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FHE如何重塑 Web3隐私计算生态?#MindNetwork全同态加密FHE重塑AI未来 FHE是一种允许在加密数据上直接进行计算的密码学技术,被视为“Holy Grail”,相较ZKP、TEE等热门技术叙事处于相对冷门的位置,核心主要受困于开销和应用场景等。 而Mind Network正是专注于FHE的基础设施,并推出了专注于AI Agent的FHE Chain——MindChain,尽管其融资了超千万美元,也经历了数年的技术耕耘,但受限于FHE本身,市场关注仍被低估。 不过,最近Mind Network却围绕AI 应用场景推出了不少利好消息,比如,其开发的FHE Rust SDK被开源大模型DeepSeek集成,成为AI 训练场景中的关键一环,为可信AI的实现提供了安全基础。为何FHE可以在AI 隐私计算中有所表现,能否借助AI Agent的叙事实现一次弯道超车 or 救赎吗? 简单而言:FHE全同态加密是一种可以直接作用在当前公链架构之上的密码学技术,允许在加密数据上直接进行加法、乘法等任意计算,而无需对数据进行先行解密。 换句话说,FHE技术的应用可以使得数据从输入到输出实现全程加密,即使维持公链共识做验

FHE如何重塑 Web3隐私计算生态?

#MindNetwork全同态加密FHE重塑AI未来 FHE是一种允许在加密数据上直接进行计算的密码学技术,被视为“Holy Grail”,相较ZKP、TEE等热门技术叙事处于相对冷门的位置,核心主要受困于开销和应用场景等。

而Mind Network正是专注于FHE的基础设施,并推出了专注于AI Agent的FHE Chain——MindChain,尽管其融资了超千万美元,也经历了数年的技术耕耘,但受限于FHE本身,市场关注仍被低估。

不过,最近Mind Network却围绕AI 应用场景推出了不少利好消息,比如,其开发的FHE Rust SDK被开源大模型DeepSeek集成,成为AI 训练场景中的关键一环,为可信AI的实现提供了安全基础。为何FHE可以在AI 隐私计算中有所表现,能否借助AI Agent的叙事实现一次弯道超车 or 救赎吗?

简单而言:FHE全同态加密是一种可以直接作用在当前公链架构之上的密码学技术,允许在加密数据上直接进行加法、乘法等任意计算,而无需对数据进行先行解密。

换句话说,FHE技术的应用可以使得数据从输入到输出实现全程加密,即使维持公链共识做验
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#阿布扎比稳定币 Reuters: Abu Dhabi Sovereign Wealth Fund Plans to Collaborate with Multiple Entities to Launch Dirham Stablecoin Abu Dhabi Sovereign Wealth Fund ADQ, corporate group IHC (HC.AD), and the largest bank by asset size in the UAE, First Abu Dhabi Bank (FAB.AD), announced on Monday plans to launch a new stablecoin backed by the dirham, the official currency of the United Arab Emirates (UAE). The three companies stated in a statement that the stablecoin will be fully regulated by the Central Bank of the UAE. This initiative marks a deepening of investment in the cryptocurrency sector by Gulf countries.
#阿布扎比稳定币 Reuters: Abu Dhabi Sovereign Wealth Fund Plans to Collaborate with Multiple Entities to Launch Dirham Stablecoin Abu Dhabi Sovereign Wealth Fund ADQ, corporate group IHC (HC.AD), and the largest bank by asset size in the UAE, First Abu Dhabi Bank (FAB.AD), announced on Monday plans to launch a new stablecoin backed by the dirham, the official currency of the United Arab Emirates (UAE). The three companies stated in a statement that the stablecoin will be fully regulated by the Central Bank of the UAE. This initiative marks a deepening of investment in the cryptocurrency sector by Gulf countries.
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#亚利桑那比特币储备 Arizona Bit City The bill is about to go for a final vote in the House. The Arizona House will convene today at 1 PM local time. Bit City has several bills, SB1373 and SB1025, included in the agenda, and the final vote will be held. (BlockBeats)
#亚利桑那比特币储备 Arizona Bit City The bill is about to go for a final vote in the House. The Arizona House will convene today at 1 PM local time. Bit City has several bills, SB1373 and SB1025, included in the agenda, and the final vote will be held. (BlockBeats)
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#特朗普税改 Trump posted on Truth: "When tariffs are reduced, many people's income taxes will be significantly lowered, and may even be completely eliminated. The focus will be on those with an annual income of less than 200,000. Additionally, a large number of job opportunities have already been created, and new factories are currently being built or planned. This will be America's bonanza!! Foreign income services are happening!!!" Trump also stated, ... this is a crucial week for formulating the 'ONE, BIG, BEAUTIFUL Bill' which will include massive tax cuts, strong border security measures, significant military advances, substantial deregulation, robust spending reforms, and more!"
#特朗普税改 Trump posted on Truth: "When tariffs are reduced, many people's income taxes will be significantly lowered, and may even be completely eliminated. The focus will be on those with an annual income of less than 200,000. Additionally, a large number of job opportunities have already been created, and new factories are currently being built or planned. This will be America's bonanza!! Foreign income services are happening!!!" Trump also stated, ... this is a crucial week for formulating the 'ONE, BIG, BEAUTIFUL Bill' which will include massive tax cuts, strong border security measures, significant military advances, substantial deregulation, robust spending reforms, and more!"
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As a long-term sustainable core module in the B² ecosystem, BUZZ Farming provides another efficient way to participate in $B2 mining. Users can stake BTC assets on the HIVE page to not only continuously earn $B2 rewards but also simultaneously participate in the BUZZ Farming event (i.e., BUZZ Phase III), bringing additional incentives to their holdings. In this round of airdrops, all users who generate $B2 rewards through BUZZ Farming before the snapshot on April 18, 2025, will have their rewards released on the TGE day, as a return to every partner who continuously participates in ecosystem construction.
As a long-term sustainable core module in the B² ecosystem, BUZZ Farming provides another efficient way to participate in $B2 mining. Users can stake BTC assets on the HIVE page to not only continuously earn $B2 rewards but also simultaneously participate in the BUZZ Farming event (i.e., BUZZ Phase III), bringing additional incentives to their holdings.

In this round of airdrops, all users who generate $B2 rewards through BUZZ Farming before the snapshot on April 18, 2025, will have their rewards released on the TGE day, as a return to every partner who continuously participates in ecosystem construction.
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As of April 2025, the lawsuit between Ripple and the SEC has basically come to a close. The U.S. Court of Appeals has approved both parties' request to suspend the SEC's appeal process regarding the 2023 ruling, clearly indicating that both sides have reached an agreement. Ripple's legal team revealed that the SEC has decided not to appeal, officially accepting the judge's previous ruling that XRP's circulation on exchanges does not constitute a securities offering. According to the terms of the agreement, Ripple will pay a $50 million fine (which has previously been held in escrow by a third party), but does not admit to any wrongdoing or illegal activity. This outcome not only marks the end of the case but also represents a significant victory for Ripple in its long-term struggle.
As of April 2025, the lawsuit between Ripple and the SEC has basically come to a close. The U.S. Court of Appeals has approved both parties' request to suspend the SEC's appeal process regarding the 2023 ruling, clearly indicating that both sides have reached an agreement. Ripple's legal team revealed that the SEC has decided not to appeal, officially accepting the judge's previous ruling that XRP's circulation on exchanges does not constitute a securities offering.

According to the terms of the agreement, Ripple will pay a $50 million fine (which has previously been held in escrow by a third party), but does not admit to any wrongdoing or illegal activity. This outcome not only marks the end of the case but also represents a significant victory for Ripple in its long-term struggle.
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#特朗普暂停新关税 BlockBeats news, on April 26, Trump stated in a recent interview regarding tariffs that negotiations could be completed within the next three to four weeks. He emphasized that he would bring this ample knowledge and lead the negotiation process himself. Additionally, the latest semi-annual survey results from the Federal Reserve show that 73% of surveyed officials listed global trade risks as a primary financial stability concern, doubling from November last year; 27% of respondents also expressed concerns about the operation of the U.S. Treasury market. Bitunix analysts suggest: Trump's optimistic stance on the negotiation process has led to capital inflow into the crypto market, but given the uncertainties in policies and economic outlook, investors still need to manage risks cautiously, with short-term attention on whether it can hold the $94,000 support and adjust positions flexibly.
#特朗普暂停新关税 BlockBeats news, on April 26, Trump stated in a recent interview regarding tariffs that negotiations could be completed within the next three to four weeks. He emphasized that he would bring this ample knowledge and lead the negotiation process himself. Additionally, the latest semi-annual survey results from the Federal Reserve show that 73% of surveyed officials listed global trade risks as a primary financial stability concern, doubling from November last year; 27% of respondents also expressed concerns about the operation of the U.S. Treasury market. Bitunix analysts suggest: Trump's optimistic stance on the negotiation process has led to capital inflow into the crypto market, but given the uncertainties in policies and economic outlook, investors still need to manage risks cautiously, with short-term attention on whether it can hold the $94,000 support and adjust positions flexibly.
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Since its establishment, Ethereum has been experiencing one of its most unstable periods. The base layer usage has plummeted, core metrics are nearing multi-year lows, and even co-founder Vitalik Buterin has proposed a radical architectural reform plan. Institutional investors have not been idle. Blockchain data shows that long-term supporters like Galaxy Digital and Paradigm have been reducing their ETH holdings in recent weeks. Since April, Ethereum's base layer activity has continued to shrink. Network fees are declining, and inflation rates are rising. Although layer two networks continue to develop, they are encroaching on the value capture of the base layer. However, this story is not entirely about the decline of Ethereum. Some major whales are viewing this downturn as a rare buying opportunity. Even those investors who are selling ETH cannot completely let go.
Since its establishment, Ethereum has been experiencing one of its most unstable periods. The base layer usage has plummeted, core metrics are nearing multi-year lows, and even co-founder Vitalik Buterin has proposed a radical architectural reform plan.

Institutional investors have not been idle. Blockchain data shows that long-term supporters like Galaxy Digital and Paradigm have been reducing their ETH holdings in recent weeks.

Since April, Ethereum's base layer activity has continued to shrink. Network fees are declining, and inflation rates are rising. Although layer two networks continue to develop, they are encroaching on the value capture of the base layer.

However, this story is not entirely about the decline of Ethereum. Some major whales are viewing this downturn as a rare buying opportunity. Even those investors who are selling ETH cannot completely let go.
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Ethereum expands through multiple L2 networks, each with its unique transaction processing speed and parameters. This approach may give Ethereum an infinite number of unique high-throughput chains, says Avail co-founder Anurag Arjun. In an interview with Cointelegraph, Arjun acknowledged that Ethereum is fundamentally a different product from high-throughput competitors that adopt a monolithic architecture. However, Ethereum's choice to scale through numerous L2 solutions gives it an overlooked characteristic: "The underappreciated beauty of this rollup-centric roadmap architecture is that it allows multiple teams to experiment with different execution environments and different block times." This makes it possible for various high-throughput side chains to emerge, rather than just a single architecture appearing on any monolithic Layer-1, Arjun added. However, Arjun warned that switching between L2s will still be as complex as bridging assets between different blockchain ecosystems without true interoperability. The perspective of the Avail co-founder contrasts with that of many critics of Ethereum's L2-centric scaling approach, who argue that the network's scaling solutions will lead to liquidity fragmentation and ultimately erode the underlying layer. Critics of Ethereum believe that L2s are one of the main reasons for Ethereum's poor price performance over the past year.
Ethereum expands through multiple L2 networks, each with its unique transaction processing speed and parameters. This approach may give Ethereum an infinite number of unique high-throughput chains, says Avail co-founder Anurag Arjun.

In an interview with Cointelegraph, Arjun acknowledged that Ethereum is fundamentally a different product from high-throughput competitors that adopt a monolithic architecture. However, Ethereum's choice to scale through numerous L2 solutions gives it an overlooked characteristic:

"The underappreciated beauty of this rollup-centric roadmap architecture is that it allows multiple teams to experiment with different execution environments and different block times."

This makes it possible for various high-throughput side chains to emerge, rather than just a single architecture appearing on any monolithic Layer-1, Arjun added. However, Arjun warned that switching between L2s will still be as complex as bridging assets between different blockchain ecosystems without true interoperability.

The perspective of the Avail co-founder contrasts with that of many critics of Ethereum's L2-centric scaling approach, who argue that the network's scaling solutions will lead to liquidity fragmentation and ultimately erode the underlying layer. Critics of Ethereum believe that L2s are one of the main reasons for Ethereum's poor price performance over the past year.
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After 16 days of selling pressure, Ethereum's price has surpassed $1,700, with the selling pressure during this period stemming from macroeconomic uncertainty and a sharp decline in on-chain activity. Despite the rebound, Ethereum's performance still lags behind the overall altcoin market, with a year-to-date increase below the market average of 23%. Some traders claim that Ethereum is poised for a 'generational' bull market by providing a 'truly decentralized' and permissionless financial system, but is that really the case? Ethereum is one of the few major cryptocurrencies not to have set a new all-time high by 2025, unlike competitors such as Solana (SOL), Tron (TRX), and BNB. Some critics argue that abandoning proof-of-work (PoW) mining has caused Ethereum to lose its former competitive edge against rivals.
After 16 days of selling pressure, Ethereum's price has surpassed $1,700, with the selling pressure during this period stemming from macroeconomic uncertainty and a sharp decline in on-chain activity. Despite the rebound, Ethereum's performance still lags behind the overall altcoin market, with a year-to-date increase below the market average of 23%.

Some traders claim that Ethereum is poised for a 'generational' bull market by providing a 'truly decentralized' and permissionless financial system, but is that really the case?

Ethereum is one of the few major cryptocurrencies not to have set a new all-time high by 2025, unlike competitors such as Solana (SOL), Tron (TRX), and BNB.

Some critics argue that abandoning proof-of-work (PoW) mining has caused Ethereum to lose its former competitive edge against rivals.
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After experiencing 16 days of selling pressure, the price of Ethereum has broken through $1,700. This selling pressure during this period stemmed from macroeconomic uncertainty and a sharp decline in on-chain activity. Despite the rebound, Ethereum's performance still lags behind the overall altcoin market, with its increase this year falling 23% below the market average. Some traders claim that Ethereum is poised for a 'generational' bull market by providing a 'truly decentralized' and permissionless financial system, but is that really the case? Ethereum is one of the few major cryptocurrencies that has not set a new all-time high by 2025, unlike competitors such as Solana (SOL), Tron (TRX), and BNB. Some critics argue that abandoning proof-of-work (PoW) mining has caused Ethereum to lose its former competitive edge against rivals.
After experiencing 16 days of selling pressure, the price of Ethereum has broken through $1,700. This selling pressure during this period stemmed from macroeconomic uncertainty and a sharp decline in on-chain activity. Despite the rebound, Ethereum's performance still lags behind the overall altcoin market, with its increase this year falling 23% below the market average.

Some traders claim that Ethereum is poised for a 'generational' bull market by providing a 'truly decentralized' and permissionless financial system, but is that really the case?

Ethereum is one of the few major cryptocurrencies that has not set a new all-time high by 2025, unlike competitors such as Solana (SOL), Tron (TRX), and BNB.

Some critics argue that abandoning proof-of-work (PoW) mining has caused Ethereum to lose its former competitive edge against rivals.
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The market value of Bitcoin is currently 1.69 trillion The market value of Apple is currently 2.96 trillion The market value of gold is currently 22.59 trillion In the foreseeable future, Bitcoin easily surpassing Apple's global highest market value is really a piece of cake~ However, to stand shoulder to shoulder with gold and truly realize the phrase "digital gold" is quite challenging... Even at the current market value comparison, occupying half of gold's market value would require over 500,000 dollars+ But in the long term, it is highly probable that Bitcoin will reach 200,000-300,000 dollars.
The market value of Bitcoin is currently 1.69 trillion

The market value of Apple is currently 2.96 trillion

The market value of gold is currently 22.59 trillion

In the foreseeable future, Bitcoin easily surpassing Apple's global highest market value is really a piece of cake~

However, to stand shoulder to shoulder with gold and truly realize the phrase "digital gold" is quite challenging...

Even at the current market value comparison, occupying half of gold's market value would require over 500,000 dollars+

But in the long term, it is highly probable that Bitcoin will reach 200,000-300,000 dollars.
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$TRUMP US Senator: TRUMP Coin may be the most blatant act of corruption by a US President in history. Odaily Planet Daily reports that Trump’s Mleme Coin TRUMP has announced that Trump will have dinner with the first 220 holders of this token. Chris Murphy, a Democratic Senator from Connecticut, criticized this event, stating on the X platform: "This not only reflects Trump's true colors, the TRUMP Coin scam may be the most blatant act of corruption ever committed by a President."
$TRUMP US Senator: TRUMP Coin may be the most blatant act of corruption by a US President in history. Odaily Planet Daily reports that Trump’s Mleme Coin TRUMP has announced that Trump will have dinner with the first 220 holders of this token. Chris Murphy, a Democratic Senator from Connecticut, criticized this event, stating on the X platform: "This not only reflects Trump's true colors, the TRUMP Coin scam may be the most blatant act of corruption ever committed by a President."
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Consumer Rights Advocacy Organization Criticizes 'TRUMP Dinner' for Buying Influence Over the American President Odaily Star Daily News: Public citizen organization Craig Holman is not satisfied with the planned 'TRUMP Dinner' event. This organization is a consumer rights advocacy group aimed at limiting the influence of special interest groups in Washington. Craig Holman stated: 'This is about buying presidential influence, there are no ifs, ands, or buts. The sale of Trump meme coins contradicts what Trump said when he first entered politics, that he was very wealthy and could not be bought; we have never had a president who loves money as much as this one.'
Consumer Rights Advocacy Organization Criticizes 'TRUMP Dinner' for Buying Influence Over the American President Odaily Star Daily News: Public citizen organization Craig Holman is not satisfied with the planned 'TRUMP Dinner' event. This organization is a consumer rights advocacy group aimed at limiting the influence of special interest groups in Washington. Craig Holman stated: 'This is about buying presidential influence, there are no ifs, ands, or buts. The sale of Trump meme coins contradicts what Trump said when he first entered politics, that he was very wealthy and could not be bought; we have never had a president who loves money as much as this one.'
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On October 14, 2023, a giant whale sold 15,000 ETH at an average price of $1,793, clearing out 35,754 ETH in total, amounting to approximately $89.03 million over two days. According to Ember Monitoring, a certain ETH whale has been selling off large amounts of ETH recently due to concerns about market fluctuations. After selling 15,000 ETH yesterday, the whale cleared its holdings of 35,754 ETH within the last two hours at a price of $1,793, converting it into $64.128 million USD. Including the 15,000 ETH sold yesterday through borrowing, the whale has sold a total of 50,754 ETH in the past 17 hours, converting it into a total of $89.034 million USDT, with an average selling price of $1,754.
On October 14, 2023, a giant whale sold 15,000 ETH at an average price of $1,793, clearing out 35,754 ETH in total, amounting to approximately $89.03 million over two days. According to Ember Monitoring, a certain ETH whale has been selling off large amounts of ETH recently due to concerns about market fluctuations. After selling 15,000 ETH yesterday, the whale cleared its holdings of 35,754 ETH within the last two hours at a price of $1,793, converting it into $64.128 million USD. Including the 15,000 ETH sold yesterday through borrowing, the whale has sold a total of 50,754 ETH in the past 17 hours, converting it into a total of $89.034 million USDT, with an average selling price of $1,754.
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#加密市场反弹 Opinion: The surge in Bitcoin open interest positions indicates investors' confidence in trade agreements and Powell. With the ongoing rebound in the cryptocurrency market, the open interest in Bitcoin perpetual futures has also seen a more significant increase, suggesting that investor confidence is strengthening, especially after the Trump administration has slowed its offensive on trade tariffs and anti-Federal Reserve rhetoric. This rebound occurred following U.S. Treasury Secretary Scott Bessent's discussion on easing U.S.-China trade tensions, after which President Trump indicated that he would significantly reduce tariffs on Chinese goods from the current 245% to a much lower level. Trump also stated that he does not intend to remove Federal Reserve Chairman Powell from his position.
#加密市场反弹 Opinion: The surge in Bitcoin open interest positions indicates investors' confidence in trade agreements and Powell. With the ongoing rebound in the cryptocurrency market, the open interest in Bitcoin perpetual futures has also seen a more significant increase, suggesting that investor confidence is strengthening, especially after the Trump administration has slowed its offensive on trade tariffs and anti-Federal Reserve rhetoric. This rebound occurred following U.S. Treasury Secretary Scott Bessent's discussion on easing U.S.-China trade tensions, after which President Trump indicated that he would significantly reduce tariffs on Chinese goods from the current 245% to a much lower level. Trump also stated that he does not intend to remove Federal Reserve Chairman Powell from his position.
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#Metaplanet增持比特币 Metaplanet currently holds 4,855 BTC, expecting to hold 10,000 BTC by the end of the year. Metaplanet's CEO Simon Gerovich stated that despite some shareholders having concerns, the company focuses on the creation of future value. Metaplanet currently holds 4,855 Bitcoins, aiming to reach 10,000 by the end of the year. The company's Bitcoin holdings have increased by 119.3%, exceeding quarterly targets.
#Metaplanet增持比特币 Metaplanet currently holds 4,855 BTC, expecting to hold 10,000 BTC by the end of the year. Metaplanet's CEO Simon Gerovich stated that despite some shareholders having concerns, the company focuses on the creation of future value. Metaplanet currently holds 4,855 Bitcoins, aiming to reach 10,000 by the end of the year. The company's Bitcoin holdings have increased by 119.3%, exceeding quarterly targets.
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#Strategy增持比特币 Strategy斥资5.558亿美元增持6556枚比特币Strategy(原MicroStrategy)在4月14日至4月20日期间购买了6,556枚比特币,平均价值84,785美元(总计:5.558亿美元)。
#Strategy增持比特币 Strategy斥资5.558亿美元增持6556枚比特币Strategy(原MicroStrategy)在4月14日至4月20日期间购买了6,556枚比特币,平均价值84,785美元(总计:5.558亿美元)。
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#中美贸易关系 U.S. Political and Business Leaders Call for Dialogue to Reach Consensus Between China and the U.S. BlockBeats News, April 16, Recently, high-level figures from the U.S. political and business sectors have called for dialogue between China and the U.S. to seek ways to ease trade tensions. Several political and business leaders, including the U.S. Treasury Secretary, believe that the current tariffs in the U.S. cannot be sustained indefinitely, and no one wants high tariffs to persist. (China Daily)
#中美贸易关系 U.S. Political and Business Leaders Call for Dialogue to Reach Consensus Between China and the U.S.
BlockBeats News, April 16, Recently, high-level figures from the U.S. political and business sectors have called for dialogue between China and the U.S. to seek ways to ease trade tensions.
Several political and business leaders, including the U.S. Treasury Secretary, believe that the current tariffs in the U.S. cannot be sustained indefinitely, and no one wants high tariffs to persist. (China Daily)
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#加密市场反弹 分析师: 01加密 市表現低迷,看好02反弾 比特市和以太坊在 2025年第一季度分別下践11.82% 和45.41%,創下多年来最弱Q1表現。Bitwise 首席 投姿官Matt Hougan 称之力加密史上最好的最差季 皮 分析师指出凡 可能推 Q2市场反 的因素:全球 市供応増加、美国 管 境改善以及 定市 户管 理 模創所史新高(超2.18 美元) 。
#加密市场反弹 分析师: 01加密 市表現低迷,看好02反弾
比特市和以太坊在 2025年第一季度分別下践11.82%
和45.41%,創下多年来最弱Q1表現。Bitwise 首席
投姿官Matt Hougan 称之力加密史上最好的最差季

分析师指出凡 可能推 Q2市场反 的因素:全球
市供応増加、美国 管 境改善以及 定市 户管
理 模創所史新高(超2.18 美元) 。
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