Hasan_CU

#dusk $DUSK
Sieć Dusk to blockchain zaprojektowany specjalnie dla regulowanych rynków finansowych. Jej cel jest prosty, ale trudny w realizacji: zapewnić prywatność bez naruszania przepisów.
Większość blockchainów jest albo całkowicie przejrzysta, albo całkowicie prywatna. Dusk stosuje bardziej praktyczny podejście. Pozwala na zachowanie poufności działań finansowych, jednocześnie pozostając weryfikowalnym i audytowalnym przez uprawnione strony, gdy to konieczne. To sprawia, że jest idealnie przystosowany do aktywów rzeczywistych, tokenizowanych papierów wartościowych oraz finansów instytucjonalnych.

@Walrus 🦭/acc $WAL #walrus
Data is everywhere, but most of it is still hard to trust, hard to verify, and almost impossible to monetize properly. This gap is becoming more obvious as AI systems depend on massive datasets to function well. Walrus exists to solve this problem by treating data not as static storage, but as a living, provable asset.
Walrus is a decentralized data platform built for the AI era. Its goal is simple but ambitious: make data trustworthy, verifiable, and economically useful across industries.
Why Walrus Matters
Today’s data economy has three major issues. First, data ownership is unclear. Second, data quality is hard to verify. Third, creators rarely get paid fairly for the value their data generates.
Walrus tackles all three at once. Instead of just storing files, it adds cryptographic proofs, ownership rules, and programmable logic around data. This allows anyone to prove where data came from, how it was used, and who should be compensated.
In short, Walrus turns data into an on-chain asset without exposing the raw data itself.
Built for AI, Not Just Storage
AI models are only as good as the data they learn from. Walrus enables AI developers to access datasets that are provable, permissioned, and auditable. Data providers can define how their data is used, whether for training, inference, or analytics.
This creates a new type of marketplace where AI agents, developers, and data owners can interact without needing to trust each other blindly. The protocol enforces the rules.
Data Markets and Monetization
One of Walrus’s strongest features is data monetization. Data owners can list datasets, streams, or signals and set conditions for access. Payments and usage tracking happen on-chain, creating transparent and automatic revenue flows.
This opens the door to new markets, from financial data and research datasets to real-time IoT feeds and user-generated content.
Instead of data being extracted for free, Walrus allows value to flow back to the source.
Security and Verifiability
Walrus uses cryptographic proofs to ensure that data claims are real. Consumers can verify that data has not been altered, while providers retain control over access. This balance between privacy and verification is critical for regulated industries and enterprise adoption.
The result is a trust layer that works across blockchains, applications, and AI systems.
The Bigger Picture
Walrus is not trying to replace cloud storage or compete with traditional databases. It sits above them as a coordination and verification layer. Its real value comes from enabling new economic behavior around data.
As AI adoption accelerates, protocols like Walrus may become essential infrastructure. Not because they store more data, but because they make data usable, provable, and fair.
In the long run, Walrus is less about data itself and more about trust in a machine-driven world.

#walrus $WAL @Walrus 🦭/acc
Data drives everything today, from AI models to financial systems, yet most of it remains locked in silos or relies on blind trust. Walrus approaches this problem from the ground up by treating data as something that can be verified, priced, and exchanged without intermediaries.
Built by Mysten Labs, the creators of Sui, Walrus is a decentralized protocol designed to handle extremely large datasets. It is purpose-built for modern use cases like AI training data, model weights, and rich digital media, where scale and integrity matter more than simple file storage.
Rather than focusing only on storage, Walrus enables data to participate in markets. Providers can publish datasets with clear ownership and rules, while users, applications, and AI agents can access data knowing its origin and authenticity can be proven. This shifts data from being a static resource into an onchain economic primitive.
A key strength of Walrus lies in trust minimization. Every dataset comes with cryptographic guarantees around availability and provenance, reducing the need to rely on centralized platforms or offchain verification. For AI developers and enterprises, this means fewer assumptions and more certainty about the inputs powering their systems.
Market interest in Walrus has grown alongside this vision. In early 2026, WAL experienced a sharp increase in visibility and trading activity, partly driven by exchange-led campaigns. While price movements fluctuate, the underlying narrative reflects rising demand for decentralized data infrastructure.
Looking ahead, Walrus is positioned to support the next generation of data-driven applications. As AI agents become more autonomous and data-hungry, protocols that can make data trustworthy and economically viable will be essential. Walrus is building the rails for that future.

#dusk $DUSK @Dusk
Dusk Network is built as a modular blockchain designed specifically for regulated finance. Its architecture focuses on privacy, compliance, and security, enabling native issuance and management of real-world assets while supporting decentralized market infrastructure (DeMI).
At the foundation is DuskDS, the settlement, consensus, and data availability layer. It provides deterministic finality, secure settlement, and native bridging for execution environments like DuskVM and DuskEVM. By separating settlement from execution, Dusk maintains regulatory alignment without sacrificing performance.
Rusk, the core node implementation written in Rust, manages consensus, state, networking, and cryptographic operations. It integrates key components such as PLONK, Kadcast, and DuskVM, while exposing APIs and developer tooling through Dusk Core and RUES.
Consensus is handled by Succinct Attestation, a permissionless proof-of-stake protocol using committee-based block proposal, validation, and ratification. This design delivers fast, deterministic finality suitable for financial markets.
Dusk supports a dual transaction model. Moonlight enables transparent, account-based transactions, while Phoenix provides shielded, UTXO-style transfers. This flexibility allows users to balance privacy and compliance based on use case.
Execution is handled by specialized environments. Dusk VM is a WASM-based, zero-knowledge-friendly virtual machine optimized for confidential smart contracts. Dusk EVM is fully EVM-equivalent, allowing developers to deploy standard Ethereum contracts while benefiting from Dusk’s compliant settlement layer.
Networking is powered by Kadcast, a structured peer-to-peer protocol that reduces bandwidth usage and improves reliability compared to traditional gossip networks.
On top of this infrastructure, Dusk powers applications like Zedger and Hedger for compliant asset issuance and lifecycle management, and Citadel, a self-sovereign identity protocol enabling privacy-preserving compliance.
Together, these components position Dusk as a purpose-built blockchain for regulated, privacy-preserving financial markets.

#dusk $DUSK
The Dusk Network is built to support privacy-preserving financial applications, and at the center of this ecosystem is the DUSK token. DUSK is not just a utility token. It plays a direct role in consensus, network security, transaction fees, and long-term sustainability.
This article breaks down DUSK tokenomics in a clear and practical way, covering supply, utility, staking, emissions, and incentives.
What Is the DUSK Token?
DUSK is the native currency of the Dusk Network. It is used to secure the blockchain, pay for transactions, deploy decentralized applications, and reward participants who help maintain the network.
Originally, DUSK existed as ERC20 and BEP20 tokens. With the Dusk mainnet now live, users can migrate these tokens to native DUSK using an official burner contract.
Token Supply and Core Metrics
Token Name: Dusk
Symbol: DUSK
Initial Supply: 500 million DUSK
Emission Supply: 500 million DUSK emitted over 36 years
Maximum Supply: 1 billion DUSK
ICO: $8 million raised in November 2018 at $0.0404 per token
The initial supply was fully allocated and vested between May 2019 and April 2022. The remaining supply is released gradually through staking rewards.
Where DUSK Exists Today
DUSK is available across multiple chains and exchanges:
Ethereum (ERC20)
Binance Smart Chain (BEP20)
The token is actively traded on major centralized and decentralized exchanges, with pricing and liquidity tracked on CoinMarketCap and CoinGecko.
What DUSK Is Used For
DUSK has several essential roles within the network:
Staking to participate in consensus
Rewards for validators and committee members
Payment of transaction fees and gas
Deployment of smart contracts and dApps
Payment for services built on the Dusk Network
This makes DUSK a functional asset rather than a passive token.
Transaction Fees and Gas Model
Every transaction on Dusk consumes gas, which represents computational work on the network.
Gas is priced in LUX, where 1 LUX equals 0.000000001 DUSK
Users set a gas limit and gas price
Fees are calculated as gas used multiplied by gas price
Unused gas is not charge
When network activity is low, transaction fees remain very cheap. All collected fees are added to block rewards and redistributed to network participants.
Token Allocation Breakdown
The original 500 million DUSK supply was distributed as follows:
Token Sale: 50%
Development: 18.1%
Exchange Liquidity: 11.8%
Marketing: 7.3%
Team: 6.4%
Advisors: 6.4%
All allocations are fully vested, meaning there are no remaining unlock risks from early distributions.
Staking on Dusk Network
Staking is central to Dusk’s consensus and security model.
Key staking details include:
Minimum stake: 1,000 DUSK
Maximum stake: No limit
Maturity period: 2 epochs (4,320 blocks)
Unstaking: No lockup or penalties
This flexible model lowers the barrier for participation while encouraging long-term network support.
Long-Term Token Emission Model
Dusk uses a 36-year emission schedule designed to balance early incentives with long-term sustainability.
Emissions are split into nine periods of four years each
Token issuance is reduced by 50% every four years
This geometric decay model is similar in spirit to Bitcoin’s halving
Early periods distribute higher rewards to bootstrap participation, while later periods reduce inflation as the network matures.
By the end of the emission schedule, nearly all of the 500 million emitted tokens will be in circulation.
Incentive Structure and Block Rewards
Each block reward consists of newly emitted DUSK plus transaction fees. Rewards are distributed as follows:
Majority share to block generators
Portions allocated to validation and ratification committees
10% directed to the Dusk Development Fund
This structure ensures that every role in the consensus process is rewarded, while also funding long-term protocol development.
Unused portions of rewards tied to voting participation are burned, creating a deflationary pressure over time.
Slashing and Network Discipline
Dusk uses a soft slashing mechanism to discourage misbehavior without permanently destroying stake.
Slashing can occur if a node:
Runs outdated or modified software
Frequently misses assigned duties
Instead of burning tokens, the protocol temporarily suspends rewards and reduces the effective stake used for selection. Repeated faults increase penalties, but honest operators running official software are unlikely to be affected.
This approach balances accountability with fairness.
Final Thoughts
DUSK tokenomics are built with long-term sustainability in mind. The combination of controlled emissions, real utility, flexible staking, and non-punitive slashing creates a system designed to support regulated, privacy-focused finance at scale.
Rather than chasing short-term hype, the Dusk Network prioritizes stability, participation, and gradual decentralization, with DUSK playing a central role in making that vision work.@Dusk_Foundation

#walrus $WAL @Walrus 🦭/acc
Walrus is a decentralized storage and data availability protocol built on the Sui network and developed by Mysten Labs, the same team behind Sui. The project focuses on solving one of Web3’s persistent problems: how to store large volumes of unstructured data on-chain in a way that is cost-efficient, reliable, and programmable.
By combining advanced erasure coding with deep smart contract integration, Walrus positions itself as next-generation infrastructure for AI, gaming, NFTs, and data-driven applications.
Project Overview
At its core, Walrus is designed to handle large data objects rather than simple files or metadata. It uses erasure coding to split data into multiple fragments that are distributed across independent nodes. Even if up to two-thirds of storage nodes go offline, the original data can still be fully recovered. This architecture provides strong fault tolerance and high data availability without relying on heavy replication.
Compared to traditional decentralized storage protocols, Walrus takes a different approach. Instead of replicating data dozens of times, it maintains a low replication factor of roughly 4 to 5 copies. This design choice dramatically reduces costs while preserving security and reliability.
Data stored on Walrus exists as programmable objects on the Sui blockchain. These objects can be accessed, transferred, or referenced directly by smart contracts, allowing storage to become a composable part of on-chain applications rather than an external service.
Key Advantages of Walrus
Significant Cost Efficiency
Thanks to erasure coding and low replication, Walrus reduces storage costs by around 80 percent compared to Filecoin and by more than 99 percent compared to Arweave. This brings decentralized storage much closer to the pricing of centralized cloud providers, which is critical for large datasets like AI training data or high-resolution game assets.

Programmable On-chain Storage
Walrus storage objects are native to Sui. Developers can create, manage, and interact with stored data through smart contracts. This enables use cases such as dynamic NFTs, on-chain game assets, AI data sharing, and permissioned data access without relying on off-chain coordination.

Strong Team and Ecosystem Alignment
Developed by Mysten Labs, Walrus benefits from the same technical expertise that built Sui and the Move programming language. The project is tightly aligned with the Sui ecosystem while also aiming to support cross-chain use cases over time.

Driving SUI Network Economics
Each data write operation on Walrus consumes SUI tokens. Estimates suggest that large-scale adoption could lead to the burning of up to 240 million SUI annually, roughly 15 percent of the circulating supply. This positions Walrus as a major contributor to Sui’s on-chain activity and long-term value capture.

Market Position and Valuation Outlook
Walrus targets a specific and growing segment of the decentralized storage market: large, high-value data used in AI, gaming, and media-heavy applications. Its combination of low cost and programmability differentiates it from existing protocols such as Filecoin, Arweave, and Storj.

Within this context, the WAL token can be viewed as infrastructure-level exposure to storage demand within the Sui ecosystem. As on-chain data usage grows and more applications rely on Walrus for storage and availability, WAL has meaningful room for market capitalization expansion relative to established storage networks.

WAL Tokenomics Overview
Total Supply: 5,000,000,000 WAL
Initial Circulating Supply: 1,250,000,000 WAL (25%)
Token Allocation
User Airdrop (10%): Distributed to early testnet and mainnet users, with 4 percent allocated before launch and 6 percent after.
Community Reserve (43%): Managed by the Walrus Foundation to fund ecosystem incentives, developer grants, hackathons, and partnerships.
Investors (7%): Allocated to institutional investors with linear vesting starting 12 months after mainnet launch.
Core Contributors (30%): Reserved for the development team and early contributors to the protocol.
Team and Funding
Walrus is built by Mysten Labs, whose team includes former engineers from Meta’s Diem project, Apple, and Google. The team has deep expertise in cryptography, distributed systems, and blockchain infrastructure.
In March 2025, the project raised 140 million dollars in a funding round led by Standard Crypto, with participation from a16z crypto, Electric Capital, and other leading firms. This stands as one of the largest funding rounds in the Web3 storage sector, highlighting strong institutional confidence in the project.

Potential Risks to Consider
Despite its strong fundamentals, Walrus faces several challenges. Migrating large datasets is expensive and complex, and many projects may hesitate to move data from established centralized providers. User stickiness in storage markets remains uncertain, especially when long-term reliability and service guarantees are still being proven.
Additionally, early ecosystem activity was heavily influenced by NFT-based airdrops, resulting in millions of wallet interactions. While this boosted visibility, it may not accurately reflect sustained developer or enterprise adoption once incentives decline.

Conclusion
Walrus represents a meaningful evolution in decentralized storage. By combining low-cost architecture, strong fault tolerance, and native smart contract integration, it addresses real limitations of existing solutions. Backed by a proven team and deep Sui ecosystem integration, Walrus has the potential to become a core data layer for Web3 and AI applications.
Its long-term success will depend on real adoption beyond incentives, but from a technical and economic standpoint, Walrus stands out as one of the most compelling storage protocols emerging in the current cycle.

#walrus $WAL
Większość danych na świecie pozostaje nieaktywna. Są nieufne, niedoużywane i odcięte od rzeczywistej wartości gospodarczej. To ogromny problem w świecie napędzanym sztuczną inteligencją, gdzie jakość danych bezpośrednio kształtuje wyniki.
Walrus opiera się na prostym, ale potężnym idei. Dane powinny być wiarygodne, udowodnione, bezpieczne i użyteczne. Nie tylko przechowywane gdzieś, ale aktywne.
Walrus to platforma dla deweloperów, która umożliwia tworzenie rynków danych dla ery sztucznej inteligencji. Pozwala konstruować systemy, w których dane mogą być zweryfikowane na łańcuchu, bezpiecznie udostępniane i monetizowane w różnych sektorach. Od agentów AI i finansów dezentralizowanych po badania i platformy treści, Walrus daje deweloperom narzędzia do przekształcania danych w rzeczywisty zasób gospodarczy.

ব্লকচেইন অনেক সম্ভাবনার কথা বললেও বাস্তবে বেশিরভাগ আর্থিক প্রতিষ্ঠান তা ব্যবহার করতে পারে না। কারণ, সম্পূর্ণ খোলা লেনদেন গোপনীয়তার আইনের সঙ্গে মেলে না। আবার পরিচয়হীন ব্যবহারকারীর ধারণাও নিয়ন্ত্রিত ব্যবস্থায় গ্রহণযোগ্য নয়। তার উপর ধীরগতির বা অনিশ্চিত সেটেলমেন্ট বাস্তব বাজারে বড় সমস্যা তৈরি করে।
Dusk ঠিক এই সমস্যাগুলো সমাধান করতেই তৈরি।
এটি এমন একটি ব্লকচেইন, যেখানে গোপনীয়তা ও নিয়ম একসঙ্গে কাজ করে। উদ্দেশ্য একটাই—আইন মেনে বাস্তব আর্থিক কার্যক্রমকে অন-চেইনে আনা।
নিয়ন্ত্রিত ডিজিটাল সিকিউরিটিজ
Dusk ব্যবহার করে শেয়ার, বন্ড বা ফান্ডের মতো আর্থিক সম্পদ টোকেন আকারে ইস্যু করা যায়। এখানে নিয়ম মানার বিষয়টি আলাদা করে দেখভাল করতে হয় না। কে বিনিয়োগ করতে পারবে, কে পারবে না, কতটা ট্রান্সফার করা যাবে—সব কিছুই স্মার্ট কন্ট্রাক্টের ভেতরেই নির্ধারিত থাকে।
ক্যাপ টেবিল গোপন রাখা যায়, আবার প্রয়োজনে যাচাইও করা যায়। ডিভিডেন্ড দেওয়া বা ভোটিংয়ের মতো কাজ অন-চেইনে হয়, কিন্তু অংশগ্রহণকারীদের ব্যক্তিগত তথ্য প্রকাশ পায় না।
প্রাতিষ্ঠানিক DeFi
সাধারণ DeFi প্ল্যাটফর্মে সব কিছু সবার সামনে খোলা থাকে। এটি পরীক্ষামূলক ব্যবহারের জন্য ঠিক হলেও নিয়ন্ত্রিত প্রতিষ্ঠানের জন্য ঝুঁকিপূর্ণ।
Dusk এমন DeFi ব্যবস্থার সুযোগ দেয়, যেখানে পরিচয় যাচাই ও নিয়ম মানা বাধ্যতামূলক, কিন্তু ব্যালেন্স বা পজিশন গোপন থাকে। লেন্ডিং, মার্কেট মেকিং বা অন্য আর্থিক পণ্য ব্যবহার করা যায়, তবে প্রতিষ্ঠানের কৌশল বা সম্পদের পরিমাণ প্রকাশ করতে হয় না।
এর ফলে প্রতিষ্ঠানগুলো নিরাপদভাবে অন-চেইন ফাইন্যান্সে অংশ নিতে পারে।
পেমেন্ট ও সেটেলমেন্ট ব্যবস্থা
Dusk দ্রুত এবং নিশ্চিত সেটেলমেন্টের জন্য তৈরি। একবার লেনদেন সম্পন্ন হলে তা নিয়ে আর অনিশ্চয়তা থাকে না।
প্রতিষ্ঠানগুলো পরস্পরের মধ্যে গোপন লেনদেন করতে পারে, টোকেনাইজড সম্পদের ডেলিভারি ও পেমেন্ট একসঙ্গে নিষ্পত্তি করতে পারে, এবং তৃতীয় পক্ষের সামনে অপ্রয়োজনীয় তথ্য প্রকাশ করতে হয় না। তবে প্রয়োজনে নিয়ন্ত্রক সংস্থাকে নির্দিষ্ট তথ্য দেখানোর ব্যবস্থাও থাকে।
পরিচয়ভিত্তিক ও নিয়ন্ত্রিত প্ল্যাটফর্ম
Dusk-এ এমন প্ল্যাটফর্ম তৈরি করা যায়, যেখানে সবার প্রবেশাধিকার একরকম নয়। যাচাইযোগ্য পরিচয়ের ভিত্তিতে কে কী করতে পারবে তা নির্ধারণ করা যায়।
এর ফলে আলাদা করে কাগজপত্র বা ম্যানুয়াল যাচাইয়ের দরকার কমে যায়। নিয়মগুলো সরাসরি স্মার্ট কন্ট্রাক্টে কাজ করে, ফলে ভুল বা অনিয়মের সুযোগও কম থাকে।
বাস্তব ব্যবহারের জন্য তৈরি
Dusk কোনো পরীক্ষামূলক ধারণা নয়। এটি খোলা ব্লকচেইনের বিকল্প হতে চায় না। বরং যেখানে নিয়ম, গোপনীয়তা এবং বিশ্বাস জরুরি, সেখানে ব্লকচেইনকে কার্যকর করে তোলে।
ডেভেলপাররা পরিচিত EVM টুল ব্যবহার করতে পারে। আর প্রতিষ্ঠানগুলো নিশ্চিত থাকতে পারে যে তারা আইন মেনে, গোপনীয়তা বজায় রেখে অন-চেইনে কাজ করছে। #dusk @Dusk $DUSK