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BTC $77,669.23 -0.15%
ETH $2,318.25 +0.46%
BNB $637.41 +0.58%
XRP $1.44 +0.47%
SOL $86.37 +1.09%
TRX $0.3235 -1.31%
DOGE $0.0987 +1.70%
ADA $0.2517 +1.45%
BCH $455.32 -0.27%
LINK $9.42 +1.67%
HYPE $41.14 +0.27%
AAVE $94.97 +1.55%
SUI $0.9516 +1.05%
XLM $0.1737 -0.67%
ZEC $359.56 +5.19%

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Satsuma Technology's stock price fell 99%, Pantera urges liquidation, DFDV makes its first investment in Asia in Allied Architects

According to BBX data, the first public collapse case in the corporate digital asset reserve sector occurred yesterday, and on the same day, the crypto industry jointly issued the largest legislative mobilization of the year. Several listed companies disclosed their latest reserve actions, with the core dynamics as follows:Satsuma Technology Plc (LSE: $SATS) reported by Bloomberg on April 23 that digital asset investment firm Pantera Capital (holding approximately 6.7%) is pressuring the company, along with other shareholders, to liquidate all 646 BTC (current market value approximately $50 million) and return the cash to shareholders. The company's executive chairman, Ranald McGregor-Smith, confirmed that they have received requests from shareholders for capital return, stating that they are "evaluating options."DeFi Development Corp. (NASDAQ: $DFDV) announced that its Treasury Accelerator Program has completed a strategic equity investment in Japanese listed company Allied Architects, Inc. (TSE: 6081), marking the company's first entry into the Asian market. As of recently, the company holds approximately 2.2 million SOL (market value approximately $195 million), using "SOL per Share (SPS)" as a core performance indicator.H100 Group AB (OTCMKTS: $HOGPF) upgraded the letter of intent (LOI) signed in March to a binding share purchase agreement, intending to acquire a total of approximately 2,450 BTC reserves from Moonshot AS and Never Say Die AS; upon completion, the company's BTC holdings are expected to rise to approximately 3,501 BTC, with the transaction structure being all-stock consideration (BTC for BTC, no cash involved). Existing shareholders are expected to hold about 30% after completion, with the delivery expected to be completed by August 2026.Remixpoint, Inc. (TSE: 3825) recently increased its holdings by 20.0312 BTC (approximately $1.57 million), bringing its total BTC holdings to 1,431.33 BTC, with a current paper profit of approximately $21.28 million; the company also plans to purchase approximately $3.13 million in additional crypto assets.

Coinbase upgrades its anti-fraud system, integrating machine learning with a rules engine, reducing response time to a few hours

Coinbase stated that it is optimizing the rule creation process in its anti-fraud system by integrating machine learning models with a rules engine, achieving more efficient risk management. It also proposed a dual-track strategy of "models responsible for long-term defense, rules responsible for rapid response," and built a unified framework to create a feedback loop between the two: rules are used to capture new types of fraud and train the model in reverse, thereby continuously enhancing overall defense capabilities.In terms of specific optimizations, Coinbase has transformed the previously manual rule creation process into a data-driven and automated recommendation system by restructuring data, automating schema evolution, and introducing notebook-based analytical tools, significantly improving efficiency. Among these improvements, the performance of rule backtesting has increased by more than 10 times, and the overall response time has been reduced from several days to a few hours. Additionally, the new system uses machine learning to recommend parameters, helping to reduce false positive rates while combating fraud and minimizing the impact on normal users. Coinbase indicated that the next step will be to advance event-driven automatic rule generation and explore the "one-click conversion" of efficient rules into model features, further moving towards an automated risk management system.
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