagradzanymi. Od dzisiaj rozdajemy 1 BNB wśród 10 twórców na podstawie ich treści i wyników w ciągu 10 dni, łącznie 100 BNB. Zachęcamy społeczność do rekomendowania nam więcej treści i kontynuowania dzielenia się wysokiej jakości wskazówkami o unikalnej wartości.

Kryteria oceny
1. Podstawowe wskaźniki: liczba wyświetleń / kliknięć, polubienia / komentarze / udostępnienia oraz inne dane interakcji
2. Punkty dodatkowe: rzeczywiste konwersje wywołane przez treści (np. uczestnictwo w handlu na giełdzie spot/contract poprzez wydobycie treści, działania użytkowników itp.)
3. Codzienny zestaw 10 nagrodzonych: format treści jest nieograniczony (głębokie analizy, krótkie filmy, aktualizacje na bieżąco, memy, oryginalne opinie itp.). Twórcy mogą być nagradzani wielokrotnie.
4. Rozliczanie nagród: dzienny pulę nagród 10 BNB, równo rozdzielona między 10 twórców na liście liderów
5. Sposób rozliczenia: nagrody będą kredytowane codziennie poprzez przekazywanie z tego konta do treści bezpośrednio (@Binance Square Official ). Upewnij się, że funkcja przekazywania jest włączona.
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The Unseen Crisis of Web3 (and How Walrus Fixes It)The Elephant in the Server Room: Why Decentralized Storage Was Failing Until Walrus Arrived ​We talk a lot about "decentralization" in this industry. We celebrate when a new Layer-1 blockchain processes 10,000 transactions per second. We cheer when a DeFi protocol hits $1 billion in Total Value Locked. We pride ourselves on the idea that "code is law" and that no single entity controls our financial destiny. ​But there is a dirty little secret in Web3 that, for a long time, nobody really wanted to talk about. ​Where is the stuff actually stored? ​You buy an NFT of a digital artwork. The transaction record—the receipt that says "User X owns Token Y"—is immutable and lives on the blockchain. But the image itself? The high-resolution JPEG or the MP4 video file? In far too many cases, that file lives on a centralized server. It lives on Amazon Web Services (AWS). It lives on a Dropbox link. If that centralized server goes down, or if the company stops paying its hosting bill, your "immutable" asset becomes a 404 Error. You own the receipt, but the goods are gone. ​This is the "Data Availability" crisis. For years, solving it was too expensive, too slow, or too complex. Early pioneers like Filecoin and Arweave broke important ground, but they often struggled with the "impossible triangle" of storage: keeping it cheap, keeping it fast, and keeping it decentralized all at the same time. ​Enter Walrus. ​Not Just Another Dropbox Clone ​Walrus isn't just trying to be a "crypto Dropbox." It is building the missing hard drive for the decentralized internet. ​Developed by Mysten Labs—the same heavy-hitters who built the Sui network—Walrus was born from a frustration with the status quo. The team realized that as blockchains got faster (thanks to networks like Sui and Solana), the storage layer was lagging behind. You could execute a trade in 400 milliseconds, but retrieving the metadata for that trade might take seconds or cost a fortune to store permanently. ​Walrus changes the math. It is a decentralized storage network designed specifically for "blobs"—large, unstructured pieces of data like video, audio, AI datasets, and dApp front-ends. ​But the real magic isn't what it stores; it's how it stores it. ​The Philosophy of "Red Stuff" ​At the heart of Walrus is a technological breakthrough with a surprisingly playful name: "Red Stuff." ​To understand why this matters, think about how traditional cloud storage works. If Google wants to make sure your file is safe, they usually just make copies. They might keep three full copies of your file on three different servers. If one breaks, they use the others. It’s effective, but it’s expensive. You are paying for 3x the storage you actually need. ​In the crypto world, this "replication" model is even more costly because every node in the network needs to be paid. ​Walrus creates a paradigm shift using "Erasure Coding." Instead of copying your file, "Red Stuff" breaks your file into mathematical fragments (shards). It then scatters these shards across the network. ​Here is the "human" part of the equation: You don't need all the shards to get your file back. You only need a fraction of them. ​Imagine you shred a document into 100 pieces. In a normal world, you’d need to tape all 100 back together to read it. With Walrus’s math, you might only need any 30 pieces to perfectly reconstruct the original document. This means the network is incredibly resilient. A large chunk of the storage nodes could go offline, get hacked, or vanish, and your data would still be instantly recoverable. ​Why This Matters for You (Even if You Aren't a Dev) ​You might be thinking, "I'm an investor, not a coder. Why do I care about erasure coding?" ​You care because it drives the cost down to a level where decentralized storage finally makes business sense. ​Before Walrus, storing terabytes of data on-chain was a luxury. It was cheaper to just use AWS and hope for the best. With Walrus, the cost of decentralized storage drops significantly, making it competitive with the centralized giants. ​This opens the floodgates for real-world use cases: ​Uncensorable Social Media: Imagine a Twitter alternative where your posts and videos aren't stored on a corporate server that can ban you, but on a decentralized web that no single CEO controls. ​AI Training Data: As AI grows, we need verifiable, public datasets. Walrus provides a cheap, permanent home for the massive libraries of data needed to train the next ChatGPT, without relying on Microsoft or Google to host it ​True NFT Ownership: Finally, your expensive digital collectibles can live entirely on-chain. ​The Human Element of Stability ​What stands out most about the Walrus project is the team’s focus on usability. They didn't just build a complex math problem; they built a product. They understood that for this to work, it had to be easy for developers to plug into. ​By leveraging the Sui network for coordination, Walrus offers something rare in crypto: speed. Sui handles the "management" logic (who pays whom, who stores what) with lightning-fast consensus, while Walrus handles the heavy lifting of the data. ​It is a symbiotic relationship that feels less like a science experiment and more like a finished product. ​In the end, Walrus is trying to make the "decentralized cloud" boring. And that is the highest compliment you can pay infrastructure. You shouldn't have to think about where your water comes from; you just want it to flow when you turn the tap. For years, the "water" of Web3 (data) has been unreliable. Walrus is finally fixing the plumbing. $WAL #walrus @WalrusProtocol

The Unseen Crisis of Web3 (and How Walrus Fixes It)

The Elephant in the Server Room: Why Decentralized Storage Was Failing Until Walrus Arrived
​We talk a lot about "decentralization" in this industry. We celebrate when a new Layer-1 blockchain processes 10,000 transactions per second. We cheer when a DeFi protocol hits $1 billion in Total Value Locked. We pride ourselves on the idea that "code is law" and that no single entity controls our financial destiny.
​But there is a dirty little secret in Web3 that, for a long time, nobody really wanted to talk about.
​Where is the stuff actually stored?
​You buy an NFT of a digital artwork. The transaction record—the receipt that says "User X owns Token Y"—is immutable and lives on the blockchain. But the image itself? The high-resolution JPEG or the MP4 video file? In far too many cases, that file lives on a centralized server. It lives on Amazon Web Services (AWS). It lives on a Dropbox link. If that centralized server goes down, or if the company stops paying its hosting bill, your "immutable" asset becomes a 404 Error. You own the receipt, but the goods are gone.
​This is the "Data Availability" crisis. For years, solving it was too expensive, too slow, or too complex. Early pioneers like Filecoin and Arweave broke important ground, but they often struggled with the "impossible triangle" of storage: keeping it cheap, keeping it fast, and keeping it decentralized all at the same time.
​Enter Walrus.
​Not Just Another Dropbox Clone
​Walrus isn't just trying to be a "crypto Dropbox." It is building the missing hard drive for the decentralized internet.
​Developed by Mysten Labs—the same heavy-hitters who built the Sui network—Walrus was born from a frustration with the status quo. The team realized that as blockchains got faster (thanks to networks like Sui and Solana), the storage layer was lagging behind. You could execute a trade in 400 milliseconds, but retrieving the metadata for that trade might take seconds or cost a fortune to store permanently.
​Walrus changes the math. It is a decentralized storage network designed specifically for "blobs"—large, unstructured pieces of data like video, audio, AI datasets, and dApp front-ends.
​But the real magic isn't what it stores; it's how it stores it.
​The Philosophy of "Red Stuff"
​At the heart of Walrus is a technological breakthrough with a surprisingly playful name: "Red Stuff."
​To understand why this matters, think about how traditional cloud storage works. If Google wants to make sure your file is safe, they usually just make copies. They might keep three full copies of your file on three different servers. If one breaks, they use the others. It’s effective, but it’s expensive. You are paying for 3x the storage you actually need.
​In the crypto world, this "replication" model is even more costly because every node in the network needs to be paid.
​Walrus creates a paradigm shift using "Erasure Coding." Instead of copying your file, "Red Stuff" breaks your file into mathematical fragments (shards). It then scatters these shards across the network.
​Here is the "human" part of the equation: You don't need all the shards to get your file back. You only need a fraction of them.
​Imagine you shred a document into 100 pieces. In a normal world, you’d need to tape all 100 back together to read it. With Walrus’s math, you might only need any 30 pieces to perfectly reconstruct the original document. This means the network is incredibly resilient. A large chunk of the storage nodes could go offline, get hacked, or vanish, and your data would still be instantly recoverable.
​Why This Matters for You (Even if You Aren't a Dev)
​You might be thinking, "I'm an investor, not a coder. Why do I care about erasure coding?"
​You care because it drives the cost down to a level where decentralized storage finally makes business sense.
​Before Walrus, storing terabytes of data on-chain was a luxury. It was cheaper to just use AWS and hope for the best. With Walrus, the cost of decentralized storage drops significantly, making it competitive with the centralized giants.
​This opens the floodgates for real-world use cases:

​Uncensorable Social Media: Imagine a Twitter alternative where your posts and videos aren't stored on a corporate server that can ban you, but on a decentralized web that no single CEO controls.
​AI Training Data: As AI grows, we need verifiable, public datasets. Walrus provides a cheap, permanent home for the massive libraries of data needed to train the next ChatGPT, without relying on Microsoft or Google to host it
​True NFT Ownership: Finally, your expensive digital collectibles can live entirely on-chain.
​The Human Element of Stability
​What stands out most about the Walrus project is the team’s focus on usability. They didn't just build a complex math problem; they built a product. They understood that for this to work, it had to be easy for developers to plug into.
​By leveraging the Sui network for coordination, Walrus offers something rare in crypto: speed. Sui handles the "management" logic (who pays whom, who stores what) with lightning-fast consensus, while Walrus handles the heavy lifting of the data.
​It is a symbiotic relationship that feels less like a science experiment and more like a finished product.
​In the end, Walrus is trying to make the "decentralized cloud" boring. And that is the highest compliment you can pay infrastructure. You shouldn't have to think about where your water comes from; you just want it to flow when you turn the tap. For years, the "water" of Web3 (data) has been unreliable. Walrus is finally fixing the plumbing.
$WAL #walrus @WalrusProtocol
Zobacz oryginał
Brakujący elementWielka konwergencja: Jak Dusk wreszcie buduje most między Wall Street a Web3 Przemysł kryptowalutowy od dawna jest obsesyjnie zainteresowany ideą "masowej adopcji". W ciągu wielu lat oznaczało to próby zmuszenia zwykłych ludzi do kupowania kawy za pomocą Bitcoin lub zachęcanie graczy do przyjęcia NFT. Choć te cele są uzasadnione, pomijają ogromny problem – czy raczej wielkiego wieloryba. Prawdziwa rewolucja, która uwalnia trzyliardowe wartości, nie dotyczy handlu kryptowalutami przez użytkowników detalicznych. Chodzi o przekonanie tradycyjnych instytucji finansowych (TradFi), by przeniosły swoją infrastrukturę na blockchain.

Brakujący element

Wielka konwergencja:
Jak Dusk wreszcie buduje most między Wall Street a Web3
Przemysł kryptowalutowy od dawna jest obsesyjnie zainteresowany ideą "masowej adopcji". W ciągu wielu lat oznaczało to próby zmuszenia zwykłych ludzi do kupowania kawy za pomocą Bitcoin lub zachęcanie graczy do przyjęcia NFT. Choć te cele są uzasadnione, pomijają ogromny problem – czy raczej wielkiego wieloryba.
Prawdziwa rewolucja, która uwalnia trzyliardowe wartości, nie dotyczy handlu kryptowalutami przez użytkowników detalicznych. Chodzi o przekonanie tradycyjnych instytucji finansowych (TradFi), by przeniosły swoją infrastrukturę na blockchain.
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