Walrus is an innovative decentralized storage network for blockchain apps and autonomous agents. The Walrus storage system is being released today as a developer preview for Sui builders in order to gather feedback. We expect a broad rollout to other web3 communities very soon!
Leveraging innovations in erasure coding, Walrus enables fast and robust encoding of unstructured data blobs into smaller slivers distributed and stored over a network of storage nodes. A subset of slivers can be used to rapidly reconstruct the original blob, even when up to two-thirds of the slivers are missing. This is possible while keeping the replication factor down to a minimal 4x-5x, similar to existing cloud-based services, but with the additional benefits of decentralization and resilience to more widespread faults.
The Replication Challenge Sui is the most advanced blockchain system in relation to storage on validators, with innovations such as a storage fund that future-proofs the cost of storing data on-chain. Nevertheless, Sui still requires complete data replication among all validators, resulting in a replication factor of 100x or more in today’s Sui Mainnet. While this is necessary for replicated computing and smart contracts acting on the state of the blockchain, it is inefficient for simply storing unstructured data blobs, such as music, video, blockchain history, etc.
Walrus je inovativní decentralizovaná úložná síť pro blockchainové aplikace a autonomní agenty. Systém úložiště Walrus je dnes uvolněn jako náhled pro vývojáře Sui, aby mohl získat zpětnou vazbu. Očekáváme široké nasazení pro další komunity web3 velmi brzy! Využíváme inovace v kódování erasure, díky nimž Walrus umožňuje rychlé a odolné kódování neštrukturovaných datových bloků do menších částí rozložených a uložených v síti uzlů pro úložiště. Podmnožina těchto částí může být použita k rychlému obnovení původního bloku, i když chybí až dvě třetiny částí. To je možné při zachování minimálního faktoru replikace 4x-5x, podobně jako u stávajících cloudu založených služeb, ale s přidanými výhodami decentralizace a odolnosti vůči širšímu rozšíření selhání.
Dusk je blockchain pro soukromí v regulovaném finančním sektoru. Umožňuje vám spouštět a používat trhy, kde: Instituce mohou splnit skutečné regulativní požadavky na řetězci Uživatelé získávají důvěrné zůstatky a převody místo plné veřejné expozice Vývojáři mohou vytvářet pomocí známých nástrojů EVM a navíc vlastní součásti soukromí a souladu Dusk kombinuje: Technologie nulové znalosti pro zabezpečení důvěrnosti Soulad na řetězci pro MiCA / MiFID II / pilotní režim DLT / režimy podobné GDPR Stručné potvrzení, protokol PoS pro rychlé a konečné vyřízení
Dusk foundation Dusk mission is to unlock economic inclusion by bringing institution-level assets to anyone's wallet. Dusk has the only privacy-first technology to bring classic finance and real-world assets on-chain.
Why Dusk? Built for regulated markets Dusk is designed around the needs of regulated financial institutions:
Native support for compliant issuance of securities and RWAs Identity and permissioning primitives that let you differentiate between public and restricted flows On‑chain logic that can reflect real‑world obligations (eligibility, limits, reporting, etc.)
See: Core Values and Tokenization & Native Issuance.
- problem dusk is solving .institutional centric landscape .Issuers only have access to fragmented liquidity .Institutions must retain custody of users’ assets to ensure legitimate and compliant service transactions .Classic users cannot access and compose all services. .Crypto users do not have access to asset-backed tokens - the solution .user centric landscape .Issuers are exposed to global, consolidated liquidity .Institutions have access to instant clearance and settlement without custodianship liabilities .There is no distinction between classic and crypto users; .Everyone has access to all market sectors. Including crypto - dusk network /01 Productized and profitable smart contracts /02 Tokens governed by privacy-preserving smart contracts /03 Compliant with global regulations and local legislation /04 Instant settlement of transactions ..Investors .Cosimo .XCosimo XRR2 Capital .Blockwall ManagementBlockwall Management .BitfinexBitfinex - Businesses Easily access financing, trade and automate via smart contracts, outsource costly processes. - Institutions Access instant clearance and settlement, use automated compliance, and reduce the fragmentation of liquidity.
Dusk is the privacy blockchain for regulated finance.
It lets you launch and use markets where: Institutions can meet real regulatory requirements on‑chain Users get confidential balances and transfers instead of full public exposure
Developers build with familiar EVM tools plus native privacy and compliance primitives
Dusk combines:
Zero‑knowledge technology for confidentiality On‑chain compliance for MiCA / MiFID II / DLT Pilot Regime / GDPR‑style regimes Succinct Attestation, a PoS consensus protocol for fast, final settlement
A modular architecture with DuskDS (data & settlement) and DuskEVM (EVM execution)
What is Dusk? Most financial markets still run on opaque, centralized systems. Dusk is built to move those workflows on‑chain without sacrificing: Regulatory compliance Counterparty privacy Execution speed and finality On Dusk, institutions can issue and manage financial instruments while enforcing disclosure, KYC/AML, and reporting rules directly in the protocol.
In short: Dusk is a privacy-enabled, regulation-aware blockchain for institutional-grade finance.
Why Dusk? Built for regulated markets Dusk is designed around the needs of regulated financial institutions: Native support for compliant issuance of securities and RWAs Identity and permissioning primitives that let you differentiate between public and restricted flows On‑chain logic that can reflect real‑world obligations (eligibility, limits, reporting, etc.) See: Core Values and Tokenization & Native Issuance. Privacy by design, transparent when needed Dusk uses zero‑knowledge proofs and dual transaction models (Phoenix and Moonlight) to let users choose between: Public transactions for transparent flows, and Shielded transactions for confidential balances and transfers, with the ability to reveal information to authorized parties when required.
Dusk foundation dusk mission is to unlock economic inclusion by bringing institution-level assets to anyone's wallet. Dusk has the only privacy-first technology to bring classic finance and real-world assets on-chain. Why Dusk? Built for regulated markets Dusk is designed around the needs of regulated financial institutions: Native support for compliant issuance of securities and RWAs Identity and permissioning primitives that let you differentiate between public and restricted flows On‑chain logic that can reflect real‑world obligations (eligibility, limits, reporting, etc.) See: Core Values and Tokenization & Native Issuance. - problem dusk is solving .institutional centric landscape .Issuers only have access to fragmented liquidity .Institutions must retain custody of users’ assets to ensure legitimate and compliant service transactions .Classic users cannot access and compose all services. .Crypto users do not have access to asset-backed tokens - the solution .user centric landscape .Issuers are exposed to global, consolidated liquidity .Institutions have access to instant clearance and settlement without custodianship liabilities .There is no distinction between classic and crypto users; .Everyone has access to all market sectors. Including crypto dusk network /01 Productized and profitable smart contracts /02 Tokens governed by privacy-preserving smart contracts /03 Compliant with global regulations and local legislation /04 Instant settlement of transactions Investors .Cosimo .XCosimo XRR2 Capital .Blockwall ManagementBlockwall Management .BitfinexBitfinex - Businesses Easily access financing, trade and automate via smart contracts, outsource costly processes. - Institutions Access instant clearance and settlement, use automated compliance, and reduce the fragmentation of liquidity. - Users Unprecedented access to diverse, institutional-level assets, directly from a wallet and retaining self-custody.
further more
Dusk is the privacy blockchain for regulated finance. It lets you launch and use markets where: Institutions can meet real regulatory requirements on‑chain Users get confidential balances and transfers instead of full public exposure Developers build with familiar EVM tools plus native privacy and compliance primitives Dusk combines: Zero‑knowledge technology for confidentiality On‑chain compliance for MiCA / MiFID II / DLT Pilot Regime / GDPR‑style regimes Succinct Attestation, a PoS consensus protocol for fast, final settlement A modular architecture with DuskDS (data & settlement) and DuskEVM (EVM execution) What is Dusk? Most financial markets still run on opaque, centralized systems. Dusk is built to move those workflows on‑chain without sacrificing: Regulatory compliance Counterparty privacy Execution speed and finality On Dusk, institutions can issue and manage financial instruments while enforcing disclosure, KYC/AML, and reporting rules directly in the protocol. In short: Dusk is a privacy-enabled, regulation-aware blockchain for institutional-grade finance. Why Dusk? Built for regulated markets Dusk is designed around the needs of regulated financial institutions: Native support for compliant issuance of securities and RWAs Identity and permissioning primitives that let you differentiate between public and restricted flows On‑chain logic that can reflect real‑world obligations (eligibility, limits, reporting, etc.) See: Core Values and Tokenization & Native Issuance. Privacy by design, transparent when needed Dusk uses zero‑knowledge proofs and dual transaction models (Phoenix and Moonlight) to let users choose between: Public transactions for transparent flows, and Shielded transactions for confidential balances and transfers, with the ability to reveal information to authorized parties when required. See: Cryptography and Transaction Models on Dusk. Fast, final settlement The Succinct Attestation consensus protocol is a proof‑of‑stake, committee‑based design: Deterministic finality once a block is ratified No user‑facing reorgs in normal operation Designed for high throughput and low‑latency settlement suitable for markets For the full consensus specification, see Section 3 “Consensus mechanism” of the Dusk Whitepaper (2024). Modular & EVM-friendly Dusk separates settlement from execution, making it easier to match the right environment to each use case: DuskDS – consensus, data availability, settlement, and the privacy‑enabled transaction model DuskEVM – an Ethereum‑compatible execution layer where DUSK is the native gas token Native bridging between layers so assets can move where they’re most useful See: Core Components and DuskEVM Developer Docs. What can you build on Dusk? Some example use cases Dusk was designed for: Regulated digital securities Tokenized equity, debt, or funds with embedded compliance rules On‑chain corporate actions and transparent yet privacy‑respecting cap tables Institutional DeFi Lending, AMMs, and structured products that must enforce KYC/AML Separation of public market signals from private position details Payment & settlement rails Confidential payments between institutions Delivery‑versus‑payment (DvP) settlement of tokenized assets Self‑sovereign identity & access control Permissioned venues where access is controlled via verifiable credentials Compliance checks enforced in smart contracts instead of manual back‑office processes
Dusk foundation dusk mission is to unlock economic inclusion by bringing institution-level assets to anyone's wallet. Dusk has the only privacy-first technology to bring classic finance and real-world assets on-chain.
Why Dusk? Built for regulated markets Dusk is designed around the needs of regulated financial
institutions: Native support for compliant issuance of securities and RWAs Identity and permissioning primitives that let you differentiate between public and restricted flows On‑chain logic that can reflect real‑world obligations (eligibility, limits, reporting, etc.) See: Core Values and Tokenization & Native Issuance.
- problem dusk is solving ~ institutional centric landscape .Issuers only have access to fragmented liquidity .Institutions must retain custody of users’ assets to ensure legitimate and compliant service transactions .Classic users cannot access and compose all services. .Crypto users do not have access to asset-backed tokens
Kryptoměny na noži: Ztráta nebo nárůst za dalších 24 hodin?
Trhy vstupují do oblasti vysokého rizika. Dva hlavní události ve Spojených státech se mají potkat a mohou rychle přepsat očekávání ohledně růstu, rizika recese a úrokových sazeb – a kryptoměny nejsou výjimkou.
Za prvé, očekává se brzy rozhodnutí amerického Nejvyššího soudu ohledně tarifů z doby Trumpa, přičemž trhy počítají s 77% pravděpodobností, že budou tarify zrušeny. Pokud tomu tak bude, může vláda muset vrátit velkou část z více než 600 miliard USD shromážděných, a sentiment trhu by mohl utrpět újmu, což by vyvolalo ostré přeohodnocení na akciích i kryptoměnách.
Za druhé, zpráva o nezaměstnanosti ve Spojených státech v 8:30 ráno ET přidává další tlak. Silné údaje o nezaměstnanosti mohou odsunout očekávání snížení sazeb, zatímco slabé údaje zrychlí obavy z recese. Trhy jsou uvězněny mezi dvěma extrémy. Očekávejte volatilitu, rychlé pohyby a ostré reakce. Důslednost a řízení rizik jsou dnes důležitější než kdykoliv předtím. #ETH #Crypto #MarketAlert #USJobs #TradingTips $BERA $RIVER $DASH
Walrus is an innovative decentralized storage network for blockchain apps and autonomous agents. The Walrus storage system is being released today as a developer preview for Sui builders in order to gather feedback. We expect a broad rollout to other web3 communities very soon! Leveraging innovations in erasure coding, Walrus enables fast and robust encoding of unstructured data blobs into smaller slivers distributed and stored over a network of storage nodes. A subset of slivers can be used to rapidly reconstruct the original blob, even when up to two-thirds of the slivers are missing. This is possible while keeping the replication factor down to a minimal 4x-5x, similar to existing cloud-based services, but with the additional benefits of decentralization and resilience to more widespread faults. The Replication Challenge Sui is the most advanced blockchain system in relation to storage on validators, with innovations such as a storage fund that future-proofs the cost of storing data on-chain. Nevertheless, Sui still requires complete data replication among all validators, resulting in a replication factor of 100x or more in today’s Sui Mainnet. While this is necessary for replicated computing and smart contracts acting on the state of the blockchain, it is inefficient for simply storing unstructured data blobs, such as music, video, blockchain history, etc. Introducing Walrus: Efficient and Robust Decentralized Storage To tackle the challenge of high replication costs, Mysten Labs has developed Walrus, a decentralized storage network offering exceptional data availability and robustness with a minimal replication factor of 4x-5x. Walrus provides two key benefits: Cost-Effective Blob Storage: Walrus allows for the uploading of gigabytes of data at a time with minimal cost, making it an ideal solution for storing large volumes of data. Walrus can do this because the data blob is transmitted only once over the network, and storage nodes only spend a fraction of resources compared to the blob size. As a result, the more storage nodes the system has, the fewer resources each storage node uses per blob. High Availability and Robustness: Data stored on Walrus enjoys enhanced reliability and availability under fault conditions. Data recovery is still possible even if two-thirds of the storage nodes crash or come under adversarial control. Further, availability may be certified efficiently without downloading the full blob. Decentralized storage can take multiple forms in modern ecosystems. For instance, it offers better guarantees for digital assets traded as NFTs. Unlike current designs that store data off-chain, decentralized storage ensures users own the actual resource, not just metadata, mitigating risks of data being taken down or misrepresented. Additionally, decentralized storage is not only useful for storing data such as pictures or files with high availability; it can also double as a low-cost data availability layer for rollups. Here, sequencers can upload transactions on Walrus, and the rollup executor only needs to temporarily reconstruct them for execution. We also believe Walrus will accompany existing disaster recovery strategies for millions of enterprise companies. Not only is Walrus low-cost, it also provides unmatched layers of data availability, integrity, transparency, and resilience that centralized solutions by design cannot offer. Walrus is powered by the Sui Network and scales horizontally to hundreds or thousands of networked decentralized storage nodes. This should enable Walrus to offer Exabytes of storage at costs competitive with current centralized offerings, given the higher assurance and decentralization. The Future of Walrus By releasing this developer preview we hope to share some of the design decisions with the decentralized app developer community and gather feedback on the approach and the APIs for storing, retrieving, and certifying blobs. In this developer preview, all storage nodes are operated by Mysten Labs to help us understand use cases, fix bugs, and improve the performance of the software. Future updates to Walrus will allow for dynamically changing the set of decentralized storage nodes, as well as changing the mapping of what slivers are managed by each storage node. The available operations and tools will also be expanded to cover more storage-related use cases. Many of these functions will be designed with the feedback we gather in mind. Stay tuned for more updates on how Walrus will revolutionize data storage in the web3 ecosystem. What can developers build? As part of this developer preview, we provide a binary client (currently macOS, ubuntu) that can be operated from the command line interface, a JSON API, and an HTTP API. We also offer the community an aggregator and publisher service and a Devnet deployment of 10 storage nodes operated by Mysten Labs. We hope developers will experiment with building applications that leverage the Walrus Decentralized Store in a variety of ways. As examples, we hope to see the community build: Storage of media for NFT or dapps: Walrus can directly store and serve media such as images, sounds, sprites, videos, other game assets, etc. This is publicly available media that can be accessed using HTTP requests at caches to create multimedia dapps. AI-related use cases: Walrus can store clean data sets of training data, datasets with a known and verified provenance, model weights, and proofs of correct training for AI models. Or it may be used to store and ensure the availability and authenticity of an AI model output. Storage of long term archival of blockchain history: Walrus can be used as a lower-cost decentralized store to store blockchain history. For Sui, this can include sequences of checkpoints with all associated transaction and effects content, as well as historic snapshots of the blockchain state, code, or binaries. Support availability for L2s: Walrus enables parties to certify the availability of blobs, as required by L2s that need data to be stored and attested as available to all. This may also include the availability of extra audit data such as validity proofs, zero-knowledge proofs of correct execution, or large fraud proofs. Support a full decentralized web experience: Walrus can host full decentralized web experiences including all resources (such as js, css, html, and media). These can provide content but also host the UX of dapps, enabling fully decentralized front- and back-ends on chain. It brings the full "web" back into "web3". #walrus $WAL @WalrusProtocol
Walrus is an innovative decentralized storage network for blockchain apps and autonomous agents. The Walrus storage system is being released today as a developer preview for Sui builders in order to gather feedback. We expect a broad rollout to other web3 communities very soon! Leveraging innovations in erasure coding, Walrus enables fast and robust encoding of unstructured data blobs into smaller slivers distributed and stored over a network of storage nodes. A subset of slivers can be used to rapidly reconstruct the original blob,
Dusk Foundation Duskova mise je otevřít ekonomickou inkluzi tím, že přenáší institucionální aktiva do každého peněženky. Dusk má jedinou technologii zaměřenou na ochranu soukromí, která umožňuje převést klasické finance a reálné světové aktiva na řetězec. Proč Dusk? Navržené pro regulované trhy Dusk je navržen kolem potřeb regulovaných finančních institucí: Nativní podpora kompliantního vydávání cenných papírů a reálných světových aktiv Primitivní prvky identity a přístupu, které vám umožní rozlišovat mezi veřejnými a omezenými tokami On-chain logika, která může odrážet reálné světové závazky (kvalifikace, limity, hlášení atd.)
#dusk $DUSK @Dusk - dusk foundation dusk mission is to unlock economic inclusion by bringing institution-level assets to anyone's wallet. Dusk has the only privacy-first technology to bring classic finance and real-world assets on-chain. Why Dusk? Built for regulated markets Dusk is designed around the needs of regulated financial institutions.
Nice to see APRO Usage and how it is contributing to the adoption of crypto ecosystem
Fatima_Tariq
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Užitek tokenu APRO, pobídky a dlouhodobá vize
Pokud jste obchodovali po nějakou dobu, pravděpodobně jste si všimli, že nejúspěšnější projekty nejsou vždy nejhlasitější - jsou to ty, které se stávají nezbytnou infrastrukturou. Jak se blížíme ke konci roku 2025, APRO Oracle se pevně zařadil do této kategorie. Pro obchodníky a investory "alpha" zde není jen v technologii, ale v ekonomickém motoru, který ji pohání. Token AT slouží jako tepová frekvence celé této sítě a pochopení jeho užitečnosti je klíčem k tomu, abychom viděli, kam APRO směřuje, když cílí na trhy s reálně existujícími aktivy (RWA) a umělou inteligencí v roce 2026.
Fascinating to know how APRO security appriach for data infrastructure and bringing alot of used cases to DeFi
#APRO $AT
Fatima_Tariq
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Architektura dat APRO, validační proces a design bezpečnosti
Problém s decentralizovaným financováním není v kódu na blockchainu; je to křehkost dat přicházejících z off-chain. Pokud obchodujete s deriváty nebo používáte kolaterál v úvěrovém protokolu, vaše likvidační cena, vaše úroková sazba a váš konečný finanční osud jsou určeny cenovým feedem orákla. Pokud je tento feed manipulován, pomalý nebo nepřesný, chytrý kontrakt bude proveden dokonale, ale provede nespravedlnost. Proto je architektura APRO (Umělý Protokol Orákla) fascinujícím a zásadním kouskem infrastruktury – je navržena tak, aby snížila útočnou plochu špatných dat pomocí vrstev kryptografické a strukturální bezpečnosti.
Fascinating to know what APRO is changing thr gane for data infrastructure and bringing alot of used cases to DeFi
nice #APRO
Fatima_Tariq
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Kde se APRO hodí do vrstvy infrastruktury DeFi do budoucna
Budoucnost decentralizovaných financí (DeFi) bude nesmírně složitá a tuto složitost nevyřeší pouze rychlejší blokové časy nebo nižší poplatky. Bude to vyřešeno inteligentnějšími daty. Jako obchodník s kryptoměnami jsem sledoval, jak se krajina oracleů vyvíjí od jednoduchých cenových feedů k komplexním datovým sítím, a APRO (Umělý protokol oracle) se umisťuje na kritické nové místo: Inteligentní datová vrstva. Nejde jen o soutěžení se zavedenými oraclemi, jako je Chainlink; snaží se vybudovat infrastrukturu pro další fázi Web3, kterou dominují AI agenti a tokenizovaná aktiva reálného světa (RWA).
Protokol Lorenzo je protokol stabilních mincí podporovaný americkým ministerstvem financí, sponzorovaný týmem Sony,
Fatima_Tariq
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- LORENZO PROTOCOL 🦠 -
#lorenzoprotocol | $BANK | @Lorenzo Protocol → [ BY FT BEBO ] Plán společnosti Sony Bank na spuštění stablecoinu vázaného na americký dolar v roce 2026 představuje jeden z nejjasnějších příkladů vstupu hlavních spotřebitelských značek do regulovaného vydávání digitálních měn, což ukazuje, že platby založené na blockchainu již nejsou experimentální, ale strategicky centrální pro snižování transakčního tření a začleňování digitálních peněz do velkoplošných ekosystémů. Partnerstvím s regulovaným vydavatelem stablecoinů Bastion, který poskytuje infrastrukturu pro vydávání, správu rezerv a dodržování předpisů, Sony umisťuje token tak, aby mohl plně fungovat v rámci amerických regulačních rámců a zároveň udržoval interoperabilitu pro přeshraniční transakce.
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