jojo橘子

#币安神算子 is back for the event. It's the second day, and we already lost everything on the first day. This is so hard.

#币安神算子 I was wondering, if I don’t gamble and just do the tasks every day, can I still get the minimum payout? Is it the same setup as that World Cup event on the other platform?

#币安安全星期四 I’ve always remembered those evenings a few months ago: I was scrolling on Twitter when I saw a big-name account retweet an L2 airdrop claiming guide. They said there were only 6 hours left. In a moment of impulse, I clicked it. The website looked exactly like the official one—same logo, same countdown. After I connected my wallet, it asked me to sign. I thought it was just a login request, and I didn’t look closely and signed. A few seconds later, my wallet’s BNB and the two NFTs started getting transferred out one by one. I was shocked—my back went cold. Luckily, I don’t usually keep many assets in my wallet; most of my funds are in exchanges, but I still lost more than a hundred dollars. Later I found out it was a phishing signature. Signing meant authorizing the assets to the other party. Now no matter what I do, I always enter the official site from my bookmarks, and before signing I read everything word by word. I never click unfamiliar links anymore. Even though I lost more than a hundred dollars, that tuition fee made me learn and be smarter!

I used to think there was only one job for a validator key: to prove that a node is eligible to participate in consensus. Until I looked at Dusk’s node configuration documentation—and that assumption was overturned.

A single Dusk stake can involve two completely independent roles. The consensus key stays on the node and is responsible for voting and signing blocks; the owner key controls the permissions to un-stake and withdraw.

Sounds like a small detail, right? But think it through: this design addresses a problem that most projects ignore—what happens if a node gets hacked? @Dusk

Most PoS chains’ validators use only one key. If it’s lost, you effectively hand over both node control and your staked assets to whoever finds it. An attacker can not only disrupt consensus, but also directly withdraw your coins. Dusk separates these two things. Even if an online node is compromised, the attacker can at most affect consensus and can’t touch your staked assets.

Of course, the trade-off for greater security is more complex operational responsibility. Dusk’s official guidance is to use the same mnemonic phrase to designate another address as the owner, while keeping the consensus key used by the node. But if the mnemonic phrase is still stored on the server, this separation isn’t complete. The truly effective pattern is either: the mnemonic is never on the node, or the wallet uses a strong password different from the consensus key password.

This also makes me think of a more fundamental issue: many projects’ security designs focus on preventing external attacks, but Dusk is already guarding against an internal single point of failure. The consensus key may be exposed online, while the owner key must be protected offline. Splitting these two roles is, in essence, acknowledging a reality—that the server will be targeted at some point; it’s only a matter of time.

I’m not saying Dusk’s security design is flawless. While key separation limits the impact of a single compromise, losing offline access creates a completely different failure mode. Whether ordinary validators can properly manage backups and recovery for both sets of keys is a practical question. But at least, when it comes to security, Dusk has thought one step further than most projects. It doesn’t assume nodes will never be hacked. Instead, it assumes nodes will be hacked—and then designs to minimize the losses. This way of thinking is rare in the crypto space. #dusk $DUSK

I see the collaboration between Dusk and NPEX as a major industry headline this year. Europe’s first blockchain-driven securities trading platform, with a pending tokenized securities volume of over €300 million. The MTF-licensed broker authorization, and the ECSP license—plus a fully built, very complete compliance framework.
But there’s one detail that can’t be ignored. After reviewing on-chain data, one analyst stated a very real situation, and I’ve been thinking about it for a long time. In the past, people tended to equate the scale announced by a project with the value locked up—bigger numbers generally meant stronger fundamentals. When Dusk announced an NPEX partnership at the hundreds of millions of euros level, the market was optimistic as well.
However, the actual on-chain data doesn’t match at all. DeFiLlama’s locked-up data is almost blank, and the daily trading volume is only sustained at the six-figure range. The gap between the official communicated scale and the data from real-world execution is enormous. The expected scale of €300 million compared with the real daily trading volume of only six figures. Such a discrepancy can’t be explained by “the ecosystem is still ramping up.”
Dusk’s positioning is an institutional-grade RWA privacy blockchain. But since its own mainnet went live, the chain’s overall performance has remained rather flat. The locked-up value is low, and market liquidity is thin. More awkwardly, after the mainnet has been running stably for more than half a year, the network’s active addresses are still only in the tens of thousands. The market’s earlier expectation that assets in the hundreds of millions of euros would be tokenized and moved on-chain has not, to date, translated into effective trading volume or data accumulation on-chain. The current blank state of DeFiLlama data at least indicates two core problems. First, there are currently no scalable DeFi protocols that have completed capital lock-up and ecosystem deployment on Dusk. Second, NPEX’s €300 million in assets are still in the planning stage; they are still far from real on-chain tokenization and ongoing trading.
Some may argue that the institutional RWA track doesn’t need high lock-up figures on a retail-focused public chain. But without liquidity support, institutional investors have no exit channels; they can’t price risk reasonably and it becomes hard to complete risk hedging. With missing secondary-market depth, the so-called tokenized securities have a massive gap between their actual value and their paper value. @Dusk

I’m not denying Dusk’s direction. In the field of compliant privacy financial infrastructure, the industry genuinely lacks truly high-quality players that have delivered. Having the right direction doesn’t mean the implementation is done properly. The blank data on DeFiLlama is, at the moment, the most real scoreboard of Dusk’s fundamentals.
#dusk $DUSK

Dusk staking may be a little different from what you think!
Last night, I personally took part in staking on the Dusk network. After trying it hands-on, I found that beyond the official promotional material, the staking mechanism hides many details that most everyday people don’t know.

The most direct first difference is that additional staked funds don’t become effective immediately all at once. When users recharge and add more staking capacity, only 90% of the funds can be counted immediately as effective stake. The remaining 10% stays in a locked but not activated state. These funds can’t be used. They can only be unlocked after fully解除 staking in full; you can’t operate on them separately in the middle.

Second is the staking activation period. Staked assets must go through 4,320 blocks—about a full 12-hour maturation period—before they are officially included in the network’s consensus ledger system and can participate in block production and reward distributions. Most users who perform the operation for the first time will basically ignore this hidden rule. @Dusk Most retail users also have misconceptions about staking rewards. There is no fixed annualized return for Dusk staking, and there’s no mechanism that accumulates a steady, per-second reward. All rewards are distributed probabilistically. Whether your final earnings are high or low depends on the network’s overall consensus participation level, as well as your share of personal staked funds relative to the total active staked amount across the network. Simply holding staked positions can’t provide stable, predictable returns.

The network’s minimum staking threshold is 1,000 DUSK, which is not low when converted to the current price—very unfriendly to small-ticket retail users. After submitting a staking application, you must wait for a block cycle change for the status to update to effective and active. Dusk uses a committee rotation mechanism for block production. The block cadence is relatively slow, and staking status synchronization also needs to follow the cycle switch, making the activation timing sluggish.

The unlocking mechanism is relatively user-friendly: there’s no “unbonding/freeze waiting period” like in traditional public chain staking systems. This is better than Ethereum’s staking setup. However, the rules for adjusting staking are extremely rigid. After a user partially unstakes, the remaining staking amount must still meet the minimum requirement of 1,000 DUSK. If it doesn’t meet the threshold, the user can only exit completely. This system effectively forces users to either stake in full or withdraw in full, leaving no room for flexible adjustments.

On-chain staking data currently looks stable and high-quality, but people in the circle know that most of the staking volume comes from project node self-held “wash trading” (manual/rotational submissions), and real retail participation isn’t that high. As a foundational infrastructure designed to primarily serve institutions, it may simply not be tailored to retail users—maybe that’s part of the project’s positioning and design.
#dusk $DUSK

I suddenly remembered yesterday that on January 7, 2026, the Dusk mainnet officially went live. By the end of August, it had already been running for seven and a half months. This timing is rather delicate: the promotional upside from the mainnet launch is already gone, and on-chain data is finally starting to tell the truth.

First, I looked at staking. In November 2025, Dusk’s official announcement put the staking APR at about 27%. By August 2026, with 206 active validators, the staking APR had dropped to 22.31%. That’s a decrease of nearly five percentage points. This isn’t necessarily a bad thing—more stakers competing for the same reward pool indicates growing participation in the network. But there’s a detail worth watching: the amount of DUSK locked in staking is about 1.6 million tokens. Given the amount released since the mainnet went live, this figure doesn’t seem particularly abundant.

Next, DuskEVM. On August 10, the Dusk Foundation announced the launch of the DuskEVM testnet, providing a complete deployment environment for Solidity and Hardhat developers. This is an important milestone: developers don’t need to learn RustWASM—they can deploy applications on Dusk using the toolchain they already know. However, since the testnet only just launched, hard metrics like daily active developers and the number of deployed contracts have not yet produced enough data to be conclusive.

The biggest variable is the NPEX partnership. The Dutch-licensed exchange NPEX holds multiple EU financial licenses, such as MTFBrokerECSP. Both sides plan to put €300 million in assets on-chain. €300 million isn’t a small amount, but until those assets are truly tokenized and generate on-chain trading, it remains an expectation rather than revenue. So I care more about another metric: active addresses—around 19,000. For a Layer 1 that has been running mainnet for more than eight months, that base number can only be described as just getting started.

Of course, user scale for enterprise-grade chains shouldn’t be measured by the same standards used for retail-focused chains. But the pace at which institutions enter is much slower than retail. From “can be used” to “actually being used,” there are several hurdles—compliance reviews and internal approval systems that need to be integrated. @Dusk

Personally, I believe the mainnet launch isn’t the endpoint—it’s the beginning. Eight months of data isn’t as impressive as some people hoped, and it isn’t as bad as others feared. Dusk’s real midterm exam will be judged by the actual trading volume after NPEX assets are placed on-chain, the number of applications deployed on DuskEVM, and how much real gas consumption those applications generate. These three metrics are more honest than any narrative. #dusk $DUSK

I don’t think the mainnet is the finish line. Dusk is going through a shift from a technical narrative to a business narrative. On January 7, 2026, the Dusk mainnet officially went live. For most projects, mainnet launch is the biggest marketing event: put out the press release, do the AMA, and then wait to see how the price responds.

But Dusk feels different to me. Since the mainnet launched, it has already been running for more than seven months. If you’ve been paying close attention to DuskFoundation’s updates, you’ll notice a subtle shift. They’ve moved from talking about technology to talking about implementation. The deployment of the Hedger privacy engine on DuskEVM, and the partnership with the Dutch-licensed exchange NPEX entering a substantive phase—these are no longer just promises in whitepapers. They’re infrastructure that is starting to generate real traffic. But precisely at this stage, you should be more vigilant.
Before the mainnet launched, everything the project claimed to be valuable was based on expectations of what it could do in the future. After the mainnet launched, the yardstick changed to what can be used today. Institutional money won’t come in just because your roadmap looks good on paper. They’re looking at whether it can be used now, whether liquidity is available now, and whether settlement is truly final at this moment. @Dusk

What Dusk is facing right now is the pain of this transition period. On one hand, NPEX’s real assets worth hundreds of millions of euros are already in motion. DuskTrade is targeting the migration of tokenized securities totaling over 300 million euros to the on-chain ecosystem. On the other hand, on-chain activity still hasn’t caught up with the complexity of this infrastructure. The richness of DuskEVM’s daily active DApps and the depth of trading—these are the key metrics that will determine whether Dusk can move beyond the trial stage into an operational stage.

Launching the mainnet isn’t the end of the story—it’s the start of the hardest part. A project that has existed since 2018 has spent eight years honing its sword. The real test is only just beginning. Will it be able to make institutions actually use it—not just have it “available.” #dusk $DUSK

I recently translated the Dusk documentation and took a special note of its launch timing. The mainnet went live on January 7, 2026, and it has been running steadily for more than seven months so far.

By my calculations, the project was approved in 2018, and after more than six years of iteration, it finally launched the mainnet. Honestly, it’s hard to find projects in the crypto space that are willing to accumulate and refine things this thoroughly—most projects just write a whitepaper and rush to issue tokens and go live. They simply don’t have the patience to polish the product. Dusk’s development roadmap is completely different from that of most privacy chains out there. Many privacy projects have a very simple logic: emphasize absolute anonymity and cut off all oversight-layer scrutiny.
But Dusk@Dusk took a completely different route—directly integrating compliance standards from MiCA and MiFID II into the protocol’s underlying layer. The validating nodes on the network must complete KYC verification in order to run properly.
This has also sparked considerable controversy within the community. Many people complain that it isn’t decentralized enough. But when I looked at it from another angle, I realized that the traditional financial system has been stable for so many years largely because responsibilities and rights are clearly defined—if something goes wrong, you can precisely trace the responsible parties.
What Dusk has done is essentially bring that kind of traceable and accountable financial logic onto the blockchain. It sacrifices some of the most extreme anonymity in exchange for recognition and access eligibility within traditional compliance frameworks.

As of 2026, the mainnet has been running stably for over seventeen months. I can’t say that this path is 100% correct, but what I can say for sure is that in high-end financial application scenarios, this kind of controllable, semi-decentralized model is far more reliable than a fully unconstrained anonymous network—and it’s also far more likely to be accepted by institutions. #dusk $DUSK

TMX finally started dropping airdrops!
I gave out more than 300, and I don't know how much it's worth. I just signed in every day—there’s not really any loss. It should still be worth dozens of dollars, right? How much did you all get? Share it so I can be jealous for a bit!

I also opened TermMax V2 a couple of days ago. My biggest feeling is that placing orders no longer requires constant waiting. With V1, the most annoying part was idle capital. You want to wait for a good interest rate, but the money is locked in the order; until the match succeeds, there’s no yield at all. Waiting a few days is one thing, but what if the market changes and the rate doesn’t come? Then the opportunity cost for that whole period is basically wasted.
V2 changed this design. The Composable Base Yield lets any un-matched funds inside the Vault automatically capture the floating yield from AaveMorpho. The orders are still sitting there waiting for your target interest rate, but the money is also working to generate yield at the same time. Even though the floating yield isn’t huge, it’s so much better than just waiting.
Another change that feels great is the Atomic Order. Previously, liquidity was fragmented: if you placed an order in market A, you couldn’t use it in market B. You had to redeploy funds in each market. Now, the same liquidity can cover multiple markets simultaneously, and it only disappears once the trade is truly executed. Theoretically, the matching efficiency for large orders should be much higher.@TermMax
That said, I also noticed a problem: even though V2’s order book is richer than V1’s, thin markets are still thin. It’s not that if the technology gets upgraded, depth will automatically grow. Liquidity still needs real users to fill it.

I tested a fixed-rate lending/borrowing with a small position. The rate is locked until September. Not really to make a lot of money—I just wanted to experience what it’s like to have idle funds earning yield while waiting for an interest rate.
#termmax

I was tinkering with running nodes not long ago. Midway, I got disconnected and had to reconnect, and it really left a deep impression on me.

I slowly realized that when many people talk about PoS, they talk about how many coins are staked, over and over. But whether a chain can stay stable is never simply a matter of having enough staked amount. Whether nodes can stay online reliably, and whether messages can be smoothly exchanged between nodes—those are just as crucial.

Recently, Dusk has been testing a protocol upgrade for its testnet: the Boreas protocol upgrade, also known as Rusk v1.7.0. They say the goal is to enhance network resilience, resource accounting, and client compatibility. In plain terms, they’re doing one thing: making the whole network more robust. @Dusk

I skimmed through their documentation—this upgrade also includes the Rusk Wallet v0.4.0. It looks like it’s not just patching things at the underlying layer; the frontend tools are being updated in step as well.

But honestly, no matter how smooth the testnet runs, whether it can truly stand up to the real-world trials with real money on the mainnet is another matter. Whether node operators are willing to upgrade promptly, and whether the upgrade process might go off track—those are the real variables.

I don’t run nodes myself. It’s just too much hassle. But watching Dusk polish the protocol layer step by step, at least I can see one thing: they didn’t choose to lie down and do nothing. #dusk $DUSK

Last night I was lying in bed scrolling on my phone and got woken up by a call. A friend called me to vent, saying they had borrowed some money on Aave to tide things over. They went to sleep, and when they woke up the interest rate had doubled. I almost jumped out of bed.

Actually, that’s what variable interest rates are like—you never know how much interest you’ll have to pay tomorrow. Day trading is one thing, but if you need to plan for funds for more than three months, variable rates are like a ticking time bomb.

Later, I had them try TermMax. Today they messaged me: the rate is locked at 3.5% until September, and the collateral is Ondo tokenized stocks. The interest rate is clearly stated—you don’t have to keep checking it every day.

I didn’t rush to praise it; I opened the app and tested it myself. App V2’s interface integrates markets across chains like Ethereum, Arbitrum, and BNB Chain Base. I picked a USDC pool—since the rate is locked, the moment I entered I instantly knew how much I’d have to repay at maturity. It really is worry-free.@TermMax

But after testing it, I actually got a little conflicted. The cost of a fixed rate is that liquidity takes a discount—the money is locked in and you can’t move it around freely, unlike Aave where you can deposit and withdraw anytime. One is flexible but uncertain, the other is certain but not flexible.

I made a small test deposit, not really chasing returns—I just wanted to verify one thing: can the on-chain fixed-income path truly help ordinary people sleep more peacefully?#termmax

It’s been more than half a year since Dusk’s mainnet went live, and recently I came across a piece of on-chain data analysis that made me stop and think for a long time.

The report’s core conclusion is very straightforward: this privacy Layer1, designed specifically for institutional RWA, hasn’t seen much activity on-chain from institutions since the mainnet launched. TVL is low, and the depth of its liquidity pools is limited. Although Dusk’s ZK cryptography architecture is designed for the MiCA framework and can enable private settlement, there’s still a “liquidity gap” between technical milestones and actual commercial value.

That conclusion hit exactly the point I’ve been vaguely worried about.

Dusk’s narrative has always been impressive—compliant privacy Layer1, an NPEX partnership, and €300 million securities tokenized on-chain. But announcing a partnership and having real funds actually running on-chain are two different things. Without sufficient depth in the secondary market, tokenized securities can’t be effectively cleared and reallocated. In the end, the value of a protocol must be supported by real trading demand, not by past promises. @Dusk

Of course, the mainnet has only just been live for half a year, so it’s too early to draw firm conclusions. But transitioning from a speculative roadmap to a functional institutional settlement layer takes time, and the next few months for Dusk are extremely critical. When will NPEX’s assets truly start running on-chain? And can on-chain trading volume keep growing sustainably?

I don’t hold any positions—just observing. No matter how solid a chain’s technical foundation is, it only matters if real money actually flows through it. #dusk $DUSK

The other day I opened TermMax V2, and the biggest feeling wasn’t that the interface changed—it was that the order book finally started to move.

With V1 and fixed-rate markets, the depth looked quite good at first glance. But when it came time to place an order, people (including me) would suddenly feel uneasy. You don’t know whether the depth in front of you is real, especially for large orders. The worst part isn’t that there’s no liquidity—it’s that you think there is. You press the confirm button, and the price suddenly slips outward. People snap awake instantly. A lot of the liquidity is locked inside someone’s little boxes. The order book clearly has stuff sitting there, but when trades actually happen, it’s like an empty shell.

V2 solves this. Unified Orders aggregates the curator’s range orders and the user’s limit orders into the same trade. The official “One quote, One signature, Best execution” really matters here. Even more important is Atomic Orders: with the same piece of liquidity, you can place multiple markets at once, and only when the trade truly executes will it sync and disappear. Many of the old issues in fixed-rate markets weren’t about not having depth—they were about depth being locked too early.

Now borrowers can post the borrowing cost they’re willing to accept, and lenders can wait for the target rate. For the first time, it feels like the price is growing on its own in the market. Add the multi-chain dashboard, and Vault orders from different chains all show up on the same screen. @TermMax

Of course, it’s not magic. Thin markets will still be thin, and in extreme conditions the price will still slip. But at least fixed-rate markets aren’t as “stuck” as they used to be. A lot of people didn’t dare take big positions in fixed-rate markets before—not because they were afraid the returns were low, but because they were afraid that when they wanted to exit, the door wouldn’t open. If V2 can truly make exiting gradually work like part of the liquidity too, then fixed-rate markets might, for the first time, start genuinely retaining large capital. #termmax

Dusk has been making a lot of moves recently: the mainnet has gone live, NPEX has signed on, and the Boreas protocol has been upgraded. But as I keep tracking everything, there are a few issues that I feel I can’t get around.

First is the definition of TVL. Data varies widely across different channels—some say it’s a few tens of millions, others claim it’s over a hundred million. If even the most basic locked-amount figure can’t be clearly stated, where does the credibility of an “ecosystem flourishing” narrative come from?

Second is the real value capture of the @Dusk coins. At the moment, DUSK is mainly used for Gas and staking, but the protocol’s actual income comes from the settlement fees of RWA assets’ trading fees on DuskTrade. The key question is whether that income can effectively flow back to the tokens. The design of Protocol Owned Liquidity is to buy back and inject liquidity into the pool—in essence, it’s equivalent to burning. The logic is sound, but the prerequisite is that there must be enough real on-chain trading volume. Given the current daily trading volume, it’s still a long way from having the conditions to kick off the deflationary engine.

Third is compliance—the double-edged sword. Dusk is deeply bound to MiCA and the EU regulatory framework. The upside is that institutions have clear rules to rely on. The downside is this: if regulatory details change, the underlying architecture may need to be modified accordingly. The deeper the compliance, the slower the turnaround.

I’m not denying Dusk’s direction. Privacy plus compliance really is a necessary condition for institutions to enter, and the direction is correct. But getting from “the direction is right” to “it can actually succeed” depends on countless execution details. Next, I’ll focus on three things: NPEX asset—whether the on-chain progress matches reality, changes in real on-chain trading volume, and network stability after the Boreas upgrade. Everything else is noise.#dusk $DUSK

Last month I moved, and I dug up a five-year-old time deposit certificate with an interest rate of 4.5%. I stared at that paper for a long time. Now, bank fixed deposits can’t even manage 2% anymore. It’s not that the money has gotten smaller—it’s that this thing called certainty is getting more and more expensive.

Later I came across TermMax and suddenly had a deja vu. What it does is essentially the same as that deposit certificate: it locks in a fixed interest rate, and you get your money back at maturity without having to worry about how the market changes in the meantime. The difference is that it brings this path on-chain and adds features that traditional time deposits could never have—leverage, RWA collateral, and more.

In January 2026, TermMax launched on BNB Chain the first fixed-rate lending market that supports tokenized stock collateral. Institutions holding Ondo tokenized stocks can borrow stablecoins without selling their assets. Isn’t that basically taking Wall Street’s stock pledge loans and putting them on-chain? @TermMax

But honestly, I was drawn in by the phrase “fixed interest rate,” and also trapped by it. Traditional finance took hundreds of years to get the fixed-income market to work smoothly. If DeFi tries to replicate it, the difficulty can only be greater. How does liquidity gather? How are markets with different maturities priced? And how do you exit when you suddenly need cash?
I like this direction, but it doesn’t mean it can run perfectly right now. Fixed interest rates are still a newborn in DeFi. How big it can grow depends on whether the market is willing to pay for certainty. Anyway, I’ll add TermMax to my watchlist for now, and see again after TMX’s TGE on August 25. #termmax

I couldn’t sleep yesterday, so I also browsed the TermMax risk architecture documentation. There’s a design that really left an impression on me: complete market isolation. Traditional lending protocols like Aave and Morpho use shared-pool models, where all collateral is mixed together. The upside is higher capital efficiency; the downside is that one “bad apple” can spoil the whole batch—if one collateral asset blows up, the entire pool suffers.

TermMax takes a different route. Each market runs independently under its own contracts, with collateral, debt tokens, maturity dates, and risk parameters all kept separate. Lenders can know with 100% certainty what the single underlying collateral for their funds is before they deposit. If something goes wrong in one market, it won’t spread to others. This design reminded me of SPVs (special purpose vehicles) in traditional finance—each asset pool is isolated on its own, and risks don’t cross-contaminate. TermMax brings this logic on-chain and enforces it through smart contracts.

But isolation also has a cost. Shared pools are more capital-efficient and liquidity is more concentrated. Isolated markets mean each market must build its own depth; early liquidity may be more fragmented. @TermMax

I don’t know whether to sacrifice efficiency for safety, or sacrifice safety for efficiency. TermMax chose the former. Whether that’s the right choice depends on what the market values more. After multiple shared-pool blow-up events, an isolation-based design may end up being repriced. #termmax

I recently reviewed Dusk’s architecture documentation and could clearly feel that the project has undergone a core upgrade: a brand-new three-layer modular design. Compared with the earlier architecture that was a confusing mix of components, the overall logic is organized in a way that’s not just a notch better, but in many ways a different level. @Dusk

At the very bottom is DuskDS, which serves as the core foundation of the entire public chain. It primarily handles data storage for the consensus mechanism and asset settlement. One particularly striking innovation here is the built-in MIPS-based pre-validation mechanism. Before any transaction is posted on-chain, it must first complete state verification at this layer. This allows it to completely avoid many of the typical issues seen in second-layer networks—there is no seven-day failure risk like Optimism’s, while still achieving both extreme security and excellent runtime efficiency. In addition, DuskDS only retains streamlined validity proof data, greatly lowering the operational threshold for nodes. Ordinary users can run a full node easily without needing high-end equipment.

The middle layer is DuskEVM, officially scheduled to go live in 2026, which perfectly supports all Ethereum EVM standards. Decentralized applications across the Ethereum ecosystem can be migrated and deployed directly. Developers don’t need to modify code or learn any brand-new programming language. Regular users can simply connect and use it with a MetaMask wallet—maximum compatibility.

The most critical highlight is its native support for fully homomorphic encryption. Transaction data is processed end-to-end in encrypted form. Compliance validation can be completed without decryption. This both protects user privacy and satisfies the industry’s hard requirements for regulatory compliance audits.

The top layer, DuskVM, is still continuously iterated and refined. In the future, it will become a dedicated privacy transaction module, mainly supporting transaction scenarios with high privacy requirements—such as enterprise confidential payments and private fundraising fund transactions. The three-layer architecture achieves interoperability through native bridging. The DUSK token can move freely across different layers without needing wrapped or derivative tokens, and without relying on any third-party custody institutions. The entire end-to-end process is driven natively by the DUSK token. Staking, mining, and fee-based ecosystem governance are all unified throughout—binding the three-layer architecture tightly together.

In an objective sense, Dusk’s underlying technical foundation is very solid, and the modular architecture approach is forward-thinking. However, in my view, no matter how excellent a technical architecture is, it ultimately still has to land in the ecosystem! #dusk $DUSK

While reading the Dusk economic model documentation, one detail made me pause. The total supply is 1 billion coins, with 500 million released gradually over 36 years through geometric decay—cut in half every four years. This kind of long-cycle design is completely different from projects that are fully circulating at launch.

What’s even more worth pondering is the way the token captures value. After DuskEVM goes live, DUSK did not introduce a separate Gas token. In the end, execution costs flow back to DuskDS. When one token carries the demand of the entire ecosystem, having no additional Gas assets means less token fragmentation. Simply put: the more on-chain transactions there are, the more DUSK is consumed—so the deflationary logic becomes much stronger.

Staking data is also changing. APR dropped from about 27% in November 2025 to around 22.31% recently. The DUDE browser shows 206 active Provisioners, with about 1.6 million DUSK locked. A decline in APR usually has two explanations: either incentives for new stakers are weakening, or the network is maturing. Personally, I lean toward the latter. The mainnet has been running for over half a year, and inflation expectations are tightening. Of course, no matter how clever the deflation model is, it still has to be built on real transaction volume. Today, Dusk’s daily trading volume isn’t that large. The real variable is how much on-chain interaction the 300 million euros of assets on NPEX can generate after they’re on-chain. Every transaction consumes DUSK—if that flow really starts running, the token consumption rate will be completely different. DUSK’s core logic, in the end, can be summed up in one sentence: as the ecosystem comes alive, the token has its story. @Dusk

Looking across most crypto projects today, many of them mostly chase short-term circulation and speculation. Dusk’s ultra-long token release model, by definition, is geared toward long-term value. Its deflationary mechanism, enabled by each coin, has a strong moat. There’s no issue of token dilution or ecosystem fragmentation. The project’s only real shortcoming right now is insufficient real on-chain traffic. As long as the NPEX entity assets land on-chain and real ecosystem transactions keep growing, token value will keep rising over time through the combination of deflation and fundamentals. The long-term investment thesis is very solid. #dusk $DUSK

I’ve found that a lot of people who look at Memes nowadays decide at first glance whether they’re bullish or not.
But I think there’s something else worth looking at: whether this project has “playability.”
$niulai, relying on the film IP 《牛来》, already has a certain foundation in content.
In the future, how the community creates memes, how it does remixes/creative reinterpretations, and how it “plays” with this IP is actually more important than simply promoting it.
I’ll keep paying attention to this direction. #niulai #牛来