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Dusk Network: Rebuilding Financial Trust Through Privacy, Compliance, and Human-Centered Design
@Dusk #dusk When blockchain technology first entered the global conversation, it carried a radical promise: open finance without intermediaries, global access without permission, and transparency without trust. Yet as years passed, it became clear that most blockchains were never designed to support the realities of regulated financial markets. Banks, asset issuers, and institutional investors operate in an environment shaped by law, confidentiality, and accountability. Ignoring these constraints does not create freedom it creates exclusion. Dusk Network, founded in 2018, was born from this realization. It represents a deliberate and thoughtful response to one of the deepest contradictions in modern finance: the need for privacy and regulation within a decentralized system. At its foundation, Dusk is a Layer 1 blockchain purpose-built for regulated and privacy-focused financial infrastructure. Rather than adapting a public blockchain originally designed for open payments or consumer applications, Dusk starts from first principles of capital markets. Financial instruments stocks, bonds, funds, and tokenized real-world assets require controlled disclosure, legally enforceable rules, and verifiable audit trails. Dusk acknowledges a human truth often ignored in crypto narratives: markets depend on trust, and trust depends on both transparency and discretion. The architectural heart of Dusk is its modular design, which separates critical responsibilities across specialized layers. This approach mirrors traditional financial systems, where clearing, settlement, execution, and compliance are distinct yet interconnected processes. At the base lies DuskDS, the settlement and consensus layer responsible for finality, data availability, and privacy-preserving transactions. Deterministic finality ensures that once a transaction settles, it cannot be reversed an essential requirement for regulated financial contracts where uncertainty translates directly into risk. On top of this foundation sits DuskEVM, an Ethereum-compatible execution layer that allows developers to deploy smart contracts using familiar tooling. This is a crucial bridge between innovation and adoption. Developers are not forced to abandon existing ecosystems, while institutions gain access to programmable financial logic without exposing sensitive data on a fully transparent ledger. By combining EVM compatibility with native privacy primitives, Dusk enables applications that feel modern yet respect institutional constraints. Privacy on Dusk is not anonymity for its own sake it is selective, auditable confidentiality. Using advanced zero-knowledge cryptography, Dusk allows transaction details such as amounts, counterparties, and contract conditions to remain hidden from the public while still being provably correct. When required, authorized entities such as regulators or auditors can access specific information without compromising the privacy of the entire market. This design reflects how real financial systems work behind the scenes: discreet in operation, accountable in oversight. Equally important is Dusk’s approach to compliance as a native feature, not an afterthought. Regulatory requirementsbsuch as eligibility rules, reporting obligations, or transfer restrictions can be encoded directly into smart contracts. Tokenized securities can enforce legal constraints automatically, reducing reliance on off-chain enforcement and manual reconciliation. This capability transforms compliance from a burden into an automated guarantee, reducing operational risk and increasing efficiency across the asset lifecycle. Dusk’s focus on tokenized real-world assets (RWAs) highlights its long-term vision. As global finance moves toward digitization, trillions of dollars in traditional assets are expected to migrate on-chain. But this migration will not happen on platforms that expose sensitive trading data or ignore legal frameworks. Dusk positions itself as the infrastructure layer where traditional finance can safely evolve supporting issuance, trading, and settlement of compliant digital assets with privacy built in by design. Beyond technology, the emotional core of Dusk lies in its respect for human realities. Financial privacy protects businesses from predatory strategies, individuals from surveillance, and markets from manipulation. At the same time, auditability preserves accountability and public trust. Dusk does not ask institutions to abandon regulation, nor does it ask individuals to sacrifice privacy. Instead, it offers a reconciliation proof that decentralization can mature into a system that serves both innovation and responsibility. In an industry often driven by speed and speculation, Dusk stands apart through patience and purpose. It is not trying to replace the financial system overnight; it is trying to upgrade its foundations. By embedding privacy, compliance, and modular design into a Layer 1 blockchain, Dusk Network represents a quiet but profound shift: a future where decentralized finance is not at odds with regulation, but aligned with it technically, legally, and humanly. $DUSK
Walrus (WAL): A Deep, Human-Centric Research Article on Decentralized Storage and Blockchain Infrast
@Walrus 🦭/acc #walrus In the digital age, data is not just information it is identity, memory, culture, commerce, and invention. Every photo, video, document, and dataset we create carries emotional weight and practical value, yet traditional cloud storage systems keep this existence in the hands of a few powerful corporations. Walrus emerges from the tension between that centralized world and the longing for democratized data sovereignty. At its core, Walrus is a decentralized storage and data availability protocol built on the Sui blockchain, designed to redefine how we store, control, and interact with large binary data (“blobs”) not just as files, but as programmable, decentralized assets. Walrus Docs The story of Walrus begins with a fundamental insight: storing unstructured data (like videos, images, AI datasets, and large documents) on a blockchain is hard and expensive when done naively. Traditional decentralized methods like full replication require huge overhead, making cost and scalability serious obstacles. Walrus confronts this challenge by innovating at a mathematical and architectural level, using sophisticated erasure coding techniques instead of merely copying data, enabling storage that is both reliable and cost-efficient without compromising decentralization. Walrus Docs +1 Imagine a photo album filled with memories of family and travel. In a centralized cloud system, that album lives on servers that could disappear, be hacked, or disappear behind paywalls. Walrus takes that album and breaks it into encoded “slivers”, spreading them across a global network of independent storage nodes. Through mature erasure coding, even if two-thirds of these slivers are lost, the original file can still be reconstructed a resilient architecture that feels deeply human, protecting what matters against unforeseen failure without ever revealing all pieces to one entity. Walrus Docs Technically, the Walrus protocol separates concerns into two layers. First, the on-chain control plane lives on Sui, hosting metadata, proof-of-availability certificates, governance logic, and smart contracts that coordinate the storage ecosystem. Second, a network of storage nodes physically holds the encoded slivers. Sui smart contracts manage registrations, payments, stakes, and storage durations, while the nodes themselves are responsible for ensuring that data remains fully retrievable and available over time. Gate.com The WAL token the native currency of the Walrus ecosystem is the economic heart of this infrastructure. It has multiple critical functions that shape the protocol’s health and growth. Users pay WAL tokens to upload and maintain storage on the network. Storage node operators must stake WAL to register and participate; this staking aligns incentives and helps secure the network. Node operators and delegators earn rewards in WAL for providing reliable storage and serving data when requested. Importantly, WAL also plays a role in on-chain governance, enabling holders to vote on policy parameters, economic incentives, and future upgrades. Walrus Docs +1 The economics and human implications here are profound. WAL holders are not passive investors; they are participants in a data economy, choosing how storage is priced, how the network evolves, and how to reward honest behavior. This creates a community-driven rhythm that stands in stark contrast to centralized storage providers where users simply pay fees without influence. JuCoin Walrus excels not only as a storage backbone but also as a programmable data layer. Blobs and storage space become on-chain resources, manipulable by smart contracts. This means developers can build applications that automate renewals, manage lifecycles, or even create markets for storage capacity itself. Web3 apps can integrate decentralized storage deeply: NFT galleries can host media directly on Walrus, dApp backends can store user data without reliance on corporate servers, and decentralized AI can train models on verified, accessible datasets. Walrus What matters at a human level is not just the technical elegance, but the promise of ownership. When a file is stored on Walrus, the user retains control, not a corporation. When a developer builds an app that relies on Walrus, they are not renting infrastructure they are participating in a shared, transparent, and resilient ecosystem. The protocol envisions a future where cloud storage is not synonymous with centralized control, where data is not a liability but an asset owned and governed by the community. Walrus Docs Walrus stands at a crossroads of blockchain, data sovereignty, and decentralized application design. By combining efficient erasure coding, strong economic incentives, Sui’s high-performance blockchain control plane, and programmable storage as an on-chain primitive, it offers a compelling alternative to legacy storage paradigms. In doing so, it does more than store bytes it preserves autonomy, reduces dependency, and reimagines what data ownership can mean in a decentralized world. $WAL
Dusk Network: A Deep, Human-Centric Exploration of a Privacy-First, Compliance-Driven Financial Bloc
@Dusk #dusk In the earliest days of blockchain technology, the promise was radical: a decentralized financial system that transcended borders, intermediaries, and legacy structures. But as the technology matured, a painful truth emerged financial markets are not just about speed and transparency; they are built on trust, legal frameworks, secrecy where necessary, and rigorous compliance. Dusk Network emerged not from a desire to chase headlines, but from a deeply human insight: that the world’s financial infrastructure needs to belong to its participants, not to centralized gatekeepers, and that privacy and regulation need not be antithetical. Founded in 2018, Dusk is a Layer 1 blockchain engineered from the ground up to be the foundational fabric of regulated and privacy-focused finance a design philosophy that acknowledges both the emotional and practical realities of money, identity, and competitive markets. DOCUMENTATION At its core, Dusk is more than a blockchain it is a regulated decentralized market infrastructure (DeMI), deliberately crafted to accommodate the full lifecycle of financial instruments: issuance, trading, clearing, and settlement. Unlike general-purpose chains that treat privacy as an afterthought, Dusk uses zero-knowledge proofs (ZKPs) and advanced cryptographic primitives to protect sensitive details while still enabling verification and auditability. This duality privacy by design, transparent when necessary mirrors how traditional systems operate privately behind closed doors yet must produce auditable records for regulators. DOCUMENTATION One of the most profound emotional tensions in digital finance is the conflict between openness and confidentiality. People want to trust that their financial data is secure, not broadcast publicly for all to see, and institutions want to comply with regulations like MiCA, MiFID II, MiFIR, and GDPR without sacrificing competitive confidentiality. Dusk confronts this challenge head-on by embedding selective disclosure and compliance directly into the protocol, rather than layering it on externally. Regulators and auditors can obtain the necessary information, while traders and asset holders retain privacy from the market at large. DOCUMENTATION Architecture: Modular, Flexible, and Purpose-Built Technically, the heart of Dusk’s innovation lies in its modular architecture, which separates core network functions to optimize for the demanding standards of regulated finance: DuskDS The foundational layer responsible for consensus, data availability, settlement, and privacy-enabled transactions. This layer ensures that once a transaction is confirmed, it is final and irreversible a critical feature for financial contracts where uncertainty can have real economic cost. DOCUMENTATION DuskEVM An EVM-compatible execution environment that allows developers to write smart contracts in familiar languages while leveraging Dusk’s privacy and compliance tools. DUSK serves as the native gas token here, bridging traditional Ethereum tooling with institutional use cases. DOCUMENTATION DuskVM & Supplemental Tools A high-privacy execution environment optimized for Rust and other ZK-friendly contexts; along with applications like Citadel for self-sovereign identity and Zedger/Hedger for privacy-preserving asset lifecycle management. These tools further deepen Dusk’s fit with regulated markets by enabling selective identity disclosure and confidential contract logic. DOCUMENTATION This layered structure is not just technical complexity on a whitepaper it reflects a human desire for control and clarity. Developers can build EVM-compatible applications without learning entirely new paradigms, while institutions can enforce compliance rules inside the blockchain itself rather than relying on manual processes. DOCUMENTATION Privacy and Compliance: A Reconciliation To many observers, privacy and regulation seem like opposing forces. Yet Dusk’s approach is neither wilfully opaque nor naively transparent it is intentional and auditable privacy. Using cryptographic tools like PlonK ZKPs, Dusk enables confidential transactions where amounts, parties, and contract details are hidden from public view but can be revealed selectively to authorized parties. This model offers competitive confidentiality for traders and businesses while still complying with legal obligations a breakthrough that speaks to the emotional core of financial participation: security without isolation. DOCUMENTATION This architecture also facilitates innovation in tokenized real-world assets (RWAs). For example, compliant issuance, trading, and settlement of security tokens or regulated stablecoins become possible without off-chain reconciliations. The network even supports digital euro-equivalent tokens that meet regulatory frameworks, marrying the stability of fiat with the programmability of blockchain assets a testimony to how Dusk can reshape financial infrastructure in meaningful, human ways. Reddit The Broader Vision: Institutional Adoption and Beyond Emotionally, Dusk’s narrative is about bridging worlds reconciling traditional finance’s need for confidentiality and compliance with blockchain’s promise of decentralization and innovation. This duality resonates with a broad range of stakeholders: developers tired of building on public ledgers that leak strategic information; institutions seeking programmable infrastructure without regulatory risk; and individuals yearning for privacy without sacrificing openness. dusknetwork-ceu.pr.co By embedding compliance and privacy directly into a performant blockchain, Dusk doesn’t just redefine what a Layer 1 can be it invites the financial world to imagine new possibilities where institutions, innovators, and individuals can participate in markets that respect both the law and human dignity. Whether tokenizing securities, enabling private DeFi, or building identity-preserving financial applications, Dusk stands as a testament to how thoughtful design and deep research can bring blockchain closer to the real world it aspires to transform. $DUSK
Walrus: The Human Story Behind a Decentralized Storage Revolution
@Walrus 🦭/acc #walrus In the early days of blockchain, people dreamed of freedom freedom from centralized control, opaque servers, and data silos owned by faceless corporations. But over time, much of that early romance faded as reality set in: storing information reliably and privately on a decentralized network is incredibly hard. Walrus was born from this human longing for data sovereignty, the desire for every individual and developer to own their digital presence without intermediaries, and the conviction that data should be resilient, transparent, and economically fair. It is more than a protocol; it is a reflection of humanity’s need for control in an increasingly cloud-dependent world. Walrus Docs +1 At its heart, Walrus is a decentralized storage and data availability protocol built on the Sui blockchain. It tackles a fundamental problem: how to store large unstructured data videos, models, datasets, media, and other binary “blobs” in a way that is cost-efficient, fault-tolerant, censorship-resistant, and programmable. Traditional cloud services have dominated this space, but they leave users tied to single points of failure and opaque pricing. Walrus’s founders saw this as not just a technical gap but a moral one centralized storage undermines the very essence of decentralization that blockchain promises. Walrus Docs The human experience of losing cherished memories a failed hard drive, a corrupt server, or a service shutting down with no warning resonates deeply. Walrus responds to that by redesigning storage from the ground up. Instead of simply copying files across servers, it uses advanced erasure coding to break data into encoded pieces (“slivers”), which are scattered across a distributed network of storage nodes. If some nodes disappear or behave maliciously, the original data can still be reconstructed from a fraction of the pieces a design that mirrors how human memory works: resilient, redundant, and robust. Walrus Docs +1 This design also makes storage surprisingly efficient. Where traditional replication strategies might require dozens of copies, Walrus’s erasure coding achieves reliability with only about five times the size of the original data, a fraction of the overhead required by older decentralized storage models. It is a technological breakthrough with a human impact: storage that is affordable for developers, creators, and everyday users not just multinational corporations. Walrus Docs Walrus relies on the Sui blockchain for coordination, payments, and smart-contract logic. Each stored blob becomes an object on Sui, enabling on-chain verification of availability, duration, and metadata. Users interact through tools like CLI or SDKs to store, read, extend, or delete blobs actions that feel intuitive yet rest on deep computational innovation. This integration combines the reliability of on-chain verification with the flexibility of decentralized storage. Walrus Docs +1 The WAL token is the lifeblood of this ecosystem. It plays multiple critical roles: users pay WAL to store data; token holders stake WAL to support storage nodes; and governance decisions on upgrades, economic parameters, and key protocol design are made by WAL holders. This empowers the community not just engineers or corporations to shape the future of the network. As WAL holders, people are not just consumers but stewards of a shared data future. Gate.com +1 The delegated proof-of-stake mechanism ensures that the network remains secure, scalable, and responsive. WAL tokens staked to storage nodes incentivize reliability, keep incentives aligned, and distribute rewards fairly, reinforcing a network that reflects not only technical efficiency but collective resilience. Blockberry API Walrus’s architecture also opens doors to broader innovations. Developers can build decentralized websites, media platforms, AI data markets, and applications that operate without central servers. Projects like OpenGradient are already using Walrus to host decentralized AI models, showcasing how this infrastructure can empower creators and developers to wrest control from centralized AI giants and put it into the hands of individuals. Reddit Emotionally, Walrus is a testament to the human yearning for control over our digital lives and the belief that data should be as free and accessible as speech or thought. It challenges the legacy model of internet storage and offers an alternative that is resilient, fair, and rooted in shared ownership. In doing so, Walrus doesn’t just store files it preserves agency, memory, and freedom in the digital age. $WAL