单币a3
穷穷底层凡人一个，目前目标是单币a3
Occasional Trader
4 Years
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109 Followers
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The impact of Google turboquant on AI's future
Continuing today's Google turboquant
@xingpt Brother's article hits the point
The saved HBM space will not be considered as cost savings, but will be used for three things:
Longer context windows: used to only read one article, now can read a hundred books at once
Larger Batch Size: the same graphics card can serve more users simultaneously
Edge AI explosion: stuffing large models into phones and PCs
Don't understand? Here's a Tldr beginner version ambush version
One of the true confirmed big winners in Ai2.0 - Guangtong
@xingpt Brother's article hits the point
The saved HBM space will not be considered as cost savings, but will be used for three things:
Longer context windows: used to only read one article, now can read a hundred books at once
Larger Batch Size: the same graphics card can serve more users simultaneously
Edge AI explosion: stuffing large models into phones and PCs
Don't understand? Here's a Tldr beginner version ambush version
One of the true confirmed big winners in Ai2.0 - Guangtong
PINNED
$GAIN Am I really a fool? ... I just started my job again the day before yesterday ... I casually checked this ... then unintentionally forgot to sell this ... I wanted to think it over ... sell it after waking up ... but when I woke up, the sky had fallen ... I'm crying to death ... I set out on a mission and ended up dead ... I didn’t expect to encounter a scam coin ... the team ran away so fast @币安广场
AI agents can surpass and replace cybersecurity
It seems AI agents have really been overhyped
Can AI agents surpass in solving cybersecurity?
AI makes everything possible, but possible does not mean viable; the hidden costs down the line could be extremely high.
#Cloudflare #NET
-Software, cybersecurity, a bit of hardware
-Even if AI replaces certain functions of software, the physical layer demands will not change; lower latency and CDN services are still required
-AI has caused an increase in traffic
-What if costs are increased based on the use of AI agents?
#CrowdStrike #CRWD
-Many people use OpenClaw, granting excessive permissions to AI agents, which may lead to severe cybersecurity disasters in the future
Can AI agents surpass in solving cybersecurity?
AI makes everything possible, but possible does not mean viable; the hidden costs down the line could be extremely high.
#Cloudflare #NET
-Software, cybersecurity, a bit of hardware
-Even if AI replaces certain functions of software, the physical layer demands will not change; lower latency and CDN services are still required
-AI has caused an increase in traffic
-What if costs are increased based on the use of AI agents?
#CrowdStrike #CRWD
-Many people use OpenClaw, granting excessive permissions to AI agents, which may lead to severe cybersecurity disasters in the future
Waking up confused! What kind of wealth code is hidden behind the crazy 1% hourly funding rate of $RIVER?
🤯 It's a rare sight: a 1% funding rate per hour, what does this concept even mean?
This morning, it seems that the entire cryptocurrency data observers were shocked by $RIVER .
A funding rate of 1% per hour has somehow been maintained for so many hours! This means that if you hold a short position, nearly 24% of your principal will be deducted every 24 hours. Such extreme basis and sentiment are indeed rare in the recent market.
📊 The extreme fragmentation of data: a funding rate of 1.5M per hour vs 1M liquidity
What is most chilling to consider is this data comparison:
This morning, it seems that the entire cryptocurrency data observers were shocked by $RIVER .
A funding rate of 1% per hour has somehow been maintained for so many hours! This means that if you hold a short position, nearly 24% of your principal will be deducted every 24 hours. Such extreme basis and sentiment are indeed rare in the recent market.
📊 The extreme fragmentation of data: a funding rate of 1.5M per hour vs 1M liquidity
What is most chilling to consider is this data comparison:
Finally... a slow death
$YALA Liquidity Depth Analysis Report: Huge Tear Between CEX and On-chain
⚠️ $YALA Liquidity Depth Analysis Report: Huge Tear Between CEX and On-chain
We can clearly see how the market makers maintain the price stability. This is a typical structure of internal strength and external weakness: creating an illusion through orders on centralized exchanges (CEX), while on-chain (DEX), although there is some capital, it is extremely vulnerable compared to potential selling pressure.
1. Exchange Order Book: Artificial 'Breakwater' (Figure 1)
Binance's buy and sell order situation.
• Phenomenon:
• Huge Buy Wall: Notice the buy orders (green part), where 2.12 million tokens are accumulated around 0.04650 (worth about 100,000 USD).
We can clearly see how the market makers maintain the price stability. This is a typical structure of internal strength and external weakness: creating an illusion through orders on centralized exchanges (CEX), while on-chain (DEX), although there is some capital, it is extremely vulnerable compared to potential selling pressure.
1. Exchange Order Book: Artificial 'Breakwater' (Figure 1)
Binance's buy and sell order situation.
• Phenomenon:
• Huge Buy Wall: Notice the buy orders (green part), where 2.12 million tokens are accumulated around 0.04650 (worth about 100,000 USD).
$RIVER This coin was fudged due to points issue
The team has money
High control
Currently, Binance fee -0.8, Bybit -2%
CVD observed that smart money is shorting on Binance and going long on Bybit to profit from the fee spread
Will something happen...?
The team has money
High control
Currently, Binance fee -0.8, Bybit -2%
CVD observed that smart money is shorting on Binance and going long on Bybit to profit from the fee spread
Will something happen...?
$YALA Liquidity Depth Analysis Report: Huge Tear Between CEX and On-chain
⚠️ $YALA Liquidity Depth Analysis Report: Huge Tear Between CEX and On-chain
We can clearly see how the market makers maintain the price stability. This is a typical structure of internal strength and external weakness: creating an illusion through orders on centralized exchanges (CEX), while on-chain (DEX), although there is some capital, it is extremely vulnerable compared to potential selling pressure.
1. Exchange Order Book: Artificial 'Breakwater' (Figure 1)
Binance's buy and sell order situation.
• Phenomenon:
• Huge Buy Wall: Notice the buy orders (green part), where 2.12 million tokens are accumulated around 0.04650 (worth about 100,000 USD).
We can clearly see how the market makers maintain the price stability. This is a typical structure of internal strength and external weakness: creating an illusion through orders on centralized exchanges (CEX), while on-chain (DEX), although there is some capital, it is extremely vulnerable compared to potential selling pressure.
1. Exchange Order Book: Artificial 'Breakwater' (Figure 1)
Binance's buy and sell order situation.
• Phenomenon:
• Huge Buy Wall: Notice the buy orders (green part), where 2.12 million tokens are accumulated around 0.04650 (worth about 100,000 USD).
We are witnessing a typical case of high control over the market
📉 $YALA Token chain and market anomaly analysis report
We are witnessing a typical case of high control over the market
Conclusion:
1. On-chain bubble chart (Bubble Maps): A 'ticking time bomb' of extreme market control
• Data Interpretation: The image shows a large number of massive, interconnected green bubbles (Clusters).
• Connecting lines mean there are frequent fund flows between these wallets, usually belonging to the same entity (project parties, early investors, or main market makers).
• Bubble size represents the holding amount.
• What is happening: Chips are highly concentrated.
• This explains why prices can still rise despite rumors of 'project running away'. Because the vast majority of the circulating supply is not in the hands of retail investors, but in the hands of these associated wallets.
We are witnessing a typical case of high control over the market
Conclusion:
1. On-chain bubble chart (Bubble Maps): A 'ticking time bomb' of extreme market control
• Data Interpretation: The image shows a large number of massive, interconnected green bubbles (Clusters).
• Connecting lines mean there are frequent fund flows between these wallets, usually belonging to the same entity (project parties, early investors, or main market makers).
• Bubble size represents the holding amount.
• What is happening: Chips are highly concentrated.
• This explains why prices can still rise despite rumors of 'project running away'. Because the vast majority of the circulating supply is not in the hands of retail investors, but in the hands of these associated wallets.
Bought in on the first day
$LYN top10 is not simple, it's either going back to zero or pulling hard when you don't know.
$YALA This guy seems to have run away... The media hasn't reported it yet, check the chain... Betting a little on shorting... Hope he dies quickly.
S
YALAUSDT
Perp
Closed
PNL
+6.06USDT
adl
$HIPPO What is going on with my family? I haven't closed my position, who is operating? Can Binance control my phone? Is this possible? Can a big shot say something fair (I originally made more than this)?
Which one needs to be paid for?
颜驰Bit
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The spring brother of the market can never be cut off~
When you seek absolutes in the market, you are not far from being cut~ #BTC
🎈Come, in the comments, tell me about your paid cutting experience~😄
When you seek absolutes in the market, you are not far from being cut~ #BTC
🎈Come, in the comments, tell me about your paid cutting experience~😄
Every minute shout wlfi trump, it can become, you and Trump cooperate to cut the coin circle
颜驰Bit
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How dare the local dog shout 😂
When the imitation falls, they say I conspired with the project party. Isn't it even harder to clear the local dog's name when it falls?
When the imitation falls, they say I conspired with the project party. Isn't it even harder to clear the local dog's name when it falls?
Join the Observation Coin
链研社lianyanshe
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Recently, I've seen too many projects related to AI + Crypto. Many projects are just engaging in narrative hype without solving a core problem: how can AI truly help ordinary people, or creators, turn "creativity" into "income"?
I recently noticed a project called AKEDO that seems to have figured this out.
They are not creating another AI model, but rather aiming to truly connect AI and the UGC creation chain. The most interesting part is not the "AI generates everything"—directly generating games, short videos, and 3D assets is indeed cool, lowering the creative barrier to the ground and providing scalability for "produce on demand." Beyond this, the real highlight is that AKEDO is preparing to launch a UGC Meme launchpad.
The things you create using AI, whether they are games, memes, or 3D assets, can be tokenized into Meme tokens with one click, circulating and trading directly on the platform. This completely connects "creation" and "assets," providing a real monetization outlet.
This model immediately reminded me of Virtuals. Virtuals tokenizes AI Agents and revolves around meme narratives about Agents, previously scaling from a market cap of 100 million to 5 billion, which is very impressive. AKEDO's logic is quite similar, but its entry point is more direct—it is focused on content creation memes.
If Virtuals is the meme leader of AI Agents, then AKEDO has great potential to become the UGC version of Virtuals in the BNB Chain ecosystem. This is a complete game changer. Your "creation" is no longer just posted on a platform waiting for likes; it becomes a native, tradable asset. This essentially opens the "exit" for AI creations.
If they are smart, they could generate attention when the launchpad goes live by creating a meme to leverage the network's传播效应, making the token a liquidity hub within the system. From supply (AI creations) to distribution and then to trading, the entire chain is taken care of.
So, pay attention to $AKE , not because its AI concept is groundbreaking, but because it’s finding a real landing scenario for AI creation, allowing UGC to naturally possess a path to assetization and trading.
Of course, whether this can succeed depends not on sentiment, but on the actual density of creators and content circulation after the launchpad goes live. The concept has been discussed; the next step is to see if the actual trading loop can take off.
This matter is worth keeping an eye on.
{alpha}(560x2c3a8ee94ddd97244a93bc48298f97d2c412f7db)
I recently noticed a project called AKEDO that seems to have figured this out.
They are not creating another AI model, but rather aiming to truly connect AI and the UGC creation chain. The most interesting part is not the "AI generates everything"—directly generating games, short videos, and 3D assets is indeed cool, lowering the creative barrier to the ground and providing scalability for "produce on demand." Beyond this, the real highlight is that AKEDO is preparing to launch a UGC Meme launchpad.
The things you create using AI, whether they are games, memes, or 3D assets, can be tokenized into Meme tokens with one click, circulating and trading directly on the platform. This completely connects "creation" and "assets," providing a real monetization outlet.
This model immediately reminded me of Virtuals. Virtuals tokenizes AI Agents and revolves around meme narratives about Agents, previously scaling from a market cap of 100 million to 5 billion, which is very impressive. AKEDO's logic is quite similar, but its entry point is more direct—it is focused on content creation memes.
If Virtuals is the meme leader of AI Agents, then AKEDO has great potential to become the UGC version of Virtuals in the BNB Chain ecosystem. This is a complete game changer. Your "creation" is no longer just posted on a platform waiting for likes; it becomes a native, tradable asset. This essentially opens the "exit" for AI creations.
If they are smart, they could generate attention when the launchpad goes live by creating a meme to leverage the network's传播效应, making the token a liquidity hub within the system. From supply (AI creations) to distribution and then to trading, the entire chain is taken care of.
So, pay attention to $AKE , not because its AI concept is groundbreaking, but because it’s finding a real landing scenario for AI creation, allowing UGC to naturally possess a path to assetization and trading.
Of course, whether this can succeed depends not on sentiment, but on the actual density of creators and content circulation after the launchpad goes live. The concept has been discussed; the next step is to see if the actual trading loop can take off.
This matter is worth keeping an eye on.
{alpha}(560x2c3a8ee94ddd97244a93bc48298f97d2c412f7db)
Why not koge
Quoted content has been removed
#WAL $WAL walrus is the future of $SUI , high control, the foundation has money, the facade of mystenlab, the basis for connecting the narrative to Wall Street. Today, what you bought for 0.24 will be 2.4 in the future! To change your #币安人生 , you need to hold 1000 dollars of walrus. #币安HODLer空投TURTLE
You can also use your fingers, hahaha
颜驰Bit
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Ah, I'm a beginner, I don't know how to draw trend lines?
As long as you're not dumb, you'll be fine 🙄 #ETH
As long as you're not dumb, you'll be fine 🙄 #ETH
Indeed a good brother's
Carefully read my article; there are a bunch of wealth codes inside, but the points I require are very strict. There's no way around it; Zhuge Liang was always cautious! #BNB创新高
$YB
{future}(YBUSDT)
$YB
{future}(YBUSDT)
😂You're very bad haha
颜驰Bit
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🎈Yesterday I said, this position, I want to short, don't stop me! Tens of thousands of views, hundreds of likes!
1. I said, the teacher who stopped you from shorting yesterday, wasn't he the one who stopped you from going long the day before and told you it would test twice? 😄
2. I said, the teacher who stopped you from shorting yesterday, wasn't he the one who told you that it broke through yesterday, very strong, should pull back to go long? 😁
3. I said, you said, you said ah! And now the teacher says: Look, I told you it would test twice, right? Then for the positions set up for you to go short, pretend not to see it! 🙈
I'm bad~
🎈Use the invitation link below, not only can you get a fee waiver, but you can also receive teaching and alert services~
🔸Rebate link https://www.binance.com/join?ref=YCYCYC
1. I said, the teacher who stopped you from shorting yesterday, wasn't he the one who stopped you from going long the day before and told you it would test twice? 😄
2. I said, the teacher who stopped you from shorting yesterday, wasn't he the one who told you that it broke through yesterday, very strong, should pull back to go long? 😁
3. I said, you said, you said ah! And now the teacher says: Look, I told you it would test twice, right? Then for the positions set up for you to go short, pretend not to see it! 🙈
I'm bad~
🎈Use the invitation link below, not only can you get a fee waiver, but you can also receive teaching and alert services~
🔸Rebate link https://www.binance.com/join?ref=YCYCYC
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