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šŸŸ å°ēŗ¢ä¹¦/Bē«™ļ¼šå…ƒęŽ¢Discovery | šŸ”µęŽØē‰¹@YTDiscovery921 | é¦™ęøÆęŸåŒŗå—é“¾å®žéŖŒå®¤ē ”ē©¶Blockchain & AI
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怐Safe withdrawal in the cryptocurrency circle怑-Sharing based on practical experienceSeeing that many people are paying attention to Xiao Erduo's post, it shows that people are still very concerned about the safe withdrawal of cryptocurrencies. I am a person who likes to tinker, and I have opened a lot of accounts in exchanges, banks, securities companies, and financial institutions. Many common channels on the market are either unsafe or have high losses. How can I withdraw funds safely with the least amount of money? The reason why C2C is unsafe is that the path of funds is from individual to oneself, which makes it easy to receive black money. Therefore, the core of security is actually to add an institution in this process, that is, the path becomes any entity → institution → oneself. With this idea, you can actually DIY the so-called safe withdrawal path at will. Of course, the institution in the middle needs to be as compliant and safe as possible.

怐Safe withdrawal in the cryptocurrency circle怑-Sharing based on practical experience

Seeing that many people are paying attention to Xiao Erduo's post, it shows that people are still very concerned about the safe withdrawal of cryptocurrencies. I am a person who likes to tinker, and I have opened a lot of accounts in exchanges, banks, securities companies, and financial institutions. Many common channels on the market are either unsafe or have high losses. How can I withdraw funds safely with the least amount of money?

The reason why C2C is unsafe is that the path of funds is from individual to oneself, which makes it easy to receive black money. Therefore, the core of security is actually to add an institution in this process, that is, the path becomes any entity → institution → oneself. With this idea, you can actually DIY the so-called safe withdrawal path at will. Of course, the institution in the middle needs to be as compliant and safe as possible.
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Although the overall market is very bad from the indicators, ETF spot has been outflowing for many consecutive days, and the fear and greed index has immediately fallen to fear, but Metaplanet, a Japanese listed company, announced that its board of directors has approved the use of 1 billion yen (about 6.26 million US dollars) to purchase Bitcoin. The address starting with 0xdbf is suspected to be Justin Sun. 4,629 ETH were withdrawn from Binance today, with an average price of 3,472 US dollars. Is the bull really gone? Or is it the calm before the big rage? #ETHšŸ”„šŸ”„šŸ”„šŸ”„
Although the overall market is very bad from the indicators, ETF spot has been outflowing for many consecutive days, and the fear and greed index has immediately fallen to fear, but

Metaplanet, a Japanese listed company, announced that its board of directors has approved the use of 1 billion yen (about 6.26 million US dollars) to purchase Bitcoin.

The address starting with 0xdbf is suspected to be Justin Sun. 4,629 ETH were withdrawn from Binance today, with an average price of 3,472 US dollars.

Is the bull really gone? Or is it the calm before the big rage?

#ETHšŸ”„šŸ”„šŸ”„šŸ”„
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Using CMC's API and Deflama's data to look at OKX's recent fund flows and 24-hour trading volume changes, I have to say that this wave of negative impact on OK is quite large. On the 8th, it fell two-thirds from its high point. Based on the contract fee of 0.02%, it lost $4 million directly. After excluding the commission fee, assuming that OKX itself only takes 50%, it lost $2 million. No wonder Xu himself was involved.
Using CMC's API and Deflama's data to look at OKX's recent fund flows and 24-hour trading volume changes, I have to say that this wave of negative impact on OK is quite large.

On the 8th, it fell two-thirds from its high point. Based on the contract fee of 0.02%, it lost $4 million directly. After excluding the commission fee, assuming that OKX itself only takes 50%, it lost $2 million. No wonder Xu himself was involved.
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DWF transferred 300,000 USDT to the address of the suspected $SIDUS project two hours ago, and the price has been falling for 8 consecutive days. Is this preparing to pull the market? I'm betting on some contracts with a small position~ It is suspected that this label is because I typed it myself. I saw that this address called the token main contract through the proxy contract, and it is likely to be the project party~ #memeęæå—å…³ę³Øēƒ­ē‚¹ #GameFi
DWF transferred 300,000 USDT to the address of the suspected $SIDUS project two hours ago, and the price has been falling for 8 consecutive days. Is this preparing to pull the market? I'm betting on some contracts with a small position~

It is suspected that this label is because I typed it myself. I saw that this address called the token main contract through the proxy contract, and it is likely to be the project party~

#memeęæå—å…³ę³Øēƒ­ē‚¹ #GameFi
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Bullish
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$NOT rose so fast, was it DWF that made the market? The head of DWF sent a tweet, and NOT liked it.
$NOT rose so fast, was it DWF that made the market? The head of DWF sent a tweet, and NOT liked it.
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Particle Launchpad $24,350,000The joint activities of Particle Launchpad and Bitlayer include four projects: Lorenzo ($LRZ), bitCow ($BCOW), Avalon Finance ($AVAF) and Pell ($PELL), with a total of $24,350,000 worth of tokens distributed, and new users will enjoy a 20% bonus. There is an opportunity to kill two birds with one stone. Many activities of Particle and Bitlayer overlap. Try to participate in Bitlayer activities with the wallet that participates in Particle activities. In addition, Particle Launchpad is a shared points. Ranking independence is equivalent to completing a project, and the points can still be used to rank and earn tokens in another project.

Particle Launchpad $24,350,000

The joint activities of Particle Launchpad and Bitlayer include four projects: Lorenzo ($LRZ), bitCow ($BCOW), Avalon Finance ($AVAF) and Pell ($PELL), with a total of $24,350,000 worth of tokens distributed, and new users will enjoy a 20% bonus.

There is an opportunity to kill two birds with one stone. Many activities of Particle and Bitlayer overlap. Try to participate in Bitlayer activities with the wallet that participates in Particle activities. In addition, Particle Launchpad is a shared points.
Ranking independence is equivalent to completing a project, and the points can still be used to rank and earn tokens in another project.
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Trump accepts cryptocurrency donations and directly steps on Biden's red tape. Why did the SEC change its attitude? Because SEC Chairman Gary and Biden are both Democrats, they also want to count votes šŸ˜‚
Trump accepts cryptocurrency donations and directly steps on Biden's red tape. Why did the SEC change its attitude? Because SEC Chairman Gary and Biden are both Democrats, they also want to count votes šŸ˜‚
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Bullish
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Let me share the application status of the current $ETH spot ETF institutions. To be honest, I was numb when I saw Grayscale's holdings. Think about Bitcoin, why did it fall for half a month after the ETF was approved? It's all thanks to Grayscale's daily smashing.
Let me share the application status of the current $ETH spot ETF institutions. To be honest, I was numb when I saw Grayscale's holdings. Think about Bitcoin, why did it fall for half a month after the ETF was approved? It's all thanks to Grayscale's daily smashing.
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$Ore - Bitcoin Mining Tutorial on SolanaWhat is Ore? $Ore is a mining token on the Solana chain retweeted by the founder of Solana. It has no reservations and is mined fairly. One Ore is produced every minute. It takes forty years to mine 21 million Ore. It is jokingly called $BTC on Solana. The current price of one $Ore is about 853U (fluctuates greatly, between 200-3000) Dexscreener screenshots How to dig? Mining directly through the web page: https://ore.supply/home Command line mining (Linux or Mac system, follow the following steps) Install rust environmentcurl https://sh.rustup.rs -sSf | sh Install the Solana development environment

$Ore - Bitcoin Mining Tutorial on Solana

What is Ore?
$Ore is a mining token on the Solana chain retweeted by the founder of Solana. It has no reservations and is mined fairly. One Ore is produced every minute. It takes forty years to mine 21 million Ore. It is jokingly called $BTC on Solana. The current price of one $Ore is about 853U (fluctuates greatly, between 200-3000)

Dexscreener screenshots
How to dig?
Mining directly through the web page: https://ore.supply/home
Command line mining (Linux or Mac system, follow the following steps)
Install rust environmentcurl https://sh.rustup.rs -sSf | sh Install the Solana development environment
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Bullish
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Model predicts price today Currency: BNB-USDT contract Forecast date (Hong Kong time): 2024-02-02 Highest price: 307.29 Lowest price: 295.98 Closing price: 299.73 5% error prediction accuracy: {"Highest price": "0.94", "Lowest price": "0.99", "Close price": "0.91"} Interpretation: 20 times leverage, if the lowest price predicted by the model is opened today, the probability of liquidation is 1%. According to the model's predicted highest price, if the short position is opened today, the probability of liquidation is 6%. #å†…å®¹ęŒ–ēŸæ $BNB #ęœŗå™Øå­¦ä¹ 
Model predicts price today

Currency: BNB-USDT contract
Forecast date (Hong Kong time): 2024-02-02
Highest price: 307.29
Lowest price: 295.98
Closing price: 299.73

5% error prediction accuracy:
{"Highest price": "0.94", "Lowest price": "0.99", "Close price": "0.91"}

Interpretation: 20 times leverage, if the lowest price predicted by the model is opened today, the probability of liquidation is 1%. According to the model's predicted highest price, if the short position is opened today, the probability of liquidation is 6%.

#å†…å®¹ęŒ–ēŸæ $BNB #ęœŗå™Øå­¦ä¹ 
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Model predicts price today Currency: BNB-USDT contract Forecast date (Hong Kong time): 2024-02-01 Highest price: 312.32 Lowest price: 300.93 Closing price: 304.48 5% error prediction accuracy: {"Highest price": "0.94", "Lowest price": "0.99", "Close price": "0.91"} Interpretation: 20 times leverage, if the lowest price predicted by the model is opened today, the probability of liquidation is 1%. According to the model's predicted highest price, if the short position is opened today, the probability of liquidation is 6%. #å†…å®¹ęŒ–ēŸæ $BNB
Model predicts price today

Currency: BNB-USDT contract
Forecast date (Hong Kong time): 2024-02-01
Highest price: 312.32
Lowest price: 300.93
Closing price: 304.48

5% error prediction accuracy:
{"Highest price": "0.94", "Lowest price": "0.99", "Close price": "0.91"}

Interpretation: 20 times leverage, if the lowest price predicted by the model is opened today, the probability of liquidation is 1%. According to the model's predicted highest price, if the short position is opened today, the probability of liquidation is 6%.

#å†…å®¹ęŒ–ēŸæ $BNB
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Using LSTM neural network to predict BNB contract prices, the accuracy rate exceeds 90%!!!Model prediction for today: Date (Hong Kong time): 2024-01-29 Opening: 305.38 Highest: 311.98 Lowest: 299.17 Closing: 306.11 According to the test results, if you open a leverage of 20 times and go long at the predicted lowest price that day, your position will be liquidated The probability is only 1%. If you go short according to the highest price predicted for the day, the probability of liquidation is only 6%! ! ! Basic principles of LSTM LSTM (Long Short-Term Memory Network) is a special type of recurrent neural network (RNN) designed to solve the vanishing or exploding gradient problem encountered by traditional RNNs when processing long sequence data. It controls the flow of information by introducing three gates (forgetting gate, input gate and output gate) and a memory unit, which enables LSTM to effectively save and access long-term dependent information. The structure of these gates gives LSTM the flexibility to add or forget information, thereby more effectively capturing long-term dependencies when processing sequential data such as text or time series.

Using LSTM neural network to predict BNB contract prices, the accuracy rate exceeds 90%!!!

Model prediction for today: Date (Hong Kong time): 2024-01-29 Opening: 305.38 Highest: 311.98 Lowest: 299.17 Closing: 306.11 According to the test results, if you open a leverage of 20 times and go long at the predicted lowest price that day, your position will be liquidated The probability is only 1%. If you go short according to the highest price predicted for the day, the probability of liquidation is only 6%! ! !
Basic principles of LSTM
LSTM (Long Short-Term Memory Network) is a special type of recurrent neural network (RNN) designed to solve the vanishing or exploding gradient problem encountered by traditional RNNs when processing long sequence data. It controls the flow of information by introducing three gates (forgetting gate, input gate and output gate) and a memory unit, which enables LSTM to effectively save and access long-term dependent information. The structure of these gates gives LSTM the flexibility to add or forget information, thereby more effectively capturing long-term dependencies when processing sequential data such as text or time series.
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At the time of my tweet, $ally was minted 20 times and the gas was about 0.0007 eth The cost at that time was 0.0007Ć·20 = 0.000035 eth, which is about fifty cents RMB per piece Now you can only mint 10 times at a time and the gas is about 0.0012 eth The current cost is 0.0012Ć·10 = 0.00012 eth, which is about one yuan and nine yuan per piece The cost for those who fight in the later stage is 4 times that of the early stage. The current progress is 93%. @LineaBuild official website. With this popularity, the market price is not expected to be too low. Those who fight early will make money~ #铭ꖇ
At the time of my tweet, $ally was minted 20 times and the gas was about 0.0007 eth
The cost at that time was
0.0007Ć·20 = 0.000035 eth, which is about fifty cents RMB per piece

Now you can only mint 10 times at a time and the gas is about 0.0012 eth
The current cost is
0.0012Ć·10 = 0.00012 eth, which is about one yuan and nine yuan per piece

The cost for those who fight in the later stage is 4 times that of the early stage. The current progress is 93%. @LineaBuild official website. With this popularity, the market price is not expected to be too low. Those who fight early will make money~
#铭ꖇ
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Bearish
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Recently, the token price of $WLD has been soaring again. I checked the trend of large WLD. In the past week, Flow Traders has withdrawn more than $4.15 million worth of WLD tokens from exchanges such as Binance and Huobei to on-chain addresses. Three hours ago, it also withdrew WLD worth $1.9 million from Binance. Wintermute withdrew WLD worth $1.1 million from Binance in the past three days, and withdrew nearly $430,000 of WLD from Bybit and OK and transferred it to Binance. Generally speaking, market makers are mainly collecting funds, which may have caused the rise of WLD. The price should fall back when the current wave of market makers' operations is over.
Recently, the token price of $WLD has been soaring again. I checked the trend of large WLD.

In the past week, Flow Traders has withdrawn more than $4.15 million worth of WLD tokens from exchanges such as Binance and Huobei to on-chain addresses. Three hours ago, it also withdrew WLD worth $1.9 million from Binance.

Wintermute withdrew WLD worth $1.1 million from Binance in the past three days, and withdrew nearly $430,000 of WLD from Bybit and OK and transferred it to Binance.

Generally speaking, market makers are mainly collecting funds, which may have caused the rise of WLD. The price should fall back when the current wave of market makers' operations is over.
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The first repayment of wld is over, and the repayment process is sorted out$WLD The 25 million tokens that were agreed to be returned on the 24th were finally repaid today. I took a rough look at the token repayments of these market makers. Some of them felt more sincere, while others were so outrageous that I was confused! Let’s start with a table to provide an overview of market makers’ currency holdings. This time, the market maker address also includes the exclusive exchange deposit and withdrawal account address into the calculation, so the balance estimate will be more accurate. Let’s not talk about market makers whose account address balances have not changed much. For example, Wintermute and Amber Group repaid a total of 21 million tokens yesterday, but today’s 4 million tokens were repaid directly from the Binance exchange. Most likely, Flow Traders and GSR Markets also.

The first repayment of wld is over, and the repayment process is sorted out

$WLD The 25 million tokens that were agreed to be returned on the 24th were finally repaid today. I took a rough look at the token repayments of these market makers. Some of them felt more sincere, while others were so outrageous that I was confused!
Let’s start with a table to provide an overview of market makers’ currency holdings. This time, the market maker address also includes the exclusive exchange deposit and withdrawal account address into the calculation, so the balance estimate will be more accurate.

Let’s not talk about market makers whose account address balances have not changed much. For example, Wintermute and Amber Group repaid a total of 21 million tokens yesterday, but today’s 4 million tokens were repaid directly from the Binance exchange. Most likely, Flow Traders and GSR Markets also.
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Bearish
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$WLD This means that the market makers can play whatever they want, and the project side will accompany them to cut the leeks? The project team can just change the currency repayment rules at will. The newly changed rules are to repay 25 million coins on the 24th. By the 25th, only two market makers (Wintermute and Amber Group) had repaid the coins, and the total amount had only reached 21 million, with 4 million still outstanding! Amber Group paid back the 5 million just four hours ago...
$WLD This means that the market makers can play whatever they want, and the project side will accompany them to cut the leeks?

The project team can just change the currency repayment rules at will. The newly changed rules are to repay 25 million coins on the 24th. By the 25th, only two market makers (Wintermute and Amber Group) had repaid the coins, and the total amount had only reached 21 million, with 4 million still outstanding! Amber Group paid back the 5 million just four hours ago...
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Bearish
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That’s outrageous. How does $WLD work? Is the rule for repaying 25 million coins just that the five companies can repay it as they please? Wintermute just paid back another 8 million! The family paid back 16 million. Does this rule mean that you can play however you want?
That’s outrageous. How does $WLD work? Is the rule for repaying 25 million coins just that the five companies can repay it as they please? Wintermute just paid back another 8 million! The family paid back 16 million. Does this rule mean that you can play however you want?
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Bearish
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The $WLD currency repayment rule has indeed been extended. The current rule is 1ļøāƒ£On October 24, the market maker only needs to return 25 million tokens (originally 100 million tokens), or buy any number of tokens (that is, even if it is not enough, just buy the difference). 2ļøāƒ£The remaining 75 million will be deferred until December 15th. The currency must be returned or bought at the agreed price. The price follows: $2.00 + ($0.04 * X), ​​where X is the number of borrowed coins divided by 1 million.
The $WLD currency repayment rule has indeed been extended. The current rule is

1ļøāƒ£On October 24, the market maker only needs to return 25 million tokens (originally 100 million tokens), or buy any number of tokens (that is, even if it is not enough, just buy the difference).

2ļøāƒ£The remaining 75 million will be deferred until December 15th. The currency must be returned or bought at the agreed price. The price follows: $2.00 + ($0.04 * X), ​​where X is the number of borrowed coins divided by 1 million.
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