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 est un réseau décentralisé innovant de stockage pour les applications blockchain et les agents autonomes. Le système de stockage Walrus est lancé aujourd'hui en préversion destinée aux développeurs Sui afin de recueillir des retours. Nous prévoyons un déploiement étendu à d'autres communautés web3 très prochainement ! Grâce à des innovations en matière de codage d'effacement, Walrus permet un encodage rapide et fiable de blobs de données non structurées en petits morceaux distribués et stockés sur un réseau de nœuds de stockage. Un sous-ensemble de morceaux peut être utilisé pour reconstruire rapidement le blob d'origine, même lorsque jusqu'à deux tiers des morceaux sont manquants. Cela est possible tout en maintenant un facteur de réplication réduit à un minimum de 4x à 5x, similaire aux services cloud existants, mais avec en plus les avantages de la décentralisation et de la résilience face à des pannes plus étendues.
Dusk est la blockchain de confidentialité pour la finance régulée. Il vous permet de lancer et d'utiliser des marchés où : Les institutions peuvent répondre aux exigences réglementaires réelles sur la chaîne Les utilisateurs obtiennent des soldes et des transferts confidentiels au lieu d'une exposition publique complète Les développeurs peuvent construire avec des outils EVM familiers, ainsi que des primitives natives de confidentialité et de conformité Dusk combine : Technologie à connaissance zéro pour la confidentialité Conformité sur la chaîne pour MiCA / MiFID II / Régime pilote DLT / régimes similaires au RGPD Attestation succincte, un protocole de consensus PoS pour un règlement rapide et définitif
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
Crypto en équilibre précaire : chute ou hausse dans les 24 prochaines heures ?
Les marchés entrent dans une zone à haut risque. Deux événements majeurs aux États-Unis sont sur le point de se croiser, et ils pourraient rapidement redéfinir les attentes concernant la croissance, le risque de récession et les taux d'intérêt — et la crypto n'est pas immunisée. Premièrement, le jugement de la Cour suprême américaine sur les tarifs issus de l'ère Trump devrait être annoncé prochainement, les marchés estimant à 77 % la probabilité que ces tarifs soient annulés. Si tel est le cas, le gouvernement pourrait devoir rembourser une grande partie des plus de 600 milliards de dollars collectés, et la confiance des marchés pourrait en pâtir, entraînant une réévaluation brutale des actions et de la crypto.
Ensuite, le rapport américain sur le chômage à 8h30 HE ajoute encore de la pression. Des données fortes sur le chômage pourraient repousser davantage les baisses de taux, tandis que des données faibles accélèrent les craintes de récession. Les marchés sont coincés entre deux extrêmes. Attendez-vous à une volatilité accrue, des mouvements rapides et des réactions brutales. La discipline et la gestion des risques sont plus importantes que jamais. #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 est un réseau innovant de stockage décentralisé destiné aux applications blockchain et aux agents autonomes. Le système de stockage Walrus est lancé aujourd'hui en version préliminaire pour les développeurs Sui afin de recueillir des retours. Nous prévoyons un déploiement généralisé vers d'autres communautés web3 très prochainement ! Grâce à des innovations en matière de codage d'effacement, Walrus permet un encodage rapide et robuste de blobs de données non structurées en petits fragments distribués et stockés sur un réseau de nœuds de stockage. Un sous-ensemble de fragments peut être utilisé pour reconstruire rapidement le blob d'origine,
Fondation Dusk La mission de Dusk est de favoriser l'inclusion économique en apportant des actifs de niveau institutionnel à n'importe quel portefeuille. Dusk dispose de la seule technologie centrée sur la vie privée pour amener la finance classique et les actifs du monde réel sur la chaîne de blocs. Pourquoi Dusk ? Conçu pour les marchés réglementés Dusk est conçu autour des besoins des institutions financières réglementées : Prise en charge native de l'émission conforme de titres et d'actifs du monde réel Primitives d'identité et de permissions qui vous permettent de distinguer les flux publics des flux restreints Une logique sur la chaîne pouvant refléter des obligations du monde réel (éligibilité, limites, rapports, etc.)
#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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Utilité du jeton APRO, Incitations & Vision à Long Terme
Si vous avez échangé pendant un certain temps, vous avez probablement remarqué que les projets les plus réussis ne sont pas toujours les plus bruyants—ce sont ceux qui deviennent une infrastructure essentielle. Alors que nous clôturons 2025, APRO Oracle a fermement rejoint cette catégorie. Pour les traders et les investisseurs, l'"alpha" ici n'est pas seulement dans la technologie, mais dans le moteur économique qui la propulse. Le jeton AT sert de cœur battant de tout ce réseau, et comprendre son utilité est la clé pour voir où APRO se dirige alors qu'il cible les marchés des actifs réels (RWA) et de l'IA de plusieurs trillions de dollars en 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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Architecture des données d'APRO, processus de validation et conception de la sécurité
Le problème avec la finance décentralisée n'est pas le code sur la chaîne ; c’est la fragilité des données provenant de l'extérieur de la chaîne. Si vous tradez des dérivés ou utilisez des garanties dans un protocole de prêt, votre prix de liquidation, votre taux d'intérêt et votre destin financier ultime sont déterminés par un flux de prix d'oracle. Si ce flux est manipulé, lent ou inexact, le contrat intelligent s'exécutera parfaitement, mais il exécutera une injustice. C'est pourquoi l'architecture d'APRO (Artificial Protocol Oracle) est un élément d'infrastructure fascinant et crucial : elle est conçue pour réduire la surface d'attaque des mauvaises données en utilisant des couches de sécurité cryptographique et structurelle.
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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Où APRO s'inscrit dans la couche d'infrastructure DeFi à l'avenir
L'avenir de la finance décentralisée (DeFi) va être incroyablement complexe, et cette complexité ne sera pas résolue uniquement par des temps de bloc plus rapides ou des frais plus bas. Cela sera résolu par des données plus intelligentes. En tant que trader crypto, j'ai observé l'évolution du paysage des oracles, passant de simples flux de prix à des réseaux de données complets, et APRO (Artificial Protocol Oracle) se positionne dans un endroit nouveau et critique : la couche de données intelligente. Ce n'est pas seulement une concurrence avec des oracles établis comme Chainlink ; elle essaie de construire l'infrastructure pour la prochaine phase de Web3, dominée par des agents d'IA et des actifs du monde réel tokenisés (RWAs).
So Lorenzo protocol is a stable coin protocol backed by the us treasury, sponsored by the sony team ,
Fatima_Tariq
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- PROTOCOLE LORENZO 🦠 -
#lorenzoprotocol | $BANK | @Lorenzo Protocol → [ PAR FT BEBO ] Le plan de Sony Bank de lancer un stablecoin indexé au dollar américain en 2026 représente l'un des exemples les plus clairs de marques de consommation grand public entrant dans l'émission de monnaies numériques réglementées, démontrant que les paiements natifs de la blockchain ne sont plus expérimentaux mais stratégiquement centraux pour réduire les frictions de transaction et intégrer de l'argent numérique dans des écosystèmes à grande échelle. En s'associant avec l'émetteur de stablecoin réglementé Bastion, qui fournit l'émission, la gestion des réserves et l'infrastructure de conformité, Sony positionne le jeton pour fonctionner entièrement dans les cadres réglementaires américains tout en maintenant l'interopérabilité pour les transactions transfrontalières.
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