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Let’s Connect
Following you back immediately
#USTradeDeficitShrink #ZTCBinanceTGE
#BinanceHODLerBREV #USChinaDeal
#BinanceHODLerMorpho
Amazing write up,
It’s really nice to see how #plama is pushing the adoption of crytk with the stable coin infrastructure built
It’s really nice to see how #plama is pushing the adoption of crytk with the stable coin infrastructure built
زرتاشہ گل
--
The Quiet Engine Behind Plasma: How XPL’s Tokenomics Are Built for a Payment-First Blockchain
When people talk about blockchains, they often focus on price charts, speculation, and short-term market moves. But behind every serious network, there is something far more important: the economic design that keeps it running, secure, and useful over many years. For Plasma, a blockchain built specifically for stablecoin payments, that economic foundation is the XPL token.
XPL is not designed to be a trend-driven asset. It is designed to be infrastructure. In many ways, it plays a role similar to how reserves and settlement assets work in traditional finance. It secures the network, aligns incentives between participants, and supports the long-term growth of an ecosystem that aims to move real money at internet speed.
What XPL Is and Why It Exists
XPL is the native token of the Plasma blockchain. It is used to pay for transactions, secure the network through staking, and reward validators who keep the system running. In this sense, it is similar to Bitcoin on Bitcoin or Ether on Ethereum. But Plasma’s mission is more focused. The network is built for stablecoins and payments, not for general speculation.
The long-term goal of Plasma is to bring large-scale financial activity on-chain, including stablecoin settlements, institutional flows, and real-world payment use cases. XPL exists to protect this system and make sure that everyone who helps run it is properly aligned with its success.
Instead of designing the token only for early crypto users, Plasma’s team has structured XPL with a broader view. The idea is to create a system that can grow beyond the crypto-native world and connect with traditional finance, businesses, and payment systems.
The Initial Supply and Long-Term Structure
At the launch of Plasma’s mainnet beta, the initial supply of XPL is set at 10 billion tokens. This number is not random. It allows the network to support a large ecosystem while still leaving room for controlled, predictable issuance over time to reward validators.
Unlike many projects that flood the market early, Plasma’s token distribution is structured with long-term unlock schedules. This is meant to avoid sudden supply shocks and to keep incentives aligned over several years rather than just a few months.
How XPL Is Distributed
The XPL supply is divided into four main groups: public participants, ecosystem growth, the team, and investors. Each group has a specific role in helping the network grow and stay secure.
Ten percent of the total supply, or 1 billion XPL, was allocated to the public sale. This was done through a deposit campaign designed to bring in early users and supporters. For non-US participants, these tokens are fully unlocked at mainnet beta launch. For US participants, there is a longer lockup period, with full unlock scheduled for July 2026. This structure reflects regulatory realities while still keeping the sale open and fair.
The largest share, 40% of the supply, is reserved for ecosystem and growth. This part of the supply exists for one reason: adoption. Plasma is trying to build real payment infrastructure, and that requires liquidity, partnerships, incentives, and integration work. A portion of this allocation is available at launch to support early DeFi activity, exchange integrations, and strategic partners. The rest is released slowly over three years, which helps keep growth steady rather than rushed.
The team receives 25% of the total supply. This is not unusual for infrastructure projects that need strong long-term commitment from engineers, researchers, and operators. These tokens are locked with a cliff and then released gradually over three years. This means the people building Plasma are economically tied to the long-term success of the network, not short-term price movements.
The final 25% is allocated to investors. These are the groups that provided early funding to make Plasma possible. Their tokens follow the same unlock schedule as the team’s tokens, which helps keep incentives aligned and reduces the risk of sudden large sell-offs.
The Role of Validators and Staking
Plasma uses a Proof-of-Stake system. This means validators secure the network by locking up XPL and using it to participate in consensus. They confirm transactions, produce blocks, and keep the system running reliably.
In the future, Plasma plans to support delegated staking. This will allow regular XPL holders to delegate their tokens to validators and earn a share of the rewards without running technical infrastructure themselves. This makes network participation more open and spreads security across a wider group of holders.
Validators are not just rewarded for existing. They are paid because they provide real services: keeping the network fast, secure, and resistant to censorship. Their incentives are directly tied to the health of the Plasma chain.
Inflation, Rewards, and Long-Term Balance
Like most Proof-of-Stake networks, Plasma uses controlled inflation to pay validators. Validator rewards start at 5% per year and decrease by 0.5% each year until they reach a long-term level of 3%. This approach tries to balance two needs: making sure validators are well-paid and limiting long-term dilution for token holders.
Importantly, inflation only starts when external validators and delegation are live. Also, tokens that are still locked for the team and investors do not receive staking rewards. This prevents early concentration of emissions and keeps the system fairer.To further control inflation, Plasma follows a mechanism similar to Ethereum’s EIP-1559. Base transaction fees on the network are burned. This means that as usage grows, more XPL is removed from circulation. Over time, this can offset or even balance out new token issuance.
A Token Designed for Use, Not Hype
XPL’s tokenomics are not built around fast cycles or aggressive speculation. They are built around usage, security, and steady growth. The structure of the supply, the long unlock periods, the validator system, and the fee-burning mechanism all point in the same direction: a network that is meant to run for decades, not just market cycles.
Plasma is trying to become serious financial infrastructure. XPL is the asset that makes this possible behind the scenes.
Price will always move. Markets will always be emotional. But the real story of XPL is not in short-term charts. It is in whether the network succeeds in becoming a place where stablecoins and real payments actually live.
If that happens, the tokenomics of XPL will have done exactly what they were designed to do: quietly support a system that just works.
@Plasma #Plasma #plasma $XPL
{spot}(XPLUSDT)
XPL is not designed to be a trend-driven asset. It is designed to be infrastructure. In many ways, it plays a role similar to how reserves and settlement assets work in traditional finance. It secures the network, aligns incentives between participants, and supports the long-term growth of an ecosystem that aims to move real money at internet speed.
What XPL Is and Why It Exists
XPL is the native token of the Plasma blockchain. It is used to pay for transactions, secure the network through staking, and reward validators who keep the system running. In this sense, it is similar to Bitcoin on Bitcoin or Ether on Ethereum. But Plasma’s mission is more focused. The network is built for stablecoins and payments, not for general speculation.
The long-term goal of Plasma is to bring large-scale financial activity on-chain, including stablecoin settlements, institutional flows, and real-world payment use cases. XPL exists to protect this system and make sure that everyone who helps run it is properly aligned with its success.
Instead of designing the token only for early crypto users, Plasma’s team has structured XPL with a broader view. The idea is to create a system that can grow beyond the crypto-native world and connect with traditional finance, businesses, and payment systems.
The Initial Supply and Long-Term Structure
At the launch of Plasma’s mainnet beta, the initial supply of XPL is set at 10 billion tokens. This number is not random. It allows the network to support a large ecosystem while still leaving room for controlled, predictable issuance over time to reward validators.
Unlike many projects that flood the market early, Plasma’s token distribution is structured with long-term unlock schedules. This is meant to avoid sudden supply shocks and to keep incentives aligned over several years rather than just a few months.
How XPL Is Distributed
The XPL supply is divided into four main groups: public participants, ecosystem growth, the team, and investors. Each group has a specific role in helping the network grow and stay secure.
Ten percent of the total supply, or 1 billion XPL, was allocated to the public sale. This was done through a deposit campaign designed to bring in early users and supporters. For non-US participants, these tokens are fully unlocked at mainnet beta launch. For US participants, there is a longer lockup period, with full unlock scheduled for July 2026. This structure reflects regulatory realities while still keeping the sale open and fair.
The largest share, 40% of the supply, is reserved for ecosystem and growth. This part of the supply exists for one reason: adoption. Plasma is trying to build real payment infrastructure, and that requires liquidity, partnerships, incentives, and integration work. A portion of this allocation is available at launch to support early DeFi activity, exchange integrations, and strategic partners. The rest is released slowly over three years, which helps keep growth steady rather than rushed.
The team receives 25% of the total supply. This is not unusual for infrastructure projects that need strong long-term commitment from engineers, researchers, and operators. These tokens are locked with a cliff and then released gradually over three years. This means the people building Plasma are economically tied to the long-term success of the network, not short-term price movements.
The final 25% is allocated to investors. These are the groups that provided early funding to make Plasma possible. Their tokens follow the same unlock schedule as the team’s tokens, which helps keep incentives aligned and reduces the risk of sudden large sell-offs.
The Role of Validators and Staking
Plasma uses a Proof-of-Stake system. This means validators secure the network by locking up XPL and using it to participate in consensus. They confirm transactions, produce blocks, and keep the system running reliably.
In the future, Plasma plans to support delegated staking. This will allow regular XPL holders to delegate their tokens to validators and earn a share of the rewards without running technical infrastructure themselves. This makes network participation more open and spreads security across a wider group of holders.
Validators are not just rewarded for existing. They are paid because they provide real services: keeping the network fast, secure, and resistant to censorship. Their incentives are directly tied to the health of the Plasma chain.
Inflation, Rewards, and Long-Term Balance
Like most Proof-of-Stake networks, Plasma uses controlled inflation to pay validators. Validator rewards start at 5% per year and decrease by 0.5% each year until they reach a long-term level of 3%. This approach tries to balance two needs: making sure validators are well-paid and limiting long-term dilution for token holders.
Importantly, inflation only starts when external validators and delegation are live. Also, tokens that are still locked for the team and investors do not receive staking rewards. This prevents early concentration of emissions and keeps the system fairer.To further control inflation, Plasma follows a mechanism similar to Ethereum’s EIP-1559. Base transaction fees on the network are burned. This means that as usage grows, more XPL is removed from circulation. Over time, this can offset or even balance out new token issuance.
A Token Designed for Use, Not Hype
XPL’s tokenomics are not built around fast cycles or aggressive speculation. They are built around usage, security, and steady growth. The structure of the supply, the long unlock periods, the validator system, and the fee-burning mechanism all point in the same direction: a network that is meant to run for decades, not just market cycles.
Plasma is trying to become serious financial infrastructure. XPL is the asset that makes this possible behind the scenes.
Price will always move. Markets will always be emotional. But the real story of XPL is not in short-term charts. It is in whether the network succeeds in becoming a place where stablecoins and real payments actually live.
If that happens, the tokenomics of XPL will have done exactly what they were designed to do: quietly support a system that just works.
@Plasma #Plasma #plasma $XPL
{spot}(XPLUSDT)
Stablecoins have become one of crypto’s dominant use cases, with over $250 billion in supply and trillions in monthly volume. Plasma is purpose-built to meet their demands with zero-fee USD₮ transfers, custom gas tokens, support for confidential payments, and the throughput to scale globally.
Plasma is a Layer 1 blockchain purpose-built for global stablecoin payments. It combines high throughput, stablecoin-native features, and full EVM compatibility, giving developers the foundational infrastructure to build next-generation payment and financial applications.
Developers can deploy applications and protocols using the tools they already use, including Hardhat, Foundry, and wallets like MetaMask. Plasma also provides protocol-maintained contracts for zero fee USD₮ transfers, custom gas tokens, and confidential payments. These features are scoped for stablecoin use cases and integrate cleanly with EIP-4337 and EIP-7702 smart accounts. While not yet embedded at the protocol level, they are designed for deeper coordination with block building and execution over time.
Whether a developer is building anything from a wallet to an FX system or a consumer application, Plasma gives them the speed, liquidity, and flexibility to operate at global scale.
Most blockchains weren’t built with stablecoins in mind. Plasma on the other hand is designed from the ground up for high-volume, low-cost payments. Our infrastructure is optimized for the scale, speed, and reliability that stablecoins demand.
#plasma $XPL
Plasma is a Layer 1 blockchain purpose-built for global stablecoin payments. It combines high throughput, stablecoin-native features, and full EVM compatibility, giving developers the foundational infrastructure to build next-generation payment and financial applications.
Developers can deploy applications and protocols using the tools they already use, including Hardhat, Foundry, and wallets like MetaMask. Plasma also provides protocol-maintained contracts for zero fee USD₮ transfers, custom gas tokens, and confidential payments. These features are scoped for stablecoin use cases and integrate cleanly with EIP-4337 and EIP-7702 smart accounts. While not yet embedded at the protocol level, they are designed for deeper coordination with block building and execution over time.
Whether a developer is building anything from a wallet to an FX system or a consumer application, Plasma gives them the speed, liquidity, and flexibility to operate at global scale.
Most blockchains weren’t built with stablecoins in mind. Plasma on the other hand is designed from the ground up for high-volume, low-cost payments. Our infrastructure is optimized for the scale, speed, and reliability that stablecoins demand.
#plasma $XPL
#walrus $WAL @Walrus 🦭/acc
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 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 IS THERE!
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".
Support subscription models for media: Creators can store encrypted media on Walrus and only provide access via decryption keys to parties that have paid a subscription fee or have paid for content. (Note that Walrus provides the storage; encryption and decryption must be done off Walrus).
We are excited to see what else the web3 developer community can imagine!
#wal @Walrus 🦭/acc $WAL
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".
Support subscription models for media: Creators can store encrypted media on Walrus and only provide access via decryption keys to parties that have paid a subscription fee or have paid for content. (Note that Walrus provides the storage; encryption and decryption must be done off Walrus).
We are excited to see what else the web3 developer community can imagine!
#wal @Walrus 🦭/acc $WAL
YOU ARE NOT LATE TO DUSK!
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
- 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.
@Dusk #dusk $DUSK
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
- 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.
@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:
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 $DUSK @Dusk #MarketRebound #BTC100kNext? #StrategyBTCPurchase
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 $DUSK @Dusk #MarketRebound #BTC100kNext? #StrategyBTCPurchase
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 #dusk $DUSK
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 #dusk $DUSK
WHY 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:
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 $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:
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 $DUSK @Dusk_Foundation
#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:
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
#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:
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
#dusk $DUSK @Dusk
Nice nice, let’s see
Fatima_Tariq
--
Crypto on a Knife-Edge: Dump or Pump in the Next 24 Hours?
Markets are entering a high-risk zone. Two major U.S. events are set to collide, and they could quickly reshape expectations around growth, recession risk, and interest rates — and crypto isn’t immune.First, the U.S. Supreme Court ruling on Trump-era tariffs is expected soon, with markets pricing a 77% chance the tariffs are struck down. If that happens, the government may have to refund a huge portion of the $600B+ collected, and market sentiment could take a hit, triggering sharp repricing across stocks and crypto.
Then, the U.S. jobless report at 8:30 AM ET adds more pressure. Strong unemployment data could push rate cuts further away, while weak data accelerates recession fears.Markets are trapped between two extremes. Expect volatility, fast moves, and sharp reactions. Discipline and risk management are more important than ever.
#ETH #Crypto #MarketAlert #USJobs #TradingTips $BERA $RIVER $DASH
Markets are entering a high-risk zone. Two major U.S. events are set to collide, and they could quickly reshape expectations around growth, recession risk, and interest rates — and crypto isn’t immune.First, the U.S. Supreme Court ruling on Trump-era tariffs is expected soon, with markets pricing a 77% chance the tariffs are struck down. If that happens, the government may have to refund a huge portion of the $600B+ collected, and market sentiment could take a hit, triggering sharp repricing across stocks and crypto.
Then, the U.S. jobless report at 8:30 AM ET adds more pressure. Strong unemployment data could push rate cuts further away, while weak data accelerates recession fears.Markets are trapped between two extremes. Expect volatility, fast moves, and sharp reactions. Discipline and risk management are more important than ever.
#ETH #Crypto #MarketAlert #USJobs #TradingTips $BERA $RIVER $DASH
ever heard of Walrus?
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
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 $WAL @Walrus 🦭/acc
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,
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,
NEW TO DUSK FOUNDATION?
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.)
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 transactionsClassic 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 liquidityInstitutions 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
Productized and profitable smart contractsTokens governed by privacy-preserving smart contractsCompliant with global regulations and local legislationInstant settlement of transactions
Investors
Cosimo XCosimo XRR2 CapitalBlockwall ManagementBlockwall ManagementBitfinexBitfinex
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.
#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:
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.)
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 transactionsClassic 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 liquidityInstitutions 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
Productized and profitable smart contractsTokens governed by privacy-preserving smart contractsCompliant with global regulations and local legislationInstant settlement of transactions
Investors
Cosimo XCosimo XRR2 CapitalBlockwall ManagementBlockwall ManagementBitfinexBitfinex
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.
#dusk $DUSK @Dusk_Foundation
#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.
- 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.
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Let’s connect 🤝
Happy Sunday Guys
Happy New Year
Let’s Connect
Following you back immediately
#USTradeDeficitShrink #ZTCBinanceTGE
#BinanceHODLerBREV #USChinaDeal
#BinanceHODLerMorpho
Happy New Year
Let’s Connect
Following you back immediately
#USTradeDeficitShrink #ZTCBinanceTGE
#BinanceHODLerBREV #USChinaDeal
#BinanceHODLerMorpho
🚀🚀
$FIL
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🎯 $1.717
🎯 $1.869
🎯 $2.059
DYOR
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🎯 $1.611
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🎯 $2.059
DYOR
Amazinh content on APRO,
Nice to see APRO Usage and how it is contributing to the adoption of crypto ecosystem
Nice to see APRO Usage and how it is contributing to the adoption of crypto ecosystem
Fatima_Tariq
--
APRO Token Utility, Incentives & Long-Term Vision
If you have been trading for any length of time, you have probably noticed that the most successful projects aren’t always the loudest—they are the ones that become essential infrastructure. As we close out 2025, APRO Oracle has moved firmly into that category. For traders and investors, the "alpha" here isn't just in the tech, but in the economic engine that powers it. The AT token serves as the heartbeat of this entire network, and understanding its utility is the key to seeing where APRO is headed as it targets the multi-trillion dollar Real-World Asset (RWA) and AI markets in 2026.
At the center of APRO’s design is a capped supply of 1 billion tokens, a move that mirrors the scarcity-first mindset we see in Bitcoin. Currently, about 23% of that supply—roughly 230 million tokens—is circulating. Following the high-profile Binance HODLer airdrop on November 27 and the subsequent Bitrue listing on December 3, the token has faced the kind of volatility we expect after a major rollout. But for those looking past the immediate price action, the real story is in how those tokens are allocated. With 25% earmarked for the ecosystem and 20% dedicated specifically to staking rewards, the protocol is clearly prioritizing long-term participants over short-term speculators.
The utility of the AT token is where things get interesting for the active investor. It isn't just a governance placeholder; it is a "Work Token." If you want to run a node and earn rewards from data request fees, you have to stake AT. This creates a powerful buy-side pressure as the network grows. But it’s not a one-way street. APRO employs a slashing mechanism to keep everyone honest. If a node operator submits malicious or wildly inaccurate data—something the protocol’s Verdict Layer catches using AI analysis—they lose a portion of their stake. This "skin in the game" is what allows institutional players to trust APRO with high-value RWA tokenization.
Beyond node operations, staking is the primary way for the community to share in the protocol's success. Throughout December 2025, we have seen a massive push in "Social Mining" and creator campaigns, with Binance Square alone distributing 400,000 AT in rewards. These initiatives are designed to bootstrap a "Trust Mesh" of users who help verify data and report suspicious activity. By rewarding these "human oracles," APRO ensures its data isn't just fast, but contextually accurate. Have you ever wondered why some oracles fail during flash crashes? It’s often because they lack the human-AI hybrid check that APRO has made its signature.
The governance role of the AT token has also evolved significantly as we approach the 2026 roadmap. It is no longer just about voting on which chain to add next. Holders are now actively shaping the "Permissionless Data Source" rules slated for Q1 2026. This is a massive shift toward a truly decentralized marketplace where any developer can propose a new data feed—be it live stream analysis for gaming or title verification for real estate—and the AT community decides if it meets the network’s quality standards. This decentralized curation is what will prevent the protocol from becoming a bloated library of useless data.
Looking at the vision for 2026, APRO is positioning itself as the "Data Operating System" for the AI era. The roadmap is ambitious: moving from simple price feeds to supporting live stream and video analysis. Imagine a smart contract that automatically pays out an insurance claim because an APRO-linked AI node "saw" a storm on a satellite feed, or a prediction market that settles based on a live stream of a political event. This is the "Unstructured Data" frontier that traditional oracles like Chainlink simply aren't built to handle. By building the infrastructure to parse PDFs, images, and video in real-time, APRO is moving from being a DeFi tool to a global utility.
Personally, I see the current phase as the "Foundational Era." The 2025 market has been a proving ground, showing that the network can handle over 125,000 data validations a week without a hitch. As the 2026 vesting schedules for investors and teams kick in, the protocol will need to match that supply with even more utility. The focus on high-frequency, low-latency feeds for Bitcoin-native DeFi—like Runes and the Lightning Network—suggests they are fishing where the fish are. If they can capture even 5% of the growing BTCFi market, the demand for AT tokens as collateral and fee-payment assets could be substantial.
The takeaway for any trader today is that data is the most valuable commodity of the 21st century, but only if it’s true. APRO isn't just betting on a token price; it’s betting on a future where every financial decision is driven by verifiable, AI-filtered information. As the 400,000 AT creator campaign wraps up in early January, keep an eye on the staking participation rates. That is your real indicator of how much the community believes in the long-term mission.
#APRO $AT @APRO Oracle
At the center of APRO’s design is a capped supply of 1 billion tokens, a move that mirrors the scarcity-first mindset we see in Bitcoin. Currently, about 23% of that supply—roughly 230 million tokens—is circulating. Following the high-profile Binance HODLer airdrop on November 27 and the subsequent Bitrue listing on December 3, the token has faced the kind of volatility we expect after a major rollout. But for those looking past the immediate price action, the real story is in how those tokens are allocated. With 25% earmarked for the ecosystem and 20% dedicated specifically to staking rewards, the protocol is clearly prioritizing long-term participants over short-term speculators.
The utility of the AT token is where things get interesting for the active investor. It isn't just a governance placeholder; it is a "Work Token." If you want to run a node and earn rewards from data request fees, you have to stake AT. This creates a powerful buy-side pressure as the network grows. But it’s not a one-way street. APRO employs a slashing mechanism to keep everyone honest. If a node operator submits malicious or wildly inaccurate data—something the protocol’s Verdict Layer catches using AI analysis—they lose a portion of their stake. This "skin in the game" is what allows institutional players to trust APRO with high-value RWA tokenization.
Beyond node operations, staking is the primary way for the community to share in the protocol's success. Throughout December 2025, we have seen a massive push in "Social Mining" and creator campaigns, with Binance Square alone distributing 400,000 AT in rewards. These initiatives are designed to bootstrap a "Trust Mesh" of users who help verify data and report suspicious activity. By rewarding these "human oracles," APRO ensures its data isn't just fast, but contextually accurate. Have you ever wondered why some oracles fail during flash crashes? It’s often because they lack the human-AI hybrid check that APRO has made its signature.
The governance role of the AT token has also evolved significantly as we approach the 2026 roadmap. It is no longer just about voting on which chain to add next. Holders are now actively shaping the "Permissionless Data Source" rules slated for Q1 2026. This is a massive shift toward a truly decentralized marketplace where any developer can propose a new data feed—be it live stream analysis for gaming or title verification for real estate—and the AT community decides if it meets the network’s quality standards. This decentralized curation is what will prevent the protocol from becoming a bloated library of useless data.
Looking at the vision for 2026, APRO is positioning itself as the "Data Operating System" for the AI era. The roadmap is ambitious: moving from simple price feeds to supporting live stream and video analysis. Imagine a smart contract that automatically pays out an insurance claim because an APRO-linked AI node "saw" a storm on a satellite feed, or a prediction market that settles based on a live stream of a political event. This is the "Unstructured Data" frontier that traditional oracles like Chainlink simply aren't built to handle. By building the infrastructure to parse PDFs, images, and video in real-time, APRO is moving from being a DeFi tool to a global utility.
Personally, I see the current phase as the "Foundational Era." The 2025 market has been a proving ground, showing that the network can handle over 125,000 data validations a week without a hitch. As the 2026 vesting schedules for investors and teams kick in, the protocol will need to match that supply with even more utility. The focus on high-frequency, low-latency feeds for Bitcoin-native DeFi—like Runes and the Lightning Network—suggests they are fishing where the fish are. If they can capture even 5% of the growing BTCFi market, the demand for AT tokens as collateral and fee-payment assets could be substantial.
The takeaway for any trader today is that data is the most valuable commodity of the 21st century, but only if it’s true. APRO isn't just betting on a token price; it’s betting on a future where every financial decision is driven by verifiable, AI-filtered information. As the 400,000 AT creator campaign wraps up in early January, keep an eye on the staking participation rates. That is your real indicator of how much the community believes in the long-term mission.
#APRO $AT @APRO Oracle
Nice
Amazing and educative write up about #APRO,
Fascinating to know how APRO security appriach for data infrastructure and bringing alot of used cases to DeFi
#APRO $AT
Amazing and educative write up about #APRO,
Fascinating to know how APRO security appriach for data infrastructure and bringing alot of used cases to DeFi
#APRO $AT
Fatima_Tariq
--
APRO’s Data Architecture, Validation Process, and Security Design
The problem with decentralized finance isn't the code on-chain; it’s the fragility of the data coming from off-chain. If you’re trading derivatives or using collateral in a lending protocol, your liquidation price, your interest rate, and your ultimate financial fate are decided by an oracle price feed. If that feed is manipulated, slow, or inaccurate, the smart contract will execute perfectly, but it will execute an injustice. That’s why the architecture of APRO (Artificial Protocol Oracle) is a fascinating, crucial piece of infrastructure—it’s built to reduce the attack surface of bad data using layers of cryptographic and structural security.
The foundation of APRO’s security is laid by its Decentralized Submitter Nodes. This is a necessary first step that eliminates the single point of failure inherent in centralized APIs or small, permissioned oracle groups. Hundreds or even thousands of independent nodes, run by different operators across various geographical locations, are incentivized with staked $AT tokens to correctly retrieve, validate, and submit data. The financial consequence for any node that submits blatantly false data is having its staked tokens slashed, creating a powerful economic deterrent against malicious behavior. This decentralization is not just ideological; it’s the primary guarantee against censorship and collusion.
The real innovation, however, lies in the Off-Chain Message Protocol (OCMP), which governs how these decentralized nodes actually work together to produce a final, verified price. OCMP is built on the principle of redundancy through aggregation. Individual nodes don't just grab a price from one source; they pull data from multiple, diverse exchanges, data providers, and APIs. The heavy lifting of sorting, filtering, and aggregating this raw data happens off-chain within the OCMP network. This aggregation function is key: it immediately smooths out minor variances, discounts extreme outliers (like a flash crash on a low-liquidity exchange), and generates a robust median price. Only the final, verified, and aggregated result is packaged and sent to the blockchain, minimizing on-chain gas costs and avoiding network congestion. This multi-source verification is what prevents a simple API hack or an exchange outage from breaking the entire oracle feed.
To ensure the integrity of the data during this off-chain processing—where the node owner themselves could potentially tamper with the data—APRO integrates advanced cryptographic techniques. They are a leader in adopting Trusted Execution Environments (TEEs) and Secure Multi-Party Computation (SMPC). Think of a TEE as a secure, hardware-isolated area within the node's processor. The sensitive task of aggregating raw data is executed inside this "black box," protected from the node’s own operating system and software. This offers a hardware-level guarantee that the code running the data aggregation has not been tampered with. Meanwhile, SMPC, which allows multiple nodes to jointly compute a result without revealing their individual, raw data inputs, is used for complex calculations, further enhancing data privacy and security during the verification phase.
Even with all these checks, no oracle system is foolproof, which is why the protocol includes a sophisticated Verdict Layer for dispute resolution. If a DeFi protocol client or another node believes a submitted data point is erroneous or malicious, they can challenge it by staking $AT tokens. The Verdict Layer, which can utilize another dedicated set of highly reliable, security-focused nodes (potentially integrated via an established re-staking layer like Eigenlayer, as seen in their Q1 2026 discussions), acts as a decentralized jury. They review the historical data, the submission trail, and the evidence provided. If the challenge is proven correct, the malicious submitter node's stake is slashed, and the challenger is rewarded. This mechanism enforces absolute accountability and ensures that the economic incentives are always aligned with data truthfulness.
My take as a participant in this market is that APRO represents a necessary evolution. The old oracle models were sufficient for a simpler DeFi landscape. The new era of complex derivative vaults, cross-chain interactions, and tokenized real-world assets demands a system that is paranoid about security at every step. APRO’s combination of decentralized submitters, multi-source OCMP redundancy, TEE hardware security, and a crypto-economic dispute layer is an architectural blueprint for resilient data delivery. It’s a shift from trusting the oracle provider to mathematically enforcing data integrity, a foundational requirement for the next phase of institutional and algorithmic DeFi adoption. The success of APRO isn't just about its own growth; it's about raising the standard of data security for the entire crypto ecosystem.
#APRO $AT @APRO Oracle
The foundation of APRO’s security is laid by its Decentralized Submitter Nodes. This is a necessary first step that eliminates the single point of failure inherent in centralized APIs or small, permissioned oracle groups. Hundreds or even thousands of independent nodes, run by different operators across various geographical locations, are incentivized with staked $AT tokens to correctly retrieve, validate, and submit data. The financial consequence for any node that submits blatantly false data is having its staked tokens slashed, creating a powerful economic deterrent against malicious behavior. This decentralization is not just ideological; it’s the primary guarantee against censorship and collusion.
The real innovation, however, lies in the Off-Chain Message Protocol (OCMP), which governs how these decentralized nodes actually work together to produce a final, verified price. OCMP is built on the principle of redundancy through aggregation. Individual nodes don't just grab a price from one source; they pull data from multiple, diverse exchanges, data providers, and APIs. The heavy lifting of sorting, filtering, and aggregating this raw data happens off-chain within the OCMP network. This aggregation function is key: it immediately smooths out minor variances, discounts extreme outliers (like a flash crash on a low-liquidity exchange), and generates a robust median price. Only the final, verified, and aggregated result is packaged and sent to the blockchain, minimizing on-chain gas costs and avoiding network congestion. This multi-source verification is what prevents a simple API hack or an exchange outage from breaking the entire oracle feed.
To ensure the integrity of the data during this off-chain processing—where the node owner themselves could potentially tamper with the data—APRO integrates advanced cryptographic techniques. They are a leader in adopting Trusted Execution Environments (TEEs) and Secure Multi-Party Computation (SMPC). Think of a TEE as a secure, hardware-isolated area within the node's processor. The sensitive task of aggregating raw data is executed inside this "black box," protected from the node’s own operating system and software. This offers a hardware-level guarantee that the code running the data aggregation has not been tampered with. Meanwhile, SMPC, which allows multiple nodes to jointly compute a result without revealing their individual, raw data inputs, is used for complex calculations, further enhancing data privacy and security during the verification phase.
Even with all these checks, no oracle system is foolproof, which is why the protocol includes a sophisticated Verdict Layer for dispute resolution. If a DeFi protocol client or another node believes a submitted data point is erroneous or malicious, they can challenge it by staking $AT tokens. The Verdict Layer, which can utilize another dedicated set of highly reliable, security-focused nodes (potentially integrated via an established re-staking layer like Eigenlayer, as seen in their Q1 2026 discussions), acts as a decentralized jury. They review the historical data, the submission trail, and the evidence provided. If the challenge is proven correct, the malicious submitter node's stake is slashed, and the challenger is rewarded. This mechanism enforces absolute accountability and ensures that the economic incentives are always aligned with data truthfulness.
My take as a participant in this market is that APRO represents a necessary evolution. The old oracle models were sufficient for a simpler DeFi landscape. The new era of complex derivative vaults, cross-chain interactions, and tokenized real-world assets demands a system that is paranoid about security at every step. APRO’s combination of decentralized submitters, multi-source OCMP redundancy, TEE hardware security, and a crypto-economic dispute layer is an architectural blueprint for resilient data delivery. It’s a shift from trusting the oracle provider to mathematically enforcing data integrity, a foundational requirement for the next phase of institutional and algorithmic DeFi adoption. The success of APRO isn't just about its own growth; it's about raising the standard of data security for the entire crypto ecosystem.
#APRO $AT @APRO Oracle
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