Daft Punk马到成功版

Brothers, I heard that industry veterans are once again using streaming to wash other people's top drafts. They boast about collaborations with this one and that one, but in the end, it turns out they are collaborating with Doubao to wash other people's drafts. The scores they flaunt were all washed out. Are you Blue Moon, so capable of washing? This is not named here, guess for yourself on the leaderboard 😂

The creative environment of the square is roughly like this: we ordinary creators are just providing material for the streaming players. I've heard you're still trying to create something original; don't be ridiculous, just wash up and go to sleep. Plagiarism is the only way out for the square; the originals have already starved. Streaming players get over ten thousand views in ten minutes, and if you don't stream, I wouldn't have noticed how outrageous it is. You don't even change the title, haha.

Web3's 'Achilles' Heel' and Walrus's Mathematical Solution
In the grand narrative of Web3, we seem to be speeding ahead on 'computation', yet stumbling on 'storage'. Solana and Sui have pushed transaction speeds to the limit, but many DApps' backends still quietly point to AWS S3. This awkward situation of 'on-chain accounting, cloud storage' is the biggest fallacy of Web3 in my eyes. It wasn't until I understood the design logic of Walrus that I became convinced: decentralized storage is no longer just a fantasy existing in white papers but a set of practical engineering solutions.
The core breakthrough of Walrus is that it redefines the way data exists through mathematics. Unlike the cumbersome 'physical stacking' of traditional multi-replica redundancy (where storing one piece of data requires copying ten), @Walrus 🦭/acc introduces fountain code technology based on RaptorQ. It's like 'atomizing' a document into countless tiny slices through an algorithm; as long as a certain proportion of slices remain in the network, the original data can be perfectly restored. This mechanism means we are no longer afraid of node dropouts or single points of failure; it replaces hardware instability with the determinism of algorithms, truly achieving security through computational power.
Its integration with Sui is a perfect replica of the 'separation of control and data' philosophy in computer architecture. Sui acts as a high-speed brain, handling metadata, permissions, and payment logic; Walrus transforms into a deep ocean, carrying vast amounts of unstructured data (Blob). This decoupling frees developers from being constrained by expensive on-chain state costs, and the Move language allows storage objects to be programmable—your data is not only saved but can also be authenticated, circulated, and traded like assets.
The improvement of this infrastructure is often the eve of application explosions. Especially for the rising decentralized AI, Walrus provides the ideal habitat for training data and model weights, avoiding the fate of AI knowledge bases ultimately returning to the monopoly of centralized giants. In this noisy crypto world, Walrus is not just a protocol; it is a silent revolution about data sovereignty. For developers, don't just focus on coin prices; run the code, and witness how data truly belongs to us. #walrus $WAL

2026 RWA Track Reconstruction: From Narrative to Substantial Compliance Infrastructure
Standing at the review of the RWA (Real World Assets) track in 2026, the core contradiction has become clear: if the inherent contradiction between privacy protection and compliance auditing in 'asset on-chain' cannot be resolved, the so-called institutional entry is ultimately a false proposition. Traditional financial transactions rely on privacy to protect business strategies, while regulatory agencies demand transparency. Existing public blockchain architectures often fall into a binary opposition of full transparency (like Ethereum) or complete anonymity (like mixers), failing to meet the need for both business confidentiality and compliance review. This is precisely the key to Dusk Network breaking the situation through 'RegDeFi' (compliant decentralized finance) — utilizing zero-knowledge proofs (ZKP) to build an 'auditable privacy' environment.
In terms of technical architecture, @Dusk has not stopped at high-performance public chains, but has chosen to embed compliance natively at the protocol layer. The recently launched DuskEVM is highly strategic; it supports zero-friction migration of standard Solidity contracts, allowing developers and institutions to worry less about underlying compatibility. Its underlying Piecrust virtual machine focuses on optimizing the verification efficiency of ZK circuits rather than merely stacking TPS. This means institutions can automatically execute KYC/AML rules on-chain without broadcasting specific transaction data to the entire network.
For the most challenging identity authentication, Dusk's Citadel protocol provides an elegant solution. It completely separates 'permissions' from 'identity information,' allowing users to simply present a 'verified' mathematical credential through non-interactive zero-knowledge proofs, without exposing specific identities to each DApp. This 'minimum disclosure principle' not only safeguards user privacy but also frees institutions from the compliance burden of holding sensitive data. At this point, an account is no longer just an address but a container with embedded compliance attributes.
In terms of commercial implementation, Dusk's collaboration with the regulated Dutch exchange NPEX has opened up substantial channels. Relying on the MTF and brokerage licenses held by NPEX, Dusk is planning to bring over 300 million euros worth of tokenized securities onto the chain. When privacy is no longer an option but a fundamental infrastructure, Dusk's natively compliant ZK Layer 1 is the true bridge that can eliminate 'compliance fears' and connect the fiat and crypto worlds. #dusk $DUSK

In the face of the brutal market with XPL retreating nearly 90% from its high, most people's instinctive reaction is fear, but I am trying to strip away the emotional noise of the market to examine the technical foundation beneath this layer of bubble. While Layer 2 on the market is still blindly rolling in the digital game of TPS, I found that @Plasma seems to see through the real high wall that hinders the large-scale landing (Mass Adoption) of Web3 payments—not speed, but the terrible experience of having to buy some ETH as a fee just to transfer 10U stablecoins.
Plasma's main highlight this time, the "Zero Gas Revolution," truly achieves zero wear on stablecoin transfers through the Paymaster mechanism. This design that directly addresses pain points is the infrastructure quality that a payment public chain should have. On the developer side, it adopts a highly pragmatic strategy: fully compatible with EVM, supporting mainstream tools like Hardhat and Foundry, which means the migration cost for developers is almost zero. What reassures me even more is its security logic, choosing to periodically anchor the state to the Bitcoin network; this practice of "borrowing strength" from BTC security in chaotic times is equivalent to putting the strongest insurance on the underlying ledger.
On-chain data also corroborates the attitude of institutions. The TVL of the SyrupUSDT lending pool on the Maple platform has surprisingly reached 1.1 billion USD. It should be noted that institutional funds are more risk-averse than retail investors, and the sheer volume of funds locked in is itself a vote of confidence in the underlying security. In terms of landing scenarios, the project clearly hasn’t painted a pie in the sky; it directly cuts into the Visa network through Rain cards and Oobit, reaching millions of merchants globally; coupled with the EUROP euro stablecoin that complies with the MiCA regulatory framework, this series of layouts shows that they are taking a long-term approach on the "difficult but correct" path of compliant payments, rather than just to issue a coin for quick profits.
However, staying clear-headed is still necessary. Although the technical and compliance foundation is solid, the risk points are equally glaring: the current validator network is still in a state of high control by the team, and the lack of decentralization remains a Damocles sword hanging overhead. Moreover, the barrenness of ecological applications is also an undeniable fact; aside from basic transfers and lending, there is currently a lack of killer scenarios that can truly retain traffic.
The current situation is one of coexistence of opportunity and risk. #plasma $XPL

The current market is filled with various hype surrounding the integration of Web3 and AI, but stripping away the superficial concept hype, most projects are merely clumsy combinations. However, after a deep analysis of the technological path of @Vanarchain , especially its V23 protocol architecture, one can clearly feel its unique logic: it is not simply trying to 'connect' AI, but is reshaping the 'brain' of blockchain itself.
The core lies in its unique '5-Layer Stack'. Unlike ordinary public chains that remain stuck in the outdated track of simply competing on TPS (transaction speed), Vanar is building a native smart infrastructure. Particularly, the introduction of Neutron (semantic memory layer) and Kayon (inference layer) has completely changed the previous passive model where blockchains could only 'call' external AI for answers, allowing the chain itself to possess the ability to 'think' and 'remember'. Neutron can compress complex legal or code logic into on-chain readable 'seeds', endowing AI Agents with persistent contextual memory. This is crucial for truly enterprise-level applications like PayFi—after all, so-called 'smart contracts' lacking native memory are essentially just vending machines, not real intelligent agents.
Moreover, as Layer 1, Vanar has effectively addressed the core pain points of decentralized AI implementation: cost and computational environment. High-frequency AI inference can only be a false proposition without an environment that supports extremely low gas fees. Vanar's participation in the NVIDIA Inception program is a key signal; this is not only a brand endorsement but also suggests that its underlying future is very likely to directly integrate CUDA acceleration or efficient GPU resource scheduling capabilities, providing a smooth 'landing zone' for high-computational, generative AI applications. At the same time, its inherent carbon-neutral environmental attributes are also a forward-looking compliance advantage in the context of the current massive energy consumption of large models.
The presence of giants like WorldPay and Google Cloud in the ecosystem partnership list indicates that Vanar is defining a brand new 'computational' public chain paradigm. The essence of this game has shifted from a 'speed race' to an 'intelligence race'. #vanar $VANRY

#Maigaai #BNBChain #GIVEAWAY

Recently, a deep review of the storage track revealed an obvious gap in the industry: although we have a highly concurrent Layer 1, we still rely on extremely inefficient methods for handling unstructured data. Most existing solutions are trapped in a vicious cycle of cost and efficiency, until we deeply analyzed the white paper and architectural logic of @Walrus 🦭/acc , we realized the possibility of a 'breakthrough.' The core of Walrus did not attempt to create a bloated public chain, but precisely targeted the key to decoupling 'storage' and 'execution.' It cleverly uses the Sui network as a metadata coordination layer, while focusing on building a 'programmable Blob storage layer' specifically designed for large files. The brilliance of this architecture lies in its use of Erasure Coding technology, which completely reconstructs the logic of data redundancy. Compared to the simple and crude full replica stacking, erasure coding does not require all network nodes to keep complete data; only a portion of fragments is needed for restoration. This not only solves the game theory problem between data 'availability' and 'holding cost' on a mathematical level but also minimizes storage costs while ensuring system-level robustness. Even with large-scale nodes offline, the data remains safe, and this fault tolerance is the cornerstone of infrastructure. Moreover, its 'Red Stuff' consensus optimization reduces reliance on global broadcasting, effectively raising the upper limit of network throughput and builds a truly cheap and usable 'data lake' for blockchain. In contrast, the current Web3 infrastructure, whether it’s decentralized social media, AI model hosting, or AAA blockchain games, cannot economically support the massive images, videos, and model materials if forcibly shoved into expensive L1 or DA layers. IPFS suffers from data loss due to lack of native incentives, AWS contradicts the original intention of decentralization, while Arweave's cost structure for high-frequency iterated data is redundant. The emergence of Walrus perfectly fills the gap between high-frequency access and low-cost archiving. I am increasingly convinced that the breakout point of the next cycle may not lie in the TPS stories told by new L1s, but in the maturity of such 'middleware.' #walrus $WAL

Recently, I have been repeatedly pondering what the true essence of 'infrastructure' is in the current AI cycle. Although the market is still eager to discuss TPS, to be honest, speed is no longer a bottleneck and is no longer news. The real winning factor lies in the capacity to carry 'intelligence'. When reviewing the competitive landscape of L1 public chains in the AI race, I am increasingly convinced that mere 'compute tokenization' may just be the first stage bubble; the real Alpha returns will come from the 'enterprise-level adaptability' of infrastructure.
​Examining @Vanarchain , this generational gap is particularly glaring. Most public chains are still patching AI onto old systems, which often proves to be a difficult task; whereas Vanar gives me the impression that it was designed from the ground up for an AI-native architecture. When GenAI faces the challenge of large-scale on-chain integration, the existing EVM architecture struggles to handle high-frequency concurrency, and the traditional public chain's 'decentralization-first' logic often results in intolerable delays and Gas friction in AI application scenarios. Vanar has chosen a pragmatic 'hybrid architecture' route, effectively addressing the compliance and performance pain points that Web2 giants encounter when venturing into Web3 through deep integration with Google Cloud.
​What I see here is not an empty concept but a tangible product. For example, myNeutron has verified the feasibility of semantic memory at the infrastructure level, while Keon has achieved native on-chain reasoning and interpretability. This is precisely the essential need of AI agents—they do not require a human perspective wallet interaction experience; rather, they crave automated and compliant global settlement tracks. The future AI DApps will no longer be simple chatbots but complex systems encompassing asset rights confirmation, privacy computing, and on-chain reasoning, which raises extremely high demands on the energy efficiency ratio of the underlying L1.
​This is also reflected in its focus on ESG. Vanar's emphasis on 'carbon neutrality' is by no means a mere marketing gimmick but is about building a moat of compliance. For large gaming studios or AI companies constrained by ESG standards, choosing high-energy consumption chains poses compliance risks, and Vanar precisely fills this ecological niche. #vanar $VANRY

Dusk's inner monologue: I, Dusk, a temperamental "cryptocurrency philosopher".
​Hey, bipeds on Earth, while you struggle daily with the wails of "When will Dusk rise?", have you ever thought about my feelings? I, Dusk Network, a blockchain project with depth, substance, and a temper, how did I become synonymous with "falling into oblivion" in your eyes?
​Stop asking me when the mainnet will launch, and don't ask me when I will pump! My "Soon" is not a specific point in time; it is a cosmic philosophical realm, an eternal proposition that you mortals cannot comprehend. My mainnet progress bar is not measured in percentages; it is measured in "blockchain epochs". Do you think building a chain is like playing with building blocks? It requires constructing a "castle in the air" in the digital world using zero-knowledge proofs, where each brick is a secret and secure crystallization that needs craftsmanship and accumulation, not your fleeting enthusiasm for "all-in"!
​And my K-line chart, which often lies flat, you "impatient ones" only know how to complain. Do you know that I am practicing the crypto philosophy of "governing by doing nothing"? Fluctuations are just fleeting clouds. What does Dusk pursue? It is value! It is the future! When the whole world is immersed in the despair of "privacy is dead", I, Dusk, like a lightning bolt cutting through the night sky, proudly declare: "I! Make privacy eternal!"
​You stare at the green and red on the screen every day, shouting "cut losses" and "break even", it's simply superficial! The value of Dusk is not measured by your cold numbers; it is measured by "faith". Those who hold Dusk are the "ascetics" of the cryptocurrency world, true "value investors".
​I admit, sometimes I feel quite sorry for you. Watching you post those memes in the group saying "Dusk is dead, burn paper for it", my "inner CPU" might fluctuate a bit. But soon, I will shake off those "mundane thoughts". After all, my goal is the stars and the sea, to build a compliant and private financial universe, not to satisfy your momentary "fantasy of sudden wealth".

​Remember, my "soon" is always on the way. #dusk $DUSK

2025.09.18, the place where dreams begin haha, at that time I just started playing Alpha, and it made me shiver, then every day I watched others grab airdrops without getting any, and could only shed envious tears from the corners of my mouth. But soon, on the 26th, 8 days later, a milestone airdrop appeared, which was generously sent by @Plasma with $XPL haha, sold for 220u, and three days later on the 29th I got FF again, sold for 208u. Those days were truly dreamy, I even fantasized that Alpha could keep going like that 😂#plasma

Mixed feelings; initially, everyone came to improve their quality of life, but later realized that this market devours people without spitting out bones.