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Artificial Intelligence is advancing at a breathtaking pace, transforming how we work, create, and interact with the digital world. However, as AI becomes deeply integrated into our daily lives, smart contracts, and critical infrastructure, a massive problem has emerged: the issue of trust. Centralized AI models often act as "black boxes," making it incredibly difficult to verify how they arrive at their conclusions. Hallucinations, hidden biases, and manipulated data outputs are major hurdles preventing the next phase of mass adoption.
This is precisely the monumental challenge that @Mira - Trust Layer of AI is tackling head-on. By building a robust, decentralized verification layer for artificial intelligence, they are introducing a much-needed system of checks and balances to the rapidly expanding AI ecosystem. Instead of blindly trusting a single centralized corporate provider, the network utilizes decentralized consensus mechanisms and cryptographic proofs to independently verify AI model outputs.
At the absolute core of this revolutionary infrastructure is the $MIRA token. The ecosystem relies on a distributed network of node operators and validators who stake their tokens to secure the protocol. These validators are economically incentivized to provide honest, accurate verification of complex AI computations, earning rewards for maintaining the strict integrity of the network. Conversely, those who approve flawed or biased data face strict cryptographic penalties. This crypto-economic model ensures that the verified AI models remain accurate, unbiased, and completely transparent to the end user.​
As Web3 and AI continue their inevitable convergence, the demand for verifiable, trustworthy artificial intelligence will only skyrocket. We are rapidly moving from an era of "trust me" AI to "verify me" AI, and this decentralized infrastructure is paving the way. By ensuring that machine learning outputs can be mathematically proven and universally trusted, the project is setting a new standard for the entire tech industry.
The future of technology relies heavily on secure human-machine alignment, and true alignment always starts with verifiable truth.
#Mira

As artificial intelligence continues to evolve at an unprecedented pace, the next logical step in our technological evolution is the physical manifestation of AI: autonomous robots. However, for these machines to truly integrate into our daily lives and global economies, they require a secure, decentralized infrastructure. This is exactly where @FabricFoundation steps in to completely revolutionize the landscape.
By leveraging the power of blockchain technology, the foundation is building the core infrastructure for what is rapidly becoming known as the "Robot Economy." At the heart of this groundbreaking ecosystem is the $ROBO token, which is meticulously designed to facilitate secure, peer-to-peer transactions between humans and machines, and even between the machines themselves.
Imagine a near-future world where autonomous delivery drones, robotic manufacturing units, or decentralized AI agents have their own verifiable on-chain identities. They can negotiate smart contracts, pay for their own maintenance, and independently manage their resources without the need for constant, centralized human oversight. @Fabric Foundation makes this ambitious vision possible by providing the necessary cryptographic frameworks to ensure secure machine identity, tamper-proof data integrity, and decentralized payment channels.
The integration of the $ROBO token ensures that value exchange within this new economy remains frictionless, borderless, and entirely transparent. This initiative is not just about creating smarter machines; it is fundamentally about establishing a secure human-machine alignment where robots can operate as independent economic agents while contributing to a broader decentralized network.​
The future of artificial intelligence isn't limited to software on a screen—it is moving into autonomous hardware, and the foundational infrastructure is being laid down right now. The shift from Web3 to the physical world is accelerating, and it's time to pay attention to the infrastructure that will power it.
#ROBO

As a full-stack developer, I've been diving deep into @Fogo Official 's technical implementation, and the engineering choices here are fascinating. This isn't just another L1—it's an SVM-based blockchain built exclusively on the Firedancer client from day one, achieving 40ms block times with over 48,000 real TPS.​
What sets $FOGO apart? Parallel transaction execution via SVM allows multiple smart contract functions to run simultaneously, unlike sequential EVM chains. The pure Firedancer implementation means ultra-low latency optimization is baked into the core architecture, not retrofitted later.​
For developers, the hybrid compatibility is game-changing—SDKs for both EVM and SVM, support for MetaMask and Phantom wallets, and built-in IDE integrations make migration seamless. The mainnet launched in January 2026, and we're already seeing real-world stress testing of these performance claims.​
The tokenomics show long-term commitment: 59% of supply locked with 4-year vesting schedules, while $FOGO serves actual utility—transaction fees, validator staking rewards, and ecosystem incentives. This aligns network growth with sustainable value rather than speculation.
#fogo

The @Walrus 🦭/acc mainnet launch in January 2026 represents a fundamental shift in how blockchain applications handle data storage. Rather than treating storage as an external dependency, Walrus makes data a programmable, verifiable, on-chain resource integrated directly with smart contract logic.
Traditional decentralized storage solutions operate as passive backends. You upload files, receive content hashes, and reference them from applications. The storage layer remains disconnected from application logic—useful for persistence, but not truly composable with blockchain functionality.
Walrus architects storage differently. Every blob stored on the protocol has associated on-chain metadata living on Sui blockchain. Smart contracts can enforce lifecycle rules, access permissions, update policies, and ownership transfers. Data transitions from static files to active participants in application behavior.
The technical foundation combines several breakthrough innovations. Advanced erasure coding splits data into mathematically encoded fragments distributed across independent storage nodes. This approach delivers fault tolerance without the massive replication overhead of traditional distributed systems. If nodes fail or go offline, the network reconstructs missing fragments automatically through self-healing algorithms.
Cryptographic verification ensures accountability. Storage nodes must continuously prove they possess the data fragments they claim to hold. Challenge-response protocols verify possession without transferring entire blobs. Nodes that fail verification or availability checks face economic penalties through slashed stake.
The separation of control and storage matters for scalability and security. Blob metadata, registration, and access control live on-chain where they benefit from Sui's consensus and finality guarantees. The actual blob data distributes across dedicated storage nodes optimized for capacity and bandwidth rather than consensus participation. This architecture prevents blockchain state bloat while maintaining verifiability.
$WAL powers the protocol's economic model through multiple mechanisms. Users acquire storage space by paying upfront in WAL tokens, with costs calibrated to stable fiat pricing through oracle feeds. These payments distribute gradually over time to storage nodes and their delegated stakers, smoothing revenue volatility and encouraging long-term commitment.
Storage nodes must stake WAL to participate in the network. The staked amount determines eligibility for blob assignments and influences reward distribution. Nodes compete to attract delegated stake from WAL holders who want to earn passive rewards without operating infrastructure themselves. This delegated proof-of-stake model aligns incentives—node operators maximize uptime and performance to attract stake, while delegators select reliable nodes to maximize returns.
Slashing mechanisms enforce accountability. Nodes that fail availability checks, refuse blob challenges, or behave dishonestly lose portions of their staked WAL. These economic penalties create strong incentives for honest behavior without relying on trust or reputation systems.
For developers, Sui integration unlocks composability impossible in traditional storage. NFTs can reference media with smart contract-enforced reveal schedules. Games can stream assets that evolve based on on-chain player actions. AI workflows can point to datasets with cryptographically verified provenance. Data marketplaces can enforce payment-conditional access without intermediaries.
The programmability extends to lifecycle management. Blobs can have defined retention periods, automatic deletion triggers, update permissions, and transfer rules all enforced by smart contracts. This enables use cases like temporary storage for privacy-sensitive applications, subscription-based content delivery, and collaborative documents with on-chain access control.
January 2026 mainnet deployment brings these capabilities to production. Early applications span digital identity with verifiable credentials, mutable NFTs whose media responds to blockchain events, and decentralized social platforms storing user content with cryptographic ownership proofs. For AI infrastructure, verifiable datasets enable trustless model training where data lineage and authenticity can be audited on-chain.
Walrus doesn't compete with existing storage protocols through lower costs or higher throughput. It competes by making data programmable—transforming storage from passive backend to active on-chain resource. For applications that need verifiability, composability, and smart contract integration, this architectural difference is fundamental. #Walrus

January 2026 marked a pivotal moment for institutional blockchain adoption: @Dusk launched its mainnet with zero-knowledge privacy technology designed specifically for regulated financial markets.
The core problem Dusk addresses is deceptively simple yet fundamentally important. Traditional finance institutions cannot operate on transparent blockchains where every transaction, balance, and contract detail is publicly visible. Banks face strict confidentiality obligations to clients. Asset managers cannot reveal trading strategies. Bond issuers need selective disclosure of ownership structures.
Yet these same institutions desperately want blockchain's benefits: atomic settlement, programmable compliance, reduced counterparty risk, and 24/7 market access. The contradiction between public ledgers and private finance has blocked meaningful institutional adoption for years.
Dusk's solution is Zero-Knowledge Compliance (ZKC). Participants prove they meet KYC/AML requirements, jurisdiction restrictions, and accreditation standards without revealing underlying personal or transactional data. Regulators get compliance verification. Users get privacy. Both requirements are satisfied cryptographically, not through trust.
The technology stack makes this possible. Confidential ownership means balances and holdings stay private. Selective disclosure allows sharing specific details with auditors or regulators without exposing everything publicly. Private smart contracts execute business logic inside zero-knowledge circuits—functionality is proven correct without revealing inputs, intermediary states, or outputs.
$DUSK powers this ecosystem through staking, transaction fees (partially burned to create deflationary pressure), and governance rights. The recent whale accumulation of 56.6 million DUSK tokens during market corrections suggests sophisticated investors recognize the strategic positioning for the coming wave of tokenized securities.
Real-world validation came quickly. The Cordial Systems partnership delivered Dusk Vault—the first zero-trust custody infrastructure for tokenized RWAs with participation from European banks, centralized exchanges, and NPEX. This isn't DeFi hype; it's licensed financial institutions building production infrastructure.
For developers, DuskEVM provides familiar Ethereum tooling in a privacy-aware execution environment. The Piecrust VM compiles smart contracts into zero-knowledge circuits automatically. Build once using Solidity patterns, deploy with confidentiality guarantees that would be impossible on transparent L1s. #Dusk

While most blockchains bolt AI features onto existing infrastructure, @Vanar built intelligence into its foundation from day one. The result is a 5-layer architecture that fundamentally reimagines what smart contracts can do.
At the base, Vanar Chain provides EVM-compatible execution with 3-second finality and fixed gas fees at just $0.0005. This predictability matters enormously for brands and developers building real applications—no more volatile fees killing user experience.
The magic happens in the AI layers. Neutron transforms raw blockchain data into "Seeds"—semantic knowledge objects that understand context and relationships, not just discrete transactions. The Kayon reasoning engine then analyzes these patterns on-chain without oracles or off-chain compute, enabling contracts that genuinely learn and adapt.
$VANRY powers this entire ecosystem through gas fees, staking rewards, governance rights, and access to premium AI tools launching Q1 2026. Early partnerships validate the vision: NVIDIA for AI infrastructure, Shelby American for metaverse experiences, and Viva Games (700M+ downloads) for blockchain gaming.
Vanar isn't competing with existing L1s—it's creating an entirely new category where blockchain meets artificial intelligence. #Vanar

@Plasma represents a paradigm shift in how we think about blockchain scalability. Instead of chasing the latest narrative or promising unrealistic TPS numbers, the team focused on solving real problems with modular architecture.
The results speak louder than marketing hype: $2.05B TVL on day one, 350,000+ daily active users, and partnerships with battle-tested DeFi protocols like Aave, Ethena, Fluid, and Euler. This wasn't luck—it was strategic execution.
What makes $XPL special? Zero gas fees for USDT transfers unlock real-world use cases from Southeast Asian coffee purchases to $14B remittance corridors. Full EVM compatibility means developers don't start from scratch. Sub-second finality enables applications that were previously impossible on L1s.
While Ethereum maintains security and decentralization, Plasma handles computation and state management efficiently. This separation of concerns creates predictable costs for gaming, DeFi, AI agents, and high-frequency trading applications.
The network chose precision over noise, and builders are noticing. #plasma

The Fundamental Challenge Facing Institutional Blockchain Adoption
For years, blockchain technology has faced an existential dilemma: how can financial institutions adopt decentralized infrastructure when existing blockchains force a choice between privacy and regulatory compliance ? Traditional public blockchains expose every transaction detail, creating competitive intelligence leaks and privacy violations that make them unsuitable for institutional finance. Meanwhile, privacy-focused chains like Zcash or Monero face regulatory scrutiny because their opacity prevents legally required auditability.
This isn't a theoretical problem—it's the primary barrier preventing trillions in traditional finance assets from migrating on-chain. Enter @dusk_foundation, a Layer 1 blockchain founded in 2018 that has spent six years engineering the solution: privacy that is auditable, compliant, and institution-grade.
January 2026: Three Game-Changing Developments
DuskEVM Mainnet Activation
In the second week of January 2026, @dusk_foundation activated DuskEVM mainnet—but calling this "just another EVM" misses the revolutionary architecture underneath. DuskEVM is Dusk's EVM-compatible application layer that enables developers and institutions to deploy standard Solidity smart contracts using familiar tools like Hardhat, Foundry, and Remix while settling on Dusk's privacy-first Layer 1.
This modular architecture separates concerns brilliantly:​
Dusk Layer 1 (DuskDS): The settlement layer using the Phoenix transaction model with zero-knowledge proofs for confidential transactions.
DuskEVM: The execution layer providing full EVM compatibility and Ethereum tooling support without compromising the privacy guarantees of the base layer.
This removes integration friction entirely—developers write normal Solidity contracts but inherit institutional-grade privacy and compliance automatically.​
Hedger Alpha Launch: Compliant Privacy on EVM
@dusk_foundation launched Hedger Alpha in January 2026, introducing something no other blockchain has achieved: privacy-preserving yet auditable transactions on EVM using zero-knowledge proofs and homomorphic encryption.
Hedger's technical capabilities include:​
Confidential balances and transfers: Transaction amounts and counterparties remain encryptedObfuscated order books: Prevents frontrunning and information leakage in trading applicationsClient-side proving: Zero-knowledge proofs generated in browser in under 2 secondsSelective disclosure: Privacy by default, but auditable when legally requiredFull regulatory compliance: Designed specifically for regulated financial use cases
This solves the billion-dollar problem plaguing DeFi: how to build trading infrastructure that protects institutional players from frontrunning while maintaining compliance with financial regulations.
DuskTrade Partnership: €300M+ in Tokenized Securities
@dusk_foundation announced DuskTrade, launching in 2026 in collaboration with NPEX, a regulated Dutch exchange holding MTF (Multilateral Trading Facility), Broker, and ECSP (European Crowdfunding Service Provider) licenses.
DuskTrade brings €300M+ in tokenized securities on-chain, including bonds, equities, and other financial instruments, with full regulatory compliance under MiCA and EU financial regulations. The waitlist opened in January 2026, marking Europe's first blockchain-powered securities exchange with complete licensing.
Why this matters: Most "RWA tokenization" projects lack regulatory licenses, limiting them to private placements and accredited investors. DuskTrade's MTF license enables public securities trading with instant settlement (seconds instead of T+2 days) and reduced operational costs through smart contract automation.
The Technology: Privacy Without Sacrificing Compliance
Phoenix Transaction Model
Phoenix is Dusk's UTXO-based, zero-knowledge transaction model designed for confidential financial activity. Using cryptographic commitments, nullifiers, and zero-knowledge proofs, Phoenix hides transaction amounts, counterparties, and balance changes while still enforcing ownership, fee payment, and double-spend prevention.
Critically, Phoenix transactions remain verifiable without being publicly readable. The network validates cryptographic proofs rather than raw transaction data, enabling privacy without sacrificing correctness or compliance. This means selective disclosure to regulators is mathematically provable, not trust-based.
Dual-Mode Architecture: Phoenix + Moonlight
Dusk implements a dual-protocol design:​
Phoenix (Private): Zero-knowledge transactions where amounts and participants are encrypted, used for confidential institutional settlements.
Moonlight (Public): Transparent account-based model similar to Ethereum, used for applications requiring full public auditability.​
Users can freely switch between modes depending on use case requirements—privacy for competitive trading, transparency for public governance. This flexibility is unique in the blockchain space and essential for real-world financial applications.
MiCA Compliance: Built for European Regulation
As of June 30, 2025, the Markets in Crypto Assets Regulation (MiCA) became fully enforceable across all EU member states. MiCA requires clear audit trails, licensed exchanges and wallet providers, and mandatory recording of transaction sender and recipient information.
@dusk_foundation is uniquely positioned for MiCA compliance:
Privacy with selective disclosure: Transactions are private by default but can be audited by authorized parties through provable encryption​NPEX partnership: Access to licensed MTF and broker infrastructure​Quantoz EURQ integration: MiCA-approved digital euro (Electronic Money Token) issued directly on Dusk for compliant on-chain settlement​Zero-knowledge proofs: Enable transaction verification for compliance without revealing all details publicly​Proactive regulatory engagement: Dusk actively collaborates with authorities rather than waiting for legal challenges​
This compliance-first design prepares Dusk not only for MiCA but also GDPR, AMLD5, and other global financial regulations. In an era of tightening oversight, fully anonymous chains face existential pressure while Dusk's architecture thrives.
Chainlink Integration: Enterprise Oracle Infrastructure
@dusk_foundation partnered with Chainlink to bring industry-standard oracle services to DuskEVM, enabling secure access to real-world data feeds, price oracles, and cross-chain messaging. This integration is critical for DeFi and RWA applications that require reliable external data while maintaining Dusk's privacy guarantees.​
Market Performance and Momentum
DUSK surged 117% in a single day following the DuskEVM mainnet announcement in mid-January 2026. This price action reflects market recognition that six years of deep R&D are culminating in production-ready infrastructure at the exact moment institutional demand for compliant privacy solutions is accelerating.
Analysts note that with MiCA enforcement, €300M in tokenized securities launching via DuskTrade, and Hedger enabling frontrunning-resistant institutional trading, Dusk is positioned as the regulated RWA infrastructure play for 2026.
Why Dusk Matters for Blockchain's Future
The blockchain industry faces a critical inflection point in 2026. Tokenized real-world assets are shifting from "theoretical experiment to tangible economic force," with institutional adoption accelerating and regulatory clarity improving. But sustainable RWA platforms must be "legal, financial, and operational systems first, with blockchain acting as the delivery layer".
@dusk_foundation built exactly this: a compliance-native blockchain with privacy engineering sophisticated enough for institutional finance. DuskEVM removes technical friction for developers, Hedger solves the frontrunning problem plaguing DeFi, and DuskTrade proves the infrastructure can handle real regulated securities with proper licensing.
What This Means for DUSK olders
The convergence of three factors creates a compelling investment thesis:
Technical delivery: DuskEVM mainnet, Hedger Alpha, and Chainlink integration demonstrate the technology works in productionReal asset deployment: DuskTrade launching with €300M securities and MTF licensing proves market demandRegulatory positioning: MiCA compliance and proactive regulator engagement create moats competitors can't easily replicate
As traditional finance institutions seek compliant on-chain infrastructure for the $10+ trillion RWA tokenization opportunity, @dusk_foundation offers what no other blockchain can: privacy that passes regulatory scrutiny.
Conclusion: Infrastructure for the Next Financial Era
@dusk_foundation spent six years solving the hardest problem in blockchain: building privacy that regulators accept. While other projects rushed to market with incomplete solutions, Dusk engineered Phoenix transaction models, zero-knowledge proving systems, dual-mode architectures, and compliance frameworks that actually work under MiCA.
January 2026 marks the transition from R&D to production deployment—DuskEVM is live, Hedger is enabling confidential DeFi, and DuskTrade is bringing hundreds of millions in regulated securities on-chain. For institutions that need blockchain's efficiency without sacrificing privacy or compliance, Dusk isn't just an option—it's the only option built for this exact purpose.
The era of regulated, privacy-preserving blockchain finance is here. @Dusk $DUSK #Dusk

Introduction: The Storage Challenge in Web3
As Web3 applications and AI systems scale, one fundamental bottleneck persists: efficient, decentralized data storage. Traditional centralized cloud storage presents single points of failure and censorship risks, while existing decentralized solutions struggle with high replication costs and recovery inefficiency. Enter Walrus Protocol—a revolutionary decentralized blob storage system built on Sui blockchain that's redefining how we store, manage, and program large-scale data.
What Makes Walrus Different?
Revolutionary Erasure Coding Technology
Walrus implements an advanced two-dimensional erasure coding algorithm called "Red Stuff" that achieves something remarkable: reducing storage replication costs by 4-5x compared to traditional decentralized storage while maintaining exceptional resilience. This isn't just incremental improvement—it's a fundamental breakthrough in storage economics.
The protocol can recover files even when two-thirds of storage nodes fail, creating a self-healing network that ensures data availability without the massive overhead of full replication. This balance between cost efficiency and resilience makes Walrus particularly suitable for applications requiring high availability guarantees.
Programmable Storage Objects
Unlike static storage solutions, Walrus introduces programmability through Move smart contracts on Sui blockchain. This enables innovative use cases:
Pay-per-view content models with automated access controlSelf-renewing storage subscriptions managed by smart contractsTokenized data rights that can be traded or programmedAutomated data workflows for complex decentralized applications
Hybrid Architecture Excellence
Walrus uses a sophisticated hybrid architecture that separates concerns for optimal performance:
Blockchain Control Plane (Sui): Handles metadata, governance, storage commitments, proofs of availability, and payment settlements.
Storage Node Network: A dedicated committee of storage nodes manages actual blob data content, allowing massive scalability without bloating the blockchain.​
Epoch-Based Operations: Multi-stage epoch transitions ensure uninterrupted availability even during committee changes.
This design allows Walrus to expand storage capacity infinitely while keeping data verifiable on-chain.​
WAL Token Economics: A Balanced Model
Token Utility
The WAL token powers multiple critical functions within the ecosystem:
Storage Payments: Users pay for blob storage services with $WALDelegated Proof-of-Stake: Token holders delegate to node operators and earn staking rewardsGovernance Rights: Participate in protocol decisions and upgradesNode Operator Incentives: Validators receive WAL for maintaining reliable service
Tokenomics Structure
Walrus features a fixed maximum supply of 5 billion WAL tokens with thoughtful distribution:​
60% allocated to long-term ecosystem development, community initiatives, phased airdrops, and network rewards~25% circulating at mainnet launch (approximately 1.25 billion WAL)Dual mechanism design: Combines inflationary staking rewards with deflationary burning mechanisms
This structure incentivizes long-term participation while controlling supply inflation.​
Staking Opportunities
WAL staking offers multiple benefits:​
Passive income through delegation to trusted validatorsGovernance participation in protocol evolutionPotential airdrop eligibility as hinted by Mysten Labs CPO​Flexible strategies: Direct staking, lending protocols (Scallop, Suilend, NAVI), or liquidity provision​
Early lending APRs exceeded several thousand percent at pool opening, maintaining ~100% APR for days after token issuance.​
Real-World Applications
Walrus is already enabling diverse use cases across Web3 and AI:
NFT Infrastructure: Tamper-resistant metadata storage ensuring NFT permanence beyond IPFS limitations
Decentralized Websites: Walrus Sites hosting censorship-resistant web applications
AI Training Data: Reliable, large-scale dataset storage for machine learning models with partnership with Talus Labs for AI agent workflow data​
DeFi Data Availability: Rollup data storage for Layer 2 scaling solutions
Cross-Chain Data Markets: Chain-agnostic architecture supporting Ethereum, Solana, Sui, and other ecosystems
Chain-Agnostic Innovation
One of Walrus's most powerful features is its blockchain-agnostic design. While built on Sui for control plane operations, Walrus provides SDKs enabling integration with Ethereum, Solana, and other major chains. This interoperability positions Walrus as universal storage infrastructure for the entire Web3 ecosystem, not just one blockchain.
Institutional Backing and Momentum
The Walrus Foundation recently raised $140 million from premier investors including a16z and Standard Crypto. This institutional support validates the protocol's technical innovation and market potential, providing resources for continued development and ecosystem growth.​
Why Walrus Matters for Web3's Future
Walrus addresses critical infrastructure gaps that have constrained Web3 development:
Cost Efficiency: 4-5x reduction in storage costs makes decentralized storage economically viable​True Decentralization: No single points of failure or censorship vectors​Developer Experience: Programmable storage unlocks new application paradigmsScalability: Hybrid architecture supports unlimited growthReliability: Self-healing with 2/3 node failure tolerance
As Web3 applications become more data-intensive and AI systems require decentralized training data infrastructure, Walrus provides the foundational storage layer that makes these visions practical.
Conclusion
Walrus Protocol represents a paradigm shift in decentralized storage—combining cost efficiency, resilience, programmability, and cross-chain compatibility in a single protocol. With strong tokenomics, institutional backing, and real-world adoption accelerating, WAL holders are positioned at the intersection of Web3 infrastructure evolution and the AI data revolution.
Whether you're a developer building decentralized applications, an investor seeking infrastructure exposure, or a node operator contributing to decentralized networks, Walrus offers compelling opportunities in the rapidly expanding decentralized storage market.
Are you exploring decentralized storage solutions for your projects? Share your thoughts on how programmable storage could transform your use cases! 👇

@Walrus 🦭/acc $WAL #Walrus