What is most valuable in the regulatory storm is not the narrative but the transaction experience.
The hottest topic in the circle these days is not who has issued a token again, but that regulators have pulled stablecoins and asset tokenization out for further scrutiny. When market sentiment tightens, everyone realizes that a lot of so-called on-chain finance, which usually sounds like high-speed rail, actually runs like a slow train—slow, stuck, long confirmation times, large slippage; once the experience collapses, liquidity just runs away.
I am Ning Fan. To be honest, trading has never relied on motivational speeches; it relies on certainty. Once you press the button, you want to know how long it will take to complete the transaction and whether the transaction price has been subtly manipulated. I find the interesting point about the Fogo project is that it doesn't aim to create a universal chain. It has clearly defined its product roadmap, focusing on building infrastructure specifically for on-chain trading, with a foundation compatible with SVM. The goal is to reduce latency and enhance the trading experience, aiming for a smooth feel akin to centralization.
Fan Fan talks about the on-chain transaction accelerator Fogo
In recent days, the hot topic in the cryptocurrency world is not a new narrative but rather the absurd experience of trading. CreatorPad has shifted attention back to performance, and I see that the idea of @Fogo Official is very clear: rather than being big and comprehensive, it directly refines the chain as a matching engine. The core selling points are three things: SVM compatibility lowers the cost of developer migration, the Firedancer approach maximizes throughput and stability, and multi-region consensus reduces latency to near real-time, which is especially critical for order book DEXs and derivatives. The value capture of $FOGO resembles the standard template for transaction-oriented public chains, used for fees, staking security, and ecological incentives, ultimately relying on the real on-chain transaction volume to recoup narrative premiums. My conclusion is simple: don't treat it as the next universal public chain; it's more like a turbocharger for on-chain finance. Whether it can outperform depends on who brings high-frequency strategies and deep liquidity first. #Fogo
Fan Fan talks about the new logic of Vanar. After deepfakes are named in legislation, the content industry needs not just better editing skills but also the ability to verify authenticity and execute automatically.
Recently, there has been big news. India has brought AI-generated content and deepfakes into a new regulatory framework, requiring platforms to act more quickly and to provide clear labeling. They even compressed the processing time to an exaggerated level. In simple terms, it's no longer enough to just post a video. You must prove where it came from, who intervened in the middle, and who takes responsibility if something goes wrong. Once this trend emerges, the rules of the content industry will change. Trust will no longer rely on words but on the evidence chain.
Ning Fan's intuition is that the next most valuable thing is not 'generative ability'. It is 'source tracing ability'. You see that standards for content source tracing like C2PA are being promoted now. Everyone is working on metadata, signatures, and certificates. The problem is that once metadata is transferred to a platform, compressed, or edited, it is easy to break. If you want to be compliant, to gather evidence, or to manage brand risk, the most feared scenario is this kind of broken chain.
This week, AIBC Dubai and Consensus Hong Kong are both trying to make their presence felt, and Vanar also went to make a splash. I'm not too concerned about who takes the stage; I'm more interested in whether it can turn AI tools into a long-term paid business. There are reports that myNeutron and Kayon subscriptions have already started running, settling with VANRY, which essentially shifts demand from one-time hype to monthly revenue.
The second trump card is cost control. Vanar has made the transaction fee a fixed cost plus tiers, and has also provided a Gas price API and cost management mechanism. This means that no matter how volatile the market is, the business can still calculate every step of the cost. Creating payment flows and high-frequency proxy calls is more valuable than just shouting TPS.
The third trump card is turning data into assets. Neutron compresses 25MB down to 50KB, generating verifiable Seeds; it's not just about storing a hash but allowing data to be directly reused by applications and proxies. Coupled with the upcoming governance proposals, this will enable VANRY holders to participate more directly in AI parameters and incentive directions, tying tools, data, and governance into a cohesive system. Ning Fan believes that the chain should not only keep accounts but also manage costs and the brain. @Vanarchain $VANRY #Vanar #vanar
Fan Fan talks about Vanar's new approach, the memory shortage has arrived, and on-chain storage needs to learn to conserve materials and also be able to make a profit.
Recently, AI has made the memory market feel surreal. According to statistics, by 2026, data centers may consume 70% of the memory chips produced globally. The consumer market can only pick up the scraps. Don't doubt it. The price and supply structure are just that realistic. Whoever has the computing power gets the goods first. Ordinary users and small to medium-sized enterprises can only endure the price increase.
Fan Fan will talk again about the signals from the industry side. IEEE Spectrum is also discussing it. The DRAM tightness brought by HBM is not a short-term fluctuation. It will tighten the entire supply chain. Manufacturers have to wait for a few more years to expand production. In other words, memory is not just expensive; it is also hard to obtain. Once this trend is confirmed, all 'data-intensive applications' will be forced to change their thinking. Store less, store efficiently. Compress where possible, reuse where possible.
Don't ask if Vanar is like the new public chain anymore. If Ningfan were to say, this project is selling cost control rights.
Recently, AI subscriptions have been frequently increasing in price, and everyone has noticed that the most expensive part is not the model, but the uncertainty of usage. On-chain is even more outrageous; during peak periods, gas fees are like a lottery. Vanar takes a different approach by directly incorporating fixed costs into product pricing, allowing you to calculate ROI before jumping in.
Its sharp point lies not in a single fixed cost, but in tiered pricing. The documentation divides transactions into five tiers based on gas ranges, with the smallest tier priced in USD down to 0.0005, suitable for high-frequency small actions. AI agents can call dozens of times per second without being choked by transaction fees.
More akin to an enterprise system is the cost control plane. The protocol will calibrate costs at a fixed rhythm. The documentation mentions using a price API to check and update rates according to block frequency. You can think of it as an on-chain financial department; costs are not shouted out by the frontend but are verifiable real numbers in the protocol.
Looking at the data layer, Neutron does not store files; it compresses content into programmable seeds. The official statement claims it can compress 25MB down to 50KB, and it emphasizes full-chain verifiability. Seeds can also carry the author and timestamp records, making them suitable for proving hard assets like invoices, contracts, and audit materials.
I see Kayon more as a business interface. It focuses on natural language queries and compliance automation, feeding on-chain data together with the enterprise backend to the inference layer. Ningfan's local saying is that it allows non-engineers to query data and issue commands, reducing one layer of middlemen and thereby reducing risk.
Finally, Fanfan talks about how tokens capture value. The subscription of myNeutron will convert into VANRY and trigger a buy-in, entering a burning mechanism. This ties revenue, demand, and deflation to the same report. Whether it can go far depends on the sustained growth of real subscriptions. @Vanarchain $VANRY #Vanar #vanar
Kayon just flooded the screen, Ning Fan talks about Vanar's execution ability
In the past two days, it has been rumored that Kayon is a decentralized brain, capable of using natural language to query on-chain data, as well as performing compliance automation and intelligent workflows. My first reaction was to see if it could transform the blockchain from a ledger into a decision-making machine.
Vanar's approach is quite peculiar but very practical. It first turns data into knowledge blocks called Seeds, and then adopts a hybrid storage model, which runs fast in normal times but can also pin validation and ownership on-chain during critical moments. Ning Fan understands this as treating data as an asset to manage, rather than saving files as attachments.
More importantly, there is product design on the cost side. The document mentions tiered transaction fees, with ordinary transfers, exchanges, minting, staking, and cross-chain actions at the lowest tier. When converted, this amounts to a very small equivalent of VANRY. This pricing is particularly friendly for high-frequency interactions, ensuring that micro-operations in payments, gaming, and AI agents do not lead to bankruptcy when busy.
Finally, it comes down to how tokens capture value. The paid subscription of myNeutron will convert into VANRY and trigger purchases, which will also enter a long-term burning logic. This aligns income, buying pressure, and deflation into a single line. Ning Fan prefers to see it as an operational business rather than a market lottery ticket.
In simple terms, Vanar's uniqueness is not just being AI-native, but rather how data is stored, queried, inferred, billed, and how tokens participate in cash flow—all written into the same system. Next, it will depend on whether developers dare to entrust this brain with critical business processes. @Vanarchain $VANRY #Vanar #vanar
Fan Fan's New Observation: What Vanar Wants to Do After AI Memory is Poisoned is Verifiable Memory Assets
These past few days, I saw that Microsoft's security team has done something serious. They said that now there are people specifically engaging in AI memory poisoning. The purpose is very practical. To manipulate the recommendations of the model. You think it's an intelligent assistant helping you choose. In fact, there are people pushing things in places you can't see. When this issue came out, my first reaction was not to criticize the black market. It was to realize a more troublesome matter. Future memory is not a benefit. It's an attack surface. Whoever controls the memory can control the decision-making.
At the same time. OpenAI's update log is also pushing for stronger memory retrieval. The entire industry direction is very unified. Allow assistants to remember more. Retrieve more accurately. Turn past conversations into callable assets. Users are happy, but businesses will start to feel anxious. Where exactly is the memory stored? Can it be audited? Can it be proven that it hasn't been tampered with? If something goes wrong, who is responsible?
Ning Fan looks at Plasma XPL, the real pressure test comes only after the exchange opens.
In the past two months, Kraken has directly linked the USDT0 deposit and withdrawal network to Plasma. This level of opening is more realistic than any slogans because exchanges only recognize stability and operability, not slogans.
Why is Fan Fan focused on this point? Because stablecoin chains are most afraid of self-indulgent traffic and need external channels to create a real user deposit and withdrawal closed loop. USDT0 itself is following a multi-chain expansion route, and the official website clearly states that it is a solution to bring USDT to new chains, meaning liquidity is not just alive in the promotion but can move and be scheduled.
I won't repeat the phrase 'zero fees' regarding Plasma's core selling point today. I pay more attention to how it makes the stablecoin experience a default component. The official documentation discusses the native stablecoin contract as one of the three main modules, with the goal of directly packaging and delivering common friction points such as transfer fees and privacy to developers. This product approach resembles enterprise delivery rather than blockchain narrative.
One-click cross-chain is becoming standard, Ning Fan talks about how Plasma XPL is seizing the gateway for stablecoin entry.
Fan Fan has noticed that the narrative around cross-chain has changed recently, it's no longer about who has more bridges, but rather who can make transactions one-click. On January 23, Plasma integrated NEAR Intents, directly launching one-click swap features as a chain abstraction entry. The official statement claims it covers over 25 main chains and over 125 types of asset routing pools, which is more like infrastructure for large stablecoin settlements rather than marketing gimmicks.
Fan Fan is more concerned about the second signal: whether exchanges are willing to treat you as a stablecoin channel. Kraken, on December 10, 2025, opened the deposit and withdrawal for USDT0 on Plasma, which means users can move stablecoins directly in and out of the exchange through Plasma, reducing one bridge and minimizing slippage. The platform’s willingness to open this channel indicates that the chain's usability and integration costs are not outrageous.
The third point is the experience threshold. Plasma has made zero-fee stablecoin transfers a protocol-level capability, relying on official relayers and a built-in paymaster to cover gas fees, sponsoring only specific stablecoins for direct transfers, and implementing identity-related restrictions to prevent abuse. In simple terms, this design allows new users to transfer money without having to buy native coins first, while preventing exploitation of the system.
Finally, looking at the integration layer, wallet and hardware support must be in place to shift settlements from exchanges to everyday scenarios. A security team is promoting OneKey’s native support for XPL and hardware integration, emphasizing the use of transaction analysis to reduce blind signing risks. This is crucial for those wanting to engage in payments because a poor security experience will drive users back to centralized accounts.
To summarize, Plasma is not attracting people by merely shouting about price increases; it is seizing two gateways: one is the one-click routing for cross-chain, and the other is the gas-free entry for stablecoins. If these two aspects are continuously deepened, XPL's value will resemble system resources rather than short-term trading chips. Conversely, if the gateways do not materialize, no amount of activities will sustain interest for long. @Plasma $XPL #plasma #Plasma
Fan Fan takes everyone to see the cash flow of the Plasma chain
Recently, there was a meeting in the United States that hasn't concluded yet, discussing whether stablecoins should pay interest. The core issue is whether stablecoins can actually generate returns. Banks are afraid of deposits being siphoned off, while crypto companies argue that without incentives, there is no growth.
In the same week, there was news that the CFTC expanded the definition of payment stablecoins to include "issued by national trust banks." The regulatory approach is clearly moving towards controllable payment tracks.
Therefore, Ning Fan looks at Plasma not just at the rhetoric; I first look at how it handles incentives and dilution.
The official Tokenomics is straightforward, following the EIP 1559 model, where the base fee is directly burned, with the aim of using usage to hedge long-term inflation.
Validator inflation rewards are also provided with a curve, starting at an annualized rate of 5%, decreasing by 0.5% each year, and finally dropping to 3%. Moreover, it will only start once external validators and delegation are online.
Looking at the pace, its roadmap places "staking and delegation" in the first quarter of 2026, which pushes network security and revenue distribution to the forefront.
This is quite critical because the tighter the scrutiny on stablecoin returns, the more revenue will shift from "explicit distribution" to "network layer incentives" for compliance packaging.
Then I went to check the on-chain operating data, which is quite real.
DeFiLlama shows that the scale of stablecoins on the Plasma chain is about $1.836 billion, but the chain fee in 24 hours is only about $385, indicating that it is more like paving the way now and hasn't reached the stage of collecting rent through transaction fees.
The same page also reported that the DEX 24-hour volume is about $7.69 million, with a 7-day volume of about $146.5 million, and a weekly increase of 21%. This indicates that trading is active, but there is still some distance from "universal settlement."
Fan Fan's conclusion is just one sentence.
Regulators are arguing about returns, while institutions are demanding infrastructure. Plasma's combination of burning, controllable inflation, and the upcoming staking delegation is essentially turning incentives into system components, not marketing giveaways.
What matters next is whether the scale of stablecoins can continue to grow, and whether the chain fees and actual settlement volumes can keep up. Otherwise, no matter how good the model, it can only be considered a "design draft." @Plasma $XPL #plasma #Plasma
Ning Fan discusses Plasma XPL from a new perspective. This time, it's not just about transaction fees; let's also see how compliance and privacy are running.
The hottest trending topic on stablecoins these past two days is that USDT, in conjunction with Turkey, has frozen funds exceeding 500 million USD, which directly highlights the traceability of on-chain funds.
Fan Fan's understanding is very simple. The more stablecoins resemble infrastructure in the future, the more they must simultaneously meet two conditions: one is privacy experience, and the other is compliance and interpretability.
Hong Kong regulators have stated that the first batch of stablecoin licenses will be issued in March 2026, and the number will be very limited. This statement is essentially reminding the market that in the future, it's not about who makes the loudest noise but who can pass the audit and survive longer.
So today I won't repeat cross-chain or zero fees; I will focus on Plasma, a more 'enterprise-flavored' core point: what exactly does this confidential payment system aim to solve?
Fan Fan talks about new reasons for Vanar: After exchange slip-ups and hackers knocking on the door, the chain needs to learn to be the risk control hub.
Recently, there have been two hot topics in the circle. One is that during a Bithumb event, due to a symbol error, they almost distributed an astronomical amount of BTC as benefits, and it finally ended with an emergency withdrawal restriction. The other is that Step Finance was hacked, not because of complex code, but because the executives' devices were breached, the keys were taken, and the vault was directly moved. In short, the most expensive thing in Web3 is not TPS, but operations and permission management. A chain is not just a ledger; it is more like an enterprise risk control platform.
So now I look at Vanar without using the 'public chain narrative' filter. What I want is whether it can manage the process. Especially for businesses like PayFi and RWA. If you want to go live, you have to answer three questions. Who can operate it? Will there be traces of the operation? Can accountability be pursued if something goes wrong? Vanar places PayFi and RWA at the forefront in its external positioning, clearly aiming for 'auditable business flows' rather than just creating a chain for retail investors to run Gas.
The subscription model has arrived on the chain, Ning Fan will talk about Vanar's fixed cost business
AI tools are starting to charge fees, everyone complains that it's expensive, but renewals cannot be stopped. Vanar is more direct, subscriptions for myNeutron and Kayon have turned into regular consumption of VANRY, which means turning demand into monthly cash flow, not relying on one-time narratives to support valuations.
What I value most is the cost model. Other chains during peak periods are like snatching tickets, while Vanar operates on fixed fees plus first-come, first-served, making budgets controllable and finances easier to manage. In scenarios like PayFi and corporate settlements, stable costs are a competitive advantage; otherwise, how can merchants quote prices to customers?
Then let's talk about the technical foundation. Fan Fan believes it’s not enough to just call it AI-native. Neutron performs semantic compression on large files, with the official claim that 25MB can be compressed to the 50KB level, and it has also created programmable Seeds, meaning data can be used by contracts and agents as production materials, rather than just storing a hash to count as completed.
In Fan Fan’s view, the execution layer of this project is quite realistic. It operates on EVM compatibility and mentions the use of mature execution clients like Geth, which lowers development migration costs and speeds up ecosystem access. Ning Fan's colloquial remark is that only chains that can copy homework run quickly.
Lastly, looking at the token aspect, circulation nearing the upper limit means the dilution story can’t be told anymore, so it has to be picked up by business. Subscriptions come in and are converted into VANRY, triggering buying and long-term burn mechanisms. This is called binding product revenue and token demand to a KPI, and whether it can scale depends on whether real users are willing to pay for memory and reasoning. @Vanarchain $VANRY #Vanar #vanar
Ning Fan talks about Plasma XPL, and if the stablecoin chain wants to go far, it must first solidify its infrastructure.
Recently, Binance Square upgraded the rules for CreatorPad and conveniently launched the Plasma event schedule. Such platform-level actions are generally not given lightly.
Fan Fan's understanding is very simple. If the platform is willing to give traffic positions, it is mostly because it values the ability to continuously produce content topics, rather than just a day's popularity.
But I don't want to talk about cross-chain connectivity anymore, nor do I want to discuss the zero-fee gimmick. Let's look at how it can make the chain more like a foundation that can support business from a different perspective.
Plasma's execution layer chose Reth. Many people haven't taken this point seriously, but this is actually a signal that it wants to bring the development and auditing practices of Ethereum over intact.
Stablecoins have already reached Wall Street. Ning Fan looks at Plasma XPL, which resembles a settlement operating system.
Recently, FT called this drama the stablecoin war. Banks are afraid of deposit outflows, and the crypto circle is worried about tightening regulations. Anyway, settlement is no longer a toy for a small circle.
At the same time, Hong Kong also announced that it will issue the first batch of stablecoin licenses in March 2026, focusing on use cases, risk control, and anti-money laundering. The direction is very clear; in the future, what will be competed is efficiency under compliance.
Fan Fan sees that the most powerful point of Plasma is not its slogan but the fact that it completely eliminates user friction.
It allows the use of whitelisted ERC20 as Gas, for example, using USDT to pay fees. You don’t necessarily have to buy XPL first to get started, which is convenient for new users.
Additionally, it promotes a trading form that can be confidential but compliant, not the kind of black box anonymity. This is more like “auditable privacy” aimed at institutions.
The money is also not virtual.
The public sale of XPL raised approximately $373 million, with a target of $50 million being oversubscribed by more than seven times, with nearly 3,000 wallets participating. This is called market voting with feet.
Moreover, the Binance co-branded USDT locked income product with a $250M quota was snapped up in less than an hour, and it was accompanied by 1% of the total amount, which is 100 million XPL as a reward. You can say that demand is strong.
Plasma also clearly states that the scale of stablecoins has exceeded $250 billion. The track is indeed large, and the competition is intense.
XPL is a system asset that must bear security and incentives while being digested by the ecosystem. This requires that subsequent growth is not reliant on activities for survival but depends on daily settlement volume to keep the cycle running smoothly.
Being impressive is not enough; it needs to be practical. People must be willing to use it for daily stablecoin transactions for this strategy to be viable. @Plasma $XPL #plasma #Plasma
Fan Fan's New Perspective: Once RWA regulation tightens, I finally understand that what Vanar wants to sell is not the chain, but 'auditable processes.'
In the past few days, I came across a rather hard piece of news. The China Securities Regulatory Commission has tightened the supervision of tokenized ABS that are 'issued overseas but have underlying assets within the country.' They need to be filed. Materials need to be disclosed. The structure needs to be explained clearly. Collaboration with overseas regulators is also required. In simpler terms, the RWA track has shifted from 'can it be put on the chain' to 'who dares to hand over the accounts.' At this point, the value of the chain lies not in the excitement, but in being auditable, accountable, and verifiable.
So when I looked at Vanar, my thinking changed. I no longer got caught up in whether it's another L1. The real business opportunity is to turn the dirty and tiring work of payment, settlement, compliance checks, and asset certificates into a running assembly line. Vanar itself has positioned PayFi and RWA as its front signs. It's not just a conceptual shout. It feels more like saying, 'Businesses, come here. Throw in your documents, receipts, and contracts. The system will give you a processing method that can be understood by machines.'
The subscription fee can be repurchased and destroyed on the chain, which is called having cash flow.
Recently, the hot topic in the square is not about the ups and downs, but whether the subscription can utilize the tokens. Vanar has made this quite straightforward: the myNeutron payment will be exchanged for VANRY to trigger purchases, and then follow a long-term burn logic. The money does not go into a black box; it goes into a cycle.
Looking at the market is even more interesting. CMC shows a circulation of about 2.29B, with a cap of 2.4B, basically approaching a full warehouse circulation pace. It's hard to tell a dilution story; it can only rely on real demand to lift supply and demand.
Technically, it resembles an AI memory factory. Neutron compresses data into programmable Seeds. The official statement claims it can compress 25MB down to about 50KB, and emphasizes that it's verifiable across the entire chain. This means that data is not just stored; it is an asset that can be utilized by contracts.
Then there’s Kayon, which leans more towards the business side. The documentation states that most people will use Kayon to interact with Neutron, acting like a natural language assistant to turn data into insights. Ningfan's understanding is that it creates a standard interface for querying and reasoning in the chain, so that each project doesn't have to reinvent the wheel.
Security and governance are not just for show either. Vanar uses DPoS, but there’s a detail that feels very Hong Kong style: the foundation first selects validators to ensure that the underlying system is reliable, and the community then uses VANRY to delegate staking to strengthen the network and also receive rewards. This is like first ensuring supplier access and then doing market allocation.
Therefore, I don’t see Vanar as an emotional ticket; it feels more like an infrastructure that turns AI memory and on-chain data into assets, linking subscription income with token repurchase and burn into one line. Whether it can take off depends on two things: whether developers are willing to treat Seeds as production materials, and whether users are willing to pay for memory. @Vanarchain $VANRY #Vanar #vanar
Fan Fan is looking at Plasma XPL, this wave of stablecoins is too popular.
Recently, Visa expanded stablecoin settlements to over 50 countries.
This gives Fan Fan the feeling that stability is worth more than hype.
Plasma's validators only cut rewards and not the principal, which is more like corporate SLA thinking.
It also explicitly states that there will be no penalties for short-term disconnections, making operational expectations more stable.
The fee model follows EIP 1559, with base fees burned; XPL will have a continuous recovery logic.
Reward inflation starts at 5%, decreasing by 0.5% each year until it reaches 3%, with the budget curve being set in stone.
Kraken has already integrated USDT0 for deposits and withdrawals on Plasma, indicating that the integration progress is indeed moving forward.
While outside discussions continue on whether stablecoins can generate yields, Plasma has lightened the penalty mechanism and clarified economic incentives, following a practical path.
During the days when privacy coins were in turmoil, I took a closer look at Dusk.
At the beginning of February, privacy coins collectively retraced, and the market was in extreme panic with a bunch of privacy coins collectively liquidating.
To put it bluntly, pure anonymity is easily choked under strong regulatory pressure, but Dusk incorporates compliance into its protocol logic.
The Zedger it created is not just a pseudonym; it merges UTXO and account models specifically for the lifecycle management of restricted assets.
More importantly, the XSC set of confidential contract standards can turn securities rules into enforceable constraints without exposing sensitive information to the entire network.
The underlying virtual machine follows the WASM route and natively supports ZK-related operations, which greatly enhances the development efficiency for privacy contracts.
Architecturally, it separates into three layers to handle settlement and data availability, then stacks the EVM execution layer and privacy layer, reducing the cost of institutional access.
Recently, the pace of DuskEVM's advancement in the first quarter of 2026 has been repeatedly mentioned, which essentially brings Ethereum developers directly into the fold.
As for network security, don't overthink it; the starting staking threshold is clearly stated, and you can participate with at least 1,000 DUSK.
I am more optimistic about this approach; the transaction layer Phoenix has undergone complete security verification, and then the asset layer Zedger handles compliance gameplay.
So when the market fluctuates, I remain calm; I only care if this chain can serve both privacy and regulation well. This is the long-term strategy for DUSK. @Dusk #Dusk $DUSK #dusk