0xMakira
活过一轮牛熊的选手，正式再次进军Web3！ 分享更多Alpha/每日快讯/Web3快报 欢迎志同道合的朋友，一起建设Binance
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High-Frequency Trader
1.2 Years
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Is this hawk boiling really that amazing? Every time I push a small currency call, it's a disaster. The last time the call was for dash, it was a bloodbath.
The design route of @Vanarchain has a clear characteristic:
It is not designed for the so-called 'on-chain base', but rather for the 'user experience' slowly evolving along the chain.
In gaming, entertainment, virtual NFT projects, and community interactions,
From our users' perspective, there are some things that cannot be accepted:
High latency
Screen freezes, stuttering
High Gas fees during interactions
Vanar chooses to adapt to these needs from the ground up:
High performance, low latency, and sustainable expansion projects.
Developers and project teams are genuinely working to modify the user experience, which is the confidence that will lead 3 billion users into Web3 in the future.
#vanar $VANRY
It is not designed for the so-called 'on-chain base', but rather for the 'user experience' slowly evolving along the chain.
In gaming, entertainment, virtual NFT projects, and community interactions,
From our users' perspective, there are some things that cannot be accepted:
High latency
Screen freezes, stuttering
High Gas fees during interactions
Vanar chooses to adapt to these needs from the ground up:
High performance, low latency, and sustainable expansion projects.
Developers and project teams are genuinely working to modify the user experience, which is the confidence that will lead 3 billion users into Web3 in the future.
#vanar $VANRY
AI without memory will only leave a cacophony.
In the narrative of Web3, we always love to emphasize 'permanent preservation'.
But few people realize a key difference:
Saving data does not equal saving experience.
Every transaction can be recorded on-chain, but it will not automatically understand the causal relationships between these transactions.
It is responsible for confirmation, not inheritance.
This also makes blockchain highly efficient in the financial sector, but seems powerless in the construction of intelligent systems.
The core competitiveness of AI does not come from a single inference, but from long-term feedback.
A truly valuable agent will adjust its strategy based on historical performance and will adjust judgment weights based on past paths.
But few people realize a key difference:
Saving data does not equal saving experience.
Every transaction can be recorded on-chain, but it will not automatically understand the causal relationships between these transactions.
It is responsible for confirmation, not inheritance.
This also makes blockchain highly efficient in the financial sector, but seems powerless in the construction of intelligent systems.
The core competitiveness of AI does not come from a single inference, but from long-term feedback.
A truly valuable agent will adjust its strategy based on historical performance and will adjust judgment weights based on past paths.
Plasma: When funds no longer exchange blood, a new entry point is about to open.
I increasingly feel that the biggest problem with Web3 is not the bear market, but 'losses'.
Over time, we discover a very absurd phenomenon:
On-chain yield is annualized at 10%, but the deposit and withdrawal take away 3%-5%.
You haven't even outpaced inflation, and you're already losing to fees.
Many people think retail investors love to chase trends, but that's not true.
What retail investors truly fear is 'meaningless losses'.
Every time stablecoins are deposited, every withdrawal, every bridge, is a psychological drain.
Over time, everyone just plays within the circle, unwilling to expand outward.
Over time, we discover a very absurd phenomenon:
On-chain yield is annualized at 10%, but the deposit and withdrawal take away 3%-5%.
You haven't even outpaced inflation, and you're already losing to fees.
Many people think retail investors love to chase trends, but that's not true.
What retail investors truly fear is 'meaningless losses'.
Every time stablecoins are deposited, every withdrawal, every bridge, is a psychological drain.
Over time, everyone just plays within the circle, unwilling to expand outward.
February 12th Binance Alpha Report
At 7 PM ESP will be available for trading, profit over 20u....
Currently, today's airdrop hasn't been released yet, big players are analyzing the chain and expect IP tokens to be issued at 9 PM for collection. Estimated 240 minutes.
The online user count has decreased from 210,000 after more than a week, now stabilizing at 183,000.
Currently, not many people are participating in the trading competition as the profit margins are too small, and the risks are too high; it's better to follow the main group to trade WMTX.
The blind box airdrop mechanism was explained yesterday, it's just that old coins are being converted to this model for distribution; there are no big 100u blind boxes.
@Plasma Today's task is also the last day, prepare to finalize the rankings and seize the last chance to gain points today. If you make it into the top 500, there will be around 100u!
Plasma focuses on a stable payment chain, those who frequently transfer can use this chain to save on fees and speed up transactions. It's reliable and backed by Tether.
#plasma $XPL
#BTC #bnb #ETH
At 7 PM ESP will be available for trading, profit over 20u....
Currently, today's airdrop hasn't been released yet, big players are analyzing the chain and expect IP tokens to be issued at 9 PM for collection. Estimated 240 minutes.
The online user count has decreased from 210,000 after more than a week, now stabilizing at 183,000.
Currently, not many people are participating in the trading competition as the profit margins are too small, and the risks are too high; it's better to follow the main group to trade WMTX.
The blind box airdrop mechanism was explained yesterday, it's just that old coins are being converted to this model for distribution; there are no big 100u blind boxes.
@Plasma Today's task is also the last day, prepare to finalize the rankings and seize the last chance to gain points today. If you make it into the top 500, there will be around 100u!
Plasma focuses on a stable payment chain, those who frequently transfer can use this chain to save on fees and speed up transactions. It's reliable and backed by Tether.
#plasma $XPL
#BTC #bnb #ETH
@Plasma has not deliberately demonstrated innovation on this basis, but has organized the existing sectors and rich experiences into the same path.
If we immerse ourselves in the perspective of Plasma users: I don't need a lot of extra operations, but rather be guided to choose options that are more beneficial to myself.
I just want to steadily hold stable on-chain assets and casually participate in profitable projects. After participating in the profits, a new incentive mechanism is directly triggered. Isn't the convenience of Plasma obvious at a glance?
When danger quietly approaches, it has already prepared risk control for me: "Press this button to eliminate all factors unfavorable to the assets."
#plasma $XPL
#bnb #ETH
If we immerse ourselves in the perspective of Plasma users: I don't need a lot of extra operations, but rather be guided to choose options that are more beneficial to myself.
I just want to steadily hold stable on-chain assets and casually participate in profitable projects. After participating in the profits, a new incentive mechanism is directly triggered. Isn't the convenience of Plasma obvious at a glance?
When danger quietly approaches, it has already prepared risk control for me: "Press this button to eliminate all factors unfavorable to the assets."
#plasma $XPL
#bnb #ETH
Vanar is engaged in a high-stakes gamble - Time
We all know:
The crypto market is driven by emotions.
Traditional capital is driven by probability.
These two systems have almost no overlap.
The former tells stories, strives for bursts, and gains popularity;
The latter discusses models, talks about compliance, and utilizes long-term cash flow.
Recently, the action of @Vanarchain has coincidentally crossed these two tracks.
In the past few days, I've seen Vanar's plaza account interacting with the community, appearing again at the Dubai AIBC and speaking with representatives from the AI and investment circles.
This is an attempt to probe the market and the perspective of traditional capital.
At the global AI conference, will you discuss your coin price? The point that should be discussed is how this AI decision is recorded in the long term and whether it has verifiable labels.
The crypto market is driven by emotions.
Traditional capital is driven by probability.
These two systems have almost no overlap.
The former tells stories, strives for bursts, and gains popularity;
The latter discusses models, talks about compliance, and utilizes long-term cash flow.
Recently, the action of @Vanarchain has coincidentally crossed these two tracks.
In the past few days, I've seen Vanar's plaza account interacting with the community, appearing again at the Dubai AIBC and speaking with representatives from the AI and investment circles.
This is an attempt to probe the market and the perspective of traditional capital.
At the global AI conference, will you discuss your coin price? The point that should be discussed is how this AI decision is recorded in the long term and whether it has verifiable labels.
Wow, are the Binance event red packets this big now?
A friend directly received 388, over 2000 bucks just like that???
Why does mine show 0.18....., how much did you all win?
Is there anyone who got more than 388? I'm really envious and jumping up and down! Wow!!!
By the way, AI Chain @Vanarchain , as a self-developed Layer 1 public chain core fuel, aims to support efficient and secure decentralized trading and smart contract execution. The native token VANRY can be used to pay for network gas fees, and can also participate in node validation rewards, ecological incentives, and governance voting, enhancing the sense of participation for holders and the motivation for ecological construction. Vanar Chain focuses on games, the metaverse, AI, and real Web3, entertainment projects, etc.
Overall, its characteristics of infrastructure fuel, community governance, and ecological incentives give VANAR a certain competitive advantage in the public chain track in the future.
The game chain has added a lot of fun and is also very attentive to community members, let's keep building it up~
#vanar $VANRY #Vanar
#BTC #bnb
A friend directly received 388, over 2000 bucks just like that???
Why does mine show 0.18....., how much did you all win?
Is there anyone who got more than 388? I'm really envious and jumping up and down! Wow!!!
By the way, AI Chain @Vanarchain , as a self-developed Layer 1 public chain core fuel, aims to support efficient and secure decentralized trading and smart contract execution. The native token VANRY can be used to pay for network gas fees, and can also participate in node validation rewards, ecological incentives, and governance voting, enhancing the sense of participation for holders and the motivation for ecological construction. Vanar Chain focuses on games, the metaverse, AI, and real Web3, entertainment projects, etc.
Overall, its characteristics of infrastructure fuel, community governance, and ecological incentives give VANAR a certain competitive advantage in the public chain track in the future.
The game chain has added a lot of fun and is also very attentive to community members, let's keep building it up~
#vanar $VANRY #Vanar
#BTC #bnb
The Real System Barrier Does Not Start from a Bustle - Plasma
Last weekend, I went to an old-fashioned restaurant with my friends. The owner was still using that old-fashioned ordering system, and the interface looked as outdated as a website from ten years ago. When it was time to pay, the money wouldn't go through, and I thought my phone had frozen. I casually said, 'Owner, with so many smart cash register platforms and systems now, why don't you switch to one?'
She sighed: "The system can be changed, but the bills are too many to switch. The inventory data, member names and phone numbers, supplier payment terms, and reconciliation logic are all in there. Starting over is more troublesome than a complete renovation."
She sighed: "The system can be changed, but the bills are too many to switch. The inventory data, member names and phone numbers, supplier payment terms, and reconciliation logic are all in there. Starting over is more troublesome than a complete renovation."
Escaping the dependency on narrative is what Vanar needs to do the most.
In the past few years, there has been an intentionally overlooked fact in the Web3 world:
The chain is fast, but remembers nothing.
We have attributed 'immutability' and 'permanent storage' to blockchain, but in real use, most chains are only good at verifying the present and have no patience for 'continuity'.
The state has been reset, history compressed, and complex behaviors broken down into isolated transactions.
This is precisely why AI has been slow to establish itself on the chain.
An AI that cannot inherit its own experience or reuse decision trajectories is essentially just an expensive random function.
The chain is fast, but remembers nothing.
We have attributed 'immutability' and 'permanent storage' to blockchain, but in real use, most chains are only good at verifying the present and have no patience for 'continuity'.
The state has been reset, history compressed, and complex behaviors broken down into isolated transactions.
This is precisely why AI has been slow to establish itself on the chain.
An AI that cannot inherit its own experience or reuse decision trajectories is essentially just an expensive random function.
Recently attracted by the intelligent features of various AIs.
For instance, the smart assistant in the car; this year my boss has also bought a new car with a super large front screen. Just shout where you want to go, and it will navigate to the destination. Want to sing karaoke? Just switch to karaoke mode. It's really enviable, like an assistant that understands your thoughts and silently arranges everything according to the employer's needs.
Unlike the cold blockchain, where interactions first require Gas! Then a contract is handed to you to sign.
@Vanarchain Recently looking at the AI chain in Web3, it's quite peculiar. Speaking of background, it has previously collaborated with giants in the US stock market. Speaking of games, it can also handle blockchain games. Speaking of entertainment? It seems to be its specialty. If it can operate like a little assistant, everything could be resolved with just a call. Isn't that also very attractive?
If Vanar can engrave direct intelligent features, bringing them closer to human instant feedback, perhaps future AI chains will not just be cold data, but rather like a reservoir that suddenly appears in the desert, achieving all your goals when you need it the most.
#vanar $VANRY
#BTC #xrp
For instance, the smart assistant in the car; this year my boss has also bought a new car with a super large front screen. Just shout where you want to go, and it will navigate to the destination. Want to sing karaoke? Just switch to karaoke mode. It's really enviable, like an assistant that understands your thoughts and silently arranges everything according to the employer's needs.
Unlike the cold blockchain, where interactions first require Gas! Then a contract is handed to you to sign.
@Vanarchain Recently looking at the AI chain in Web3, it's quite peculiar. Speaking of background, it has previously collaborated with giants in the US stock market. Speaking of games, it can also handle blockchain games. Speaking of entertainment? It seems to be its specialty. If it can operate like a little assistant, everything could be resolved with just a call. Isn't that also very attractive?
If Vanar can engrave direct intelligent features, bringing them closer to human instant feedback, perhaps future AI chains will not just be cold data, but rather like a reservoir that suddenly appears in the desert, achieving all your goals when you need it the most.
#vanar $VANRY
#BTC #xrp
The entry ticket in Web3, paid for by Plasma.
If you've really tried to bring a friend who doesn't trade coins into Web3, you will find that the problem in the crypto industry has never been about technology, but it's difficult at the first step.
It's not about the speed of the chain, nor the performance of the chain, nor the narrative.
Instead—if you haven't used it yet, you need to pay first.
Everyone is familiar with the process:
Download exchange---create wallet----- write down 12 incomprehensible words → then be told:
"First go buy some coins on the exchange, otherwise you can't do anything."
At this moment, most people have already withdrawn.
They would find this very unusual:
It's not about the speed of the chain, nor the performance of the chain, nor the narrative.
Instead—if you haven't used it yet, you need to pay first.
Everyone is familiar with the process:
Download exchange---create wallet----- write down 12 incomprehensible words → then be told:
"First go buy some coins on the exchange, otherwise you can't do anything."
At this moment, most people have already withdrawn.
They would find this very unusual:
Latest Alpha New Gameplay Mechanism Update (Short Version)
Starting from February 11, the Alpha blind box mode is coming,
How does the mechanism work? Multiple token projects are gathered in one blind box, and users can directly exchange Alpha points for an Alpha Box, ultimately drawing one project from the blind box: equivalent token rewards.
This can be simply referred to as the airdrop of daily old coins swapped for this new mode.
The tokens included in the first phase of the blind box rewards and the thresholds for participating points will be announced tomorrow, with the same rules of first come first served, reducing 5 points every 5 minutes.
I personally think it’s just a blind box mechanism that mixes the previous old coin airdrops together, with nothing new. This also significantly reduces the selling pressure for each project party.
@Plasma is a professional stablecoin payment chain project, with a strong team experience and Tether backing. The article writing will end in 2 days, everyone seize the opportunity to earn points! Use Plasma chain for transfers, free 0Gas transfers, fast speed~
#plasma $XPL
#bnb #ETH
Starting from February 11, the Alpha blind box mode is coming,
How does the mechanism work? Multiple token projects are gathered in one blind box, and users can directly exchange Alpha points for an Alpha Box, ultimately drawing one project from the blind box: equivalent token rewards.
This can be simply referred to as the airdrop of daily old coins swapped for this new mode.
The tokens included in the first phase of the blind box rewards and the thresholds for participating points will be announced tomorrow, with the same rules of first come first served, reducing 5 points every 5 minutes.
I personally think it’s just a blind box mechanism that mixes the previous old coin airdrops together, with nothing new. This also significantly reduces the selling pressure for each project party.
@Plasma is a professional stablecoin payment chain project, with a strong team experience and Tether backing. The article writing will end in 2 days, everyone seize the opportunity to earn points! Use Plasma chain for transfers, free 0Gas transfers, fast speed~
#plasma $XPL
#bnb #ETH
When systems are all pursuing 'reboot', often the scarce memory that should not be cleared is overlooked - Vanar Chain
Recently, I had dinner with a friend who works in corporate risk control, and he complained about something.
Their company has recently tried several AI systems to assist in contract review and cash flow risk identification. During the demonstration, it was impressive, responsive, logical, and could break down the terms clearly.
But after it actually went online for a week, all the problems were exposed.
"It keeps making the same mistakes." My friend sighed, "The pitfalls we encountered last week, it can step right into them again this week without any changes."
The reason is simple: system reboot, memory cleared.
Their company has recently tried several AI systems to assist in contract review and cash flow risk identification. During the demonstration, it was impressive, responsive, logical, and could break down the terms clearly.
But after it actually went online for a week, all the problems were exposed.
"It keeps making the same mistakes." My friend sighed, "The pitfalls we encountered last week, it can step right into them again this week without any changes."
The reason is simple: system reboot, memory cleared.
Binance Alpha Evening News
Tonight at 9 PM, old coins are expected to reach a level of 30u
Tomorrow night from 8 PM to 10 PM, new Pre-tge ESP token launch, requiring 3 BNB
Token price 0.0696, quota of 1.5% of the total amount of 53,850,000
Historically, great projects emerge from Pre, this project has raised 60 million USD and remains a zk privacy coin in the L1 series.
Are we all rushing for tomorrow?
Score recommendation WMTX, follow the main squad.
@Plasma There are still two days left for settlement, it can be seen that the brothers rushing to the leaderboard these two days are very strong, points are rising quickly, hoping XPL can stabilize the price.
Plasma is a market-recognized L1 stablecoin payment chain in cooperation with Tether, very suitable for users who frequently transfer, without expensive Gas fees! Just a simple promise of no Gas in your face.
Use Plasma chain for transfers! Enjoy the best service.
#plasma $XPL
#ETH #xrp #bnb
Tonight at 9 PM, old coins are expected to reach a level of 30u
Tomorrow night from 8 PM to 10 PM, new Pre-tge ESP token launch, requiring 3 BNB
Token price 0.0696, quota of 1.5% of the total amount of 53,850,000
Historically, great projects emerge from Pre, this project has raised 60 million USD and remains a zk privacy coin in the L1 series.
Are we all rushing for tomorrow?
Score recommendation WMTX, follow the main squad.
@Plasma There are still two days left for settlement, it can be seen that the brothers rushing to the leaderboard these two days are very strong, points are rising quickly, hoping XPL can stabilize the price.
Plasma is a market-recognized L1 stablecoin payment chain in cooperation with Tether, very suitable for users who frequently transfer, without expensive Gas fees! Just a simple promise of no Gas in your face.
Use Plasma chain for transfers! Enjoy the best service.
#plasma $XPL
#ETH #xrp #bnb
The big big big big hairy one is coming again! How many points do you all have!
Tomorrow night from 8 PM to 10 PM, get ready with your 3 BNB!
The brand new Pre-Tge Espresso (ESP) will start its presale tomorrow! A zk privacy coin with 60 million financing! Top institutional investment.
In the past, pre-tge was basically all big hairy ones, and even if it wasn't a big hairy one, there were contracts that directly soared, can you hold on?
@Vanarchain The recent ecosystem is getting hotter and hotter, and the project party has also created a task table for tasks, dividing at least 200-300u for the leaderboard, and Vanar's chain games and other aspects are very good, plus you can earn while playing games. The project party is also very ambitious, claiming to bring 3 billion users to Web3! At the same time, they are collaborating with two giants, Nvidia and Google. Always pay attention to Vanar's new narrative bringing a new AI game ecosystem narrative!
#vanar $VANRY
#BTC #bnb #ETH
Tomorrow night from 8 PM to 10 PM, get ready with your 3 BNB!
The brand new Pre-Tge Espresso (ESP) will start its presale tomorrow! A zk privacy coin with 60 million financing! Top institutional investment.
In the past, pre-tge was basically all big hairy ones, and even if it wasn't a big hairy one, there were contracts that directly soared, can you hold on?
@Vanarchain The recent ecosystem is getting hotter and hotter, and the project party has also created a task table for tasks, dividing at least 200-300u for the leaderboard, and Vanar's chain games and other aspects are very good, plus you can earn while playing games. The project party is also very ambitious, claiming to bring 3 billion users to Web3! At the same time, they are collaborating with two giants, Nvidia and Google. Always pay attention to Vanar's new narrative bringing a new AI game ecosystem narrative!
#vanar $VANRY
#BTC #bnb #ETH
Can 233 win?
The latest Pre-tge big wave is coming! ESPRESSO pre-sale activity requires 3BNB
From 8 PM to 10 PM on February 10! Will 225 be available to eat?
Led by a16z, Electric Capital, and Greylock, raising 60 million USD!
This is also an L1 chain of the ZK privacy series! Will this wave outshine ZAMA?
Recently, BNB has also dropped in price; I will buy 3 BNBs to prepare for the new listing tomorrow!
@Plasma will conclude in 2 days, and the rewards for the top 500 are still quite good. Plasma mainly focuses on the payment chain business, with zero transfer fees. Backed by Tether's collaboration, transfers to the chain can be completed in just 20ms, making speed and fees the optimal choice for payment chains!
#plasma $XPL
#bnb #ETH
From 8 PM to 10 PM on February 10! Will 225 be available to eat?
Led by a16z, Electric Capital, and Greylock, raising 60 million USD!
This is also an L1 chain of the ZK privacy series! Will this wave outshine ZAMA?
Recently, BNB has also dropped in price; I will buy 3 BNBs to prepare for the new listing tomorrow!
@Plasma will conclude in 2 days, and the rewards for the top 500 are still quite good. Plasma mainly focuses on the payment chain business, with zero transfer fees. Backed by Tether's collaboration, transfers to the chain can be completed in just 20ms, making speed and fees the optimal choice for payment chains!
#plasma $XPL
#bnb #ETH
Plasma is quietly waiting for a 'hunt'
In the Q1 market, retail investors must have this feeling.
It is not the feeling of a sharp drop to numbness, but a more painful one - slowly shrinking, slowly losing confidence over time.
You can't even clearly say whether it is the price that is killing you or the emotions that are draining you.
There is also that feeling of sharpening knives towards pigs and sheep; we are that lamb waiting to be slaughtered.
Later, I gradually realized a problem:
In the current market, 'slow projects' are no longer allowed to exist.
Updates need to be fast, narratives need to be dense, preferably three posts a day, and weekly project progress reports.
It is not the feeling of a sharp drop to numbness, but a more painful one - slowly shrinking, slowly losing confidence over time.
You can't even clearly say whether it is the price that is killing you or the emotions that are draining you.
There is also that feeling of sharpening knives towards pigs and sheep; we are that lamb waiting to be slaughtered.
Later, I gradually realized a problem:
In the current market, 'slow projects' are no longer allowed to exist.
Updates need to be fast, narratives need to be dense, preferably three posts a day, and weekly project progress reports.
Can you still earn 1000u a month?
Let's take stock of where we small investors can still make some gains recently.
1. Binance Alpha, everyone is familiar with it, right? The Alpha launched by the universe has also been going on for quite a while, but recently there have been many layoffs, with the number of active users dropping from just over 200,000 to 180,000. The overall market situation is too poor, and very few project teams are willing to launch at this time for TGE, tentatively estimated at 200-400 (without any cuts?)
2. Some Easy Booster, there's no need to look at this one as it hasn't opened high FY, and it seems to have been quiet for quite some time. With high FY, 100 is not a problem?
3. Binance Creator Tasks: This cycle counts for half a month to a month across two nodes, recently @Vanarchain had an event, with single entries ranking around 300u, and some other project rankings even reach 600-1000! Vanar mainly focuses on Web3 AI, game ecosystems, and entertainment projects, and has previously collaborated with Google and Nvidia! It has also broken its ATH, so we can expect the next AI narrative to bring a big market for Vanar!
Different mechanisms, tentatively estimated at 300-1500u!
What do you all think?
#vanar $VANRY
#ETH #xrp
Let's take stock of where we small investors can still make some gains recently.
1. Binance Alpha, everyone is familiar with it, right? The Alpha launched by the universe has also been going on for quite a while, but recently there have been many layoffs, with the number of active users dropping from just over 200,000 to 180,000. The overall market situation is too poor, and very few project teams are willing to launch at this time for TGE, tentatively estimated at 200-400 (without any cuts?)
2. Some Easy Booster, there's no need to look at this one as it hasn't opened high FY, and it seems to have been quiet for quite some time. With high FY, 100 is not a problem?
3. Binance Creator Tasks: This cycle counts for half a month to a month across two nodes, recently @Vanarchain had an event, with single entries ranking around 300u, and some other project rankings even reach 600-1000! Vanar mainly focuses on Web3 AI, game ecosystems, and entertainment projects, and has previously collaborated with Google and Nvidia! It has also broken its ATH, so we can expect the next AI narrative to bring a big market for Vanar!
Different mechanisms, tentatively estimated at 300-1500u!
What do you all think?
#vanar $VANRY
#ETH #xrp
The memories that no one cares about may be the turning point for the AI Vanar Chain.
When the market cools down, attention quickly becomes utilitarian.
Without data for sustained growth, there is no room for discussion;
Without stories that provide short-term stimulation, there is no momentum for dissemination.
Stopping at a low point seems to be the 'forgotten ones of the AI chain.'
Without discussing prices, we turn our attention to the use cases themselves, and you will find
choices are very counter to the market.
Currently, most AI projects still emphasize model capabilities, reasoning speed, and the emergence of intelligence,
focusing on a less glamorous issue:
Why does a system, once interrupted, equal starting over?
Without data for sustained growth, there is no room for discussion;
Without stories that provide short-term stimulation, there is no momentum for dissemination.
Stopping at a low point seems to be the 'forgotten ones of the AI chain.'
Without discussing prices, we turn our attention to the use cases themselves, and you will find
choices are very counter to the market.
Currently, most AI projects still emphasize model capabilities, reasoning speed, and the emergence of intelligence,
focusing on a less glamorous issue:
Why does a system, once interrupted, equal starting over?
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