宁凡

Fan Fan is monitoring the market. When trading delays trend on hot searches, only then do we realize how valuable underlying performance is.

Recently, Base publicly stated that they encountered slow transaction processing while blocks were still being produced. This experience for users means that money hasn't been lost in the market but rather in waiting. The more blockchain finance resembles traditional trading, the more it fears uncertain delays and occasional congestion.

I find the approach of @Fogo Official very appealing; it doesn't chase universal narratives and directly prioritizes trading scenarios. It follows the SVM-compatible route, making it easier for developers to migrate existing tools and applications. Then, by adopting the Firedancer approach to create a stronger execution layer, it reduces latency and increases throughput, making high-frequency businesses like order book DEX, perpetuals, and liquidations not feel like drawing cards. Multi-zone consensus is also addressing an old pain point, ensuring stability in the worst-case scenario without having a beautiful average but collapsing peaks.

I prefer to understand the value of $FOGO in terms of business closed loops, where transaction fee demand comes from real trades, staking binds security with long-term incentives, and ecosystem subsidies are responsible for initially bringing liquidity and developers in. The final point is, don't just look at slogans; focus on trading volume and application retention, as these are the hard indicators of whether Fogo can succeed.
@Fogo Official #Fogo $FOGO

The AI copyright war has reached Hollywood, and Ning Fan instead thinks of Vanar's hardcore self-proof move.

Recently, the AI video from Seedance was just too real, and industry organizations directly criticized the training data and portrait rights, with the core being two words: evidence. Where does your content come from? When did you obtain it? If you can't explain clearly, you'll face legal action.

Fan Fan sees Vanar as somewhat having made compliance plans in advance. Neutron doesn't just throw documents into external storage and slap on a hash. It compresses data into programmable Seeds. Fully verifiable on the chain. This means you can turn contract receipts and materials into auditable on-chain assets. In the future, AI agents will need to reference. Will need to trace back. Will need to prove the source. No need to rely on tough talk.

The more realistic aspect is the cost. It divides the service fees into five tiers based on gas ranges. The most common tier is priced at the $0.0005 level. It also uses price interfaces to convert to gas token quantities. Very friendly for high-frequency calls and micro-payments. It won't blow the budget just because of a traffic jam.

Lastly, there's the commercial flavor of VANRY. The myNeutron subscription will convert payments into VANRY. Triggering a buying event. And it follows a long-term burn mechanism. Ning Fan speaks plainly. It's not asking you to believe the narrative. It wants to tie the tokens to cash flow through subscriptions and usage.
@Vanarchain #Vanar #vanar $VANRY

Fan Fan believes Fogo wants to get the trading experience back on track.

In fact, everyone's biggest demand in trading is a smooth and enjoyable trading process. The route of @Fogo Official is very similar to redoing the chain as a trading chassis, focusing on low latency, so that order books and perpetual applications sensitive to time are no longer like opening a blind box. Using higher throughput to handle dense matching and clearing, avoiding congestion during peak times. SVM compatibility reduces migration friction, making it easier to move components like market-making tools, matching engines, and risk control clearing to build an ecosystem.

I prefer to explain the value logic of $FOGO using a business flywheel. The real transaction volume on-chain creates demand for transaction fees, staking binds security and long-term interests, and incentives attract developers and liquidity. The conclusion is very straightforward: don’t just look at slogans; focusing on trading data and application retention is the hard metric. #Fogo
@Fogo Official #Fogo $FOGO

AI copyright lawsuits in 2026 are getting fiercer. Whose data is whose responsibility is starting to intensify. Ning Fan just asks one question. What proof do you have of the source? What proof do you have of the time point? Vanar's system is more like on-chain notarization plus a data factory. Neutron compresses 25MB to the level of 50KB. It becomes programmable Seeds. It can be verified and directly called by contracts and agents. Data doesn't lie idle. Data can work.

Let's talk about costs. When other chains get congested, your budget explodes. Vanar has fixed fees plus tiered pricing. Ordinary transfers, currency exchanges, minting, and staking across chains operate at the lowest tier. The equivalent is about $0.0005. It also uses multi-source price verification to update rates. With high-frequency AI calls, there's no fear of being stabbed by Gas.

Lastly, it's about cash flow. From Q1 to Q2 2026, push myNeutron and Kayon towards a subscription model. Pay with VANRY. Turn usage into continuous consumption. Then pair it with buyback and burn logic. Ning Fan thinks. It doesn't want to be a trending chain. It wants to be infrastructure that can earn money monthly.
@Vanarchain #Vanar #vanar
$VANRY

AI Data Ownership Disputes Heat Up, Ning Fan Sees Vanar as an On-Chain Notary

In recent days, the hottest topic in the AI community is who owns the data. When training materials get tangled, it leads to legal issues. You will realize that the foundation that can prove the source and time of the data is more valuable than a narrative that can tell a story. Vanar’s approach is somewhat like moving the notary office on-chain.

Its Neutron does not follow the traditional hash certificate method. Instead, it directly compresses the content semantics into Seeds. The official claim is that 25MB can be compressed down to about 50KB. It also emphasizes that it is verifiable on the entire chain. This means that not only can you prove existence, but you can also allow applications and AI agents to read these Seeds directly to get work done. Data transforms from evidence to production materials.

Looking at the costs, Vanar has structured the fees into tiers. Minor actions fall into the lowest tier, which roughly converts to about $0.0005 in VANRY equivalent. Additionally, it updates the rate every 5 minutes based on the price API and uses multi-source verification for pricing. The focus is on predictability, ensuring that high-frequency AI calls are not afraid of being backstabbed by Gas fees.

Lastly, regarding security trade-offs, it uses DPoS. However, the foundation initially selects validators, and the community then delegates staking to earn rewards. Some may argue that this is more centralized, but from the perspective of enterprise implementation, filtering trustworthy nodes first actually resembles a realistic path to regulatory compliance on-chain. Ning Fan speaks plainly. Vanar is not selling romance; it offers auditability, controllable costs, and the ability to launch and run business operations.
@Vanarchain #Vanar #vanar $VANRY

Fan Fan talks about fogo, after the AI trading robot became popular, what is actually lacking on-chain is the underlying lane

Recently, everyone is talking about AI automated trading and quantitative robots. No matter how fancy the strategies are, it ultimately boils down to one thing: whether the transactions can be executed quickly and whether the slippage is stable. If there's a hiccup, all efforts go to waste. The approach of @Fogo Official suits me well; it doesn't rely on mystical narratives but directly markets performance as a product selling point. It focuses on the three most painful points of trading applications: low latency makes orders more like real-time matching, high throughput accommodates dense matching and clearing demands, and SVM compatibility makes it easier for developers to migrate, allowing the ecosystem to quickly grow out order book DEX, perpetual, and market-making tools which are real demands. The value of $FOGO is more like a business flywheel, where on-chain transaction fees create demand, staking and incentives bind safety and growth, ultimately validated by real trading volume. My conclusion is very straightforward: don't just look at the popularity; first check if it can turn the trading experience into reusable standard components. #Fogo
#Fogo $FOGO

Seeing an interesting perspective, the bull and bear markets actually reflect the performance of new coins on Binance Alpha, where new coins typically experience a surge of emotions followed by continuous pullbacks.

However, the trend of this $SIGMA is surprisingly stable, not propped up by aggressive buying, but rather moving step by step slowly. Those who got in earlier are mostly still in the profit zone, which is quite rare in such market conditions.

SIGMA is a DeFi protocol deployed on the BNB Chain, with the core idea called volatility layering. What is the biggest pain point for many people engaging in DeFi leveraged trading? High funding rates, large volatility, and uncertain returns. SIGMA's approach is to split the returns into two parts:

Stable part: bnbUSD, enjoying stable returns from BNB staking + ecological rewards.

High volatility leverage part: xBNB, equivalent to a 2x amplification of BNB price fluctuations, but with no funding rates at all.

The benefits of this approach are obvious, satisfying users who seek stable returns (bnbUSD) and those who pursue high leverage (xBNB), forming a closed-loop ecosystem through internal risk hedging.

Moreover, 100% on-chain leverage, with no funding rates, makes the overall mechanism very powerful. The official team has also explained in detail how bnbUSD prevents decoupling, and interested friends can check out the official tweet below.

Additionally, sigma recently held a New Year lottery event, and everyone can give it a try. Don't forget to join TG, you might just win a prize~

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

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

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