Aiman 马利克

@Walrus 🦭/acc | #Walrus |$WAL
WALRUS se encuentra en el corazón del protocolo Walrus, impulsando su economía y alimentando una red descentralizada de almacenamiento construida sobre la cadena de bloques Sui. Esto no es un almacenamiento de archivos típico. Walrus maneja todo tipo de archivos, desde imágenes, videos y conjuntos de datos de IA hasta PDFs, sitios web y archivos de bloques. En lugar de acumular datos en grandes servidores centrales, Walrus los distribuye entre nodos independientes. El resultado: un almacenamiento asequible, resistente a la censura y que se escala sin colapsar.

@Walrus 🦭/acc | #Walrus | $WAL
WALRUS parte de una idea sencilla pero audaz: sus datos deben permanecer en sus manos. Está diseñado para almacenar datos de una manera descentralizada, difícil de desconectar y que pone a los usuarios al mando. A medida que las aplicaciones acumulan cada vez más datos no estructurados, los sistemas tradicionales de almacenamiento en la nube simplemente no pueden seguir el ritmo. WALRUS interviene para cerrar esas brechas. Trabajando junto con la cadena de bloques Sui, forma una infraestructura que no solo es confiable, sino que también establece una base real para la privacidad.
En su núcleo, WALRUS trata con grandes bloques de datos desordenados, como se les llama. Piense en imágenes, vídeos, PDFs, conjuntos de datos para entrenamiento de IA, archivos multimedia, cualquier cosa que no quepa convenientemente en una hoja de cálculo. En lugar de almacenar todo esto en servidores centralizados, WALRUS lo distribuye a través de una red de nodos de almacenamiento independientes. Esto elimina puntos únicos de fallo y significa que no tiene que confiar en un puñado de intermediarios. La privacidad y la soberanía de los datos se ven seriamente fortalecidas.

@Walrus 🦭/acc | #Walrus | $WAL
As you see Data keeps getting bigger, more valuable, and more sensitive. Decentralized storage isn’t just a nice-to-have anymore it’s essential. WALRUS steps in with a straightforward mission: deliver decentralized storage that’s secure, resilient, programmable, and actually usable in the real world. Instead of putting all your trust in a single cloud provider, WALRUS spreads your data across a web of independent storage nodes. Everything control, verification, management stays crystal clear onchain.
WALRUS is all about blob storage. That means handling massive, unstructured data: images, videos, documents, all the stuff that doesn’t fit neatly into rows and columns. Traditional databases want data in a rigid format. Blob storage doesn’t care. It treats data as raw objects, so it’s flexible and scales as your data grows. That flexibility matters today, when unstructured data is everywhere and swelling fast.
What really sets WALRUS apart is programmability. Storage here isn’t just about parking files somewhere. On WALRUS, data and storage space show up as objects living things that interact with smart contracts on Sui. Developers don’t just store and forget; they can own, manage, automate, and build entire applications around their data. Storage becomes a tool, not just a service humming in the background.
Why WALRUS Moves Beyond Centralized Storage
Centralized cloud storage comes with trade-offs big ones. It’s expensive. It has single points of failure. And you’re always at risk of censorship or getting locked out. WALRUS solves these problems by scattering data across independent nodes. No one company or server holds all the cards, and no outage or policy change can lock you out of your own data.
Older decentralized storage systems tried to tackle these issues, but WALRUS pushes further, focusing hard on performance and usability. It’s built to be affordable, robust, and ready to scale—fit for real apps and enterprises, not just tech demos.
Understanding Blob Storage in WALRUS
Blob storage is perfect for big, unruly datasets. In WALRUS, a blob has three key parts: the raw data, metadata, and a unique ID. This setup lets WALRUS store, verify, and pull data with real efficiency. The system is tuned for durability, availability, and the kind of scaling decentralized networks need.
Why does blob storage matter so much? Because most of the internet runs on unstructured data now images, videos, PDFs, app assets. WALRUS gives you a way to store all this outside the traditional cloud, while still keeping data safe and accessible.
The Role of Sui as a Secure Control Plane
WALRUS teams up with the Sui blockchain, but it’s a division of labor. Sui isn’t where the data lives; instead, it acts as a secure control plane. It takes care of metadata, storage contracts, and verification. WALRUS handles the nuts and bolts of storing and retrieving the actual data.
This setup matters. WALRUS stays laser-focused on blob storage, while Sui brings security and programmability from the blockchain. Every stored blob gets an onchain Proof of Availability a solid guarantee that your data is actually there, maintained by the network under contract.
The Lifecycle of a Blob on WALRUS
To really get WALRUS, you need to see how a blob moves through the system. It’s a four-part journey: writing, storing, reading, and managing.
It all starts with the client. First, the client grabs a storage resource on Sui think of it as booking storage space for a set period. This storage resource is an object in itself, so it’s programmable and you can move it around. Next, WALRUS’s erasure coding chops the blob into smaller pieces called slivers. These slivers build in redundancy, so even if some nodes go offline, your data survives.
The client sends slivers out to storage nodes and waits for enough confirmations. Once there’s a quorum, WALRUS publishes a Proof of Availability certificate onchain. That’s the network’s official record: the blob is safely stored and locked in.
After that, storage nodes take over. Each node keeps its assigned slivers online and helps with recovery if anything goes wrong. The more stake a node gets, the bigger its responsibilities tying incentives for operators and token holders directly to network reliability. As the need for storage grows, so does the network’s strength.
Reading and retrieving a blob in WALRUS is built for resilience. When you want a blob, the client first pulls metadata from Sui, then grabs slivers from a group of storage nodes. You don’t need every single sliver to rebuild the original blob just a subset does the trick. Even if some nodes are down, you still get your data. That’s why WALRUS reads stay reliable, even when things go sideways.
Managing your blobs isn’t just set-and-forget. You’re in control for the long haul. Need more storage time? Just renew it, and you can keep your data effectively forever by making periodic payments. Or, if you’re done, you can break the link to a storage object and free up space for something else. This flexibility means WALRUS works for both short-term scratch space and data you want to keep around for years.
Programmability is where WALRUS really stands out. Storage here isn’t just a passive backend it’s programmable from the start. Blobs and storage resources live as Sui objects, so developers can automate renewals, set up custom access controls, or build applications that react to changes in stored data. Storage becomes part of your app’s core logic, not just a place to stash files.
This design opens the door for data-driven decentralized apps. With WALRUS, onchain code and offchain data connect seamlessly. Developers can plug WALRUS into different blockchains and ecosystems, since the protocol stays flexible and chain-agnostic. Builders aren’t boxed in.
WALRUS offers a decentralized alternative to traditional cloud storage without making you give up convenience. The protocol bakes in high availability, strong data integrity, and flexible management from the ground up. Decentralized storage here isn’t just about where your data sits. It’s about how you control it, verify it, and use it over time. That’s what sets WALRUS apart: a practical, future-ready foundation for decentralized data.

@Dusk | #Dusk | $DUSK
Financial infrastructure isn’t what it used to be. The industry’s changing fast, and privacy has moved from a nice-to-have to a non-negotiable need. Dusk sits right at the heart of that shift. It’s a privacy-first, regulation-aware Layer-1 blockchain built from the ground up for institutions, real-world finance, and the rules that come with it.
Public blockchains are usually too open for this world, but Dusk is different. It brings securities, bonds, equities, and other regulated financial instruments on-chain, all on a permissionless network, without dropping the ball on confidentiality, compliance, or auditability.
On Dusk, privacy isn’t just some extra feature tacked on. It’s the foundation that makes moving real-world finance on-chain possible.
Why Privacy Matters in Financial Markets
In the world of traditional finance, too much transparency can backfire. Banks and institutions don’t want everyone peeking into their trades, strategies, or investor positions. If that stuff gets out, front-running and market manipulation follow. The edge disappears.
Most public blockchains throw privacy out the window. Wallets, transactions, trading activity it’s all out in the open. That might work for crypto markets, but it doesn’t fly for regulated assets like equities, ETFs, or tokenized securities.
Institutions just can’t operate if their sensitive financial data is visible to the world.
Then there’s regulation. Finance isn’t just about trading it’s about following the rules. Laws like KYC, AML, GDPR, MiCA, and MiFID II set a high bar for protecting data and proving compliance. Fully transparent blockchains run right into those regulations and hit a wall.
Dusk solves this by flipping the script: data stays private by default, but when it’s time to prove compliance, institutions can do it cryptographically no need to reveal everything.
A Blockchain Where Privacy and Regulation Go Hand in Hand
Dusk is built to put privacy first for financial applications. At its core, the protocol uses advanced zero-knowledge proofs (ZKPs) tech that lets transactions, identities, and compliance checks happen without spilling sensitive details.
This is the first time privacy and regulation actually work together, on a public blockchain, at scale.
Institutions can issue, trade, and settle real-world assets on-chain, keeping deals confidential and ticking every regulatory box. Dusk sets a new standard: compliance, control, and collaboration, without falling back on closed or permissioned systems.
What sets Dusk apart? Confidential smart contracts. These let institutions run complex financial logic on-chain, but keep the sensitive stuff inputs, outputs, counterparties, trade sizes hidden from prying eyes.
With confidential smart contracts, institutions can:
Issue privacy-enabled tokenized securitiesSettle trades without exposing who traded or how muchManage corporate actions while protecting shareholder privacy
Sensitive information stays locked down, but compliance remains provable and solid.
This is how Dusk lets financial markets cut out the middlemen. Issuance, clearing, settlement, and trading all happen on-chain faster, cheaper, with less risk.
Unified Liquidity and Self-Custody
Privacy on Dusk means institutions don’t have to choose between security and openness. Everyone trades on a public, uncensorable blockchain, but keeps their secrets safe.
what stands out:
Unified liquidity: everyone taps into the same deep pool, not split-up silos
Self-custody: institutions and users control their assets, no third party required
Compliance: programmable and baked right into the protocol
Together, these features give institutions the freedom to control their assets, stay compliant, and operate on their own terms.
Zero-Knowledge Compliance and Identity
Dusk big breakthrough is Zero-Knowledge Compliance (ZKC). It lets institutions prove they’ve checked all the regulatory boxes like KYC and AML without ever showing personal or transactional data on-chain.
The Citadel system takes it up a notch, automating compliance with ZKP-based, soulbound identities. The protocol itself enforces the rules, so institutions don’t have to repeat the same manual checks everywhere.
With Dusk, you “know your client without knowing your client.” That’s a game-changer for regulated finance.
Institutions cut down on operational hassle, and users keep real ownership and control over their own data. That balance between efficiency and privacy is what modern financial systems need.
Privacy in finance isn’t about hiding everything. Regulated markets demand oversight, reporting, and the power for authorities to step in when the law calls for it. Dusk delivers this balance with provable encryption and zero-knowledge auditability. So, transactions stay private on-chain, but regulators or authorized parties can check compliance through cryptographic proofs, without getting a free pass to everyone’s sensitive details.
Privacy comes standard, but auditability is built in. This way, Dusk protects market participants from needless data leaks, while still letting regulators do their job.
Protocol-Level Privacy by Design
Dusk doesn’t bolt privacy on as an afterthought it weaves it into the protocol itself. Restricted transaction flows, identity and permissioning tools, and on-chain logic all mirror the realities of real-world financial obligations.
This setup handles complex financial applications and still fits neatly within regulated environments. Dusk plays well with modern execution environments and familiar development standards, which means institutions can build advanced financial products without having to trade away privacy or compliance.
Enabling the Future of Regulated DeFi
By bringing decentralization, privacy, and regulation together, Dusk opens up fresh financial possibilities. Think native issuance and trading of regulated assets, automated compliance across applications, and compliant DeFi built on top of real-world assets.
Privacy is what lets regulated finance actually function on-chain at scale. Dusk builds the infrastructure needed for financial markets to run around the clock, settle instantly, and stay open without exposing sensitive data or clashing with regulations.
Traditional finance gets bogged down by opaque systems and too many middlemen. Public blockchains go the other way too much transparency. Dusk bridges the gap with a privacy-first, regulation-aware financial platform.
Privacy isn’t some optional extra. It’s the foundation that makes institutional blockchain adoption possible.
By providing confidential transactions, programmable compliance, and audit-friendly privacy, Dusk positions itself as the trusted infrastructure for tokenizing and managing regulated assets in today’s digital economy.

@Dusk | #Dusk |$DUSK
Las finanzas institucionales se encuentran en un punto de inflexión. Blockchain ya ha demostrado lo rápido, transparente y programable que puede ser un sistema financiero, pero la mayoría de las blockchains simplemente no están diseñadas para el mundo en el que viven los bancos y los gestores de activos. Se centran en los propios problemas del cripto y ignoran las realidades desordenadas de la regulación, el cumplimiento y la privacidad. Ese es el vacío que bloques como DUSK están diseñados para llenar.
Las instituciones necesitan herramientas que les permitan utilizar la tecnología descentralizada sin renunciar a la privacidad, el cumplimiento ni la eficiencia. DUSK no es simplemente otra blockchain. Está construido desde cero para conectar las finanzas tradicionales con el nuevo mundo de los activos en cadena, haciendo posible la adopción a gran escala por parte de instituciones.

El crepúsculo está dando un giro importante. La red está a punto de recibir una importante remodelación arquitectónica que la hará más rápida para construir, más fácil de integrar y mucho más eficiente. Pero al mismo tiempo, Dusk mantiene lo que lo hace único: una fuerte privacidad y cumplimiento regulatorio. El nuevo diseño convierte a Dusk en una pila modular de tres capas, reduciendo los costos de integración y el tiempo de desarrollo, sin renunciar al cumplimiento ni a la confidencialidad.
En el corazón de esta actualización encontrarás tres capas distintas: DuskDS, DuskEVM y, en breve, DuskVM. Cada capa realiza su propio trabajo. Juntas crean una pila flexible y preparada para el futuro que cubre todo, desde finanzas institucionales hasta DeFi con cumplimiento y aplicaciones centradas en la privacidad, todo bajo un mismo techo.

Cualquiera que haya usado un asistente de IA conoce la sensación: le pides que realice lo que parece una tarea sencilla, pero de alguna manera terminas haciendo la mayor parte del trabajo pesado. Por ejemplo, si quieres reunir todos tus archivos de hojas de cálculo de ventas de 2024, compararlos con los datos de 2025 y detectar las tendencias, la IA puede encontrar tus archivos, pero te toca a ti leerlos, compilarlos, analizarlos e interpretarlos todo personalmente.
Los agentes de IA cambian esta dinámica. No solo recuperan información, sino que realizan por sí mismos tareas reales y de múltiples pasos. Estos agentes pueden moverse entre plataformas, acceder a distintas fuentes de datos, analizar lo que encuentran, establecer conexiones y entregarte resultados reales. No necesitas supervisarlos ni darles instrucciones en cada paso.

Cuando miré por primera vez las recompensas de staking de WAL, me di cuenta de que Walrus no intenta atraer atención con una moda a corto plazo. En cambio, está construyendo un sistema centrado en la sostenibilidad a largo plazo, incentivos justos y uso real. Walrus aborda el staking de forma diferente porque el almacenamiento en cadena es fundamentalmente distinto de las plataformas blockchain típicas basadas en transacciones. Esta diferencia influye en cómo se diseñan las recompensas y por qué la paciencia juega un papel tan importante.
Walrus está diseñado para el almacenamiento descentralizado, no solo para ejecutar transacciones. Esa única diferencia cambia todo sobre cómo funcionan los costos, recompensas y crecimiento dentro del ecosistema.

@Walrus 🦭/acc | #Walrus | $WAL
Cuando miro el protocolo WALRUS, la gobernanza salta a la vista. No es una idea posterior ni una característica añadida; la gobernanza con WAL simplemente encaja, tejida directamente en la estructura del ecosistema. En lugar de unas pocas personas dentro del círculo cerrado tomando todas las decisiones, el protocolo otorga verdadero influencia a todos aquellos que realmente lo utilizan. Ese es el corazón de lo que significa finanzas descentralizadas: el control distribuido entre la comunidad, con la transparencia en el centro.
WALRUS se basa en una fundación de interacciones seguras y privadas en blockchain. La gobernanza no es solo una tarea secundaria aquí, es esencial. Si posees WAL, no estás simplemente acompañando el proceso. Ayudas a dirigir el protocolo. Eso genera un sentido de responsabilidad y propiedad, algo que a menudo falta en los sistemas tradicionales.