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Flash

Michael Saylor proposed the digital asset spectrum framework: BTC represents digital capital, and STRC represents digital credit

The founder of Strategy, Michael Saylor, proposed the concept of the "Digital Assets Monetary Spectrum," categorizing different types of digital assets based on volatility, potential returns, and trading functions.Saylor stated that the digital asset system can be divided into four levels: Bitcoin (BTC): Digital Capital (Digital Capital) STRC: Digital Credit (Digital Credit) SR-strcUSX: Digital Money (Digital Money) USDT: Digital Currency (Digital Currency).He believes that from left to right, asset volatility and potential returns gradually decrease, while stability and trading utility continuously increase. Saylor stated that Bitcoin is the "ultimate value storage asset," possessing high volatility, high potential returns, and the attributes of a digital asset that does not require third-party credit endorsement; whereas stablecoins are the "ultimate medium of exchange," emphasizing stability and payment functionality. In between the two, digital credit and digital currency serve as a bridge connecting capital and currency. Among them, STRC is defined by Saylor as "digital credit," characterized by relative stability, high fixed returns, and certain value storage attributes.He further stated that digital currency combines digital currency technology with digital capital economic attributes, possessing stability, earning capacity, trading convenience, and value storage functions. Saylor noted that digital capital belongs to bearer assets, while assets such as digital credit, digital currency, and digital cash are created and managed by digital financial companies, with their ownership layer corresponding to "Digital Equity." These components together form the future "Digital Finance Stack."

A man was sentenced to 7 months in prison for defrauding a friend of $1,757 under the guise of a virtual currency airdrop project

A man in Anshun, Guizhou, used the name of a virtual currency airdrop project as a pretext to lure friends into investing with the bait of guaranteed high returns, ultimately crossing the legal red line. The People's Procuratorate of Pingba District, Anshun City, Guizhou Province, filed a public prosecution, and the court sentenced Zhao to seven months in prison for fraud, along with a fine of 5,000 yuan.Zhao had been paying attention to the field of virtual currency investment for many years and had long been posting investment insights and financial management tips on social media platforms. Zhang was also a virtual currency enthusiast, and the two met on a social platform due to their common interests, gradually becoming friends and frequently discussing investment strategies online. Through long-term communication, Zhao gained Zhang's trust with seemingly professional investment analysis. Subsequently, Zhao proposed a joint investment, to which Zhang agreed. However, after a period of investment, Zhang experienced significant losses and expressed his intention to stop further investments.On August 23, 2025, Zhao claimed that a certain app had launched an airdrop project (to promote a new project, encourage user participation, or reward loyal users, distributing native tokens of the project for free to eligible users), persuading Zhang to invest the remaining funds in his account into this project, promising a return of 100 to 200 U coins (virtual currency) within two days. Zhao also guaranteed that if there were any losses during this period, he would bear the responsibility. To further alleviate Zhang's concerns, Zhao claimed that all investment funds would be transferred to a public chain (the public address of the virtual currency). Believing Zhao, Zhang exchanged 1,757 dollars in his account for Ethereum and completed the transfer according to the wallet link provided by Zhao. In reality, the wallet corresponding to that link was a personal account registered using his girlfriend's identity information, not a public chain. The agreed time for the return of funds had passed, but Zhao had not fulfilled his promise. Zhang urged for repayment multiple times, but Zhao evaded responsibility with excuses such as sending the wrong link and needing time to track it down. On September 7 of the same year, Zhang reported the situation to the police after noticing something was wrong.On April 2 of this year, the Pingba District Procuratorate filed a public prosecution against Zhao for suspected fraud. The procuratorial agency believed that Zhao deceived others out of property by concealing the truth, with a significant amount involved, constituting the crime of fraud. Given that Zhao truthfully confessed to the criminal facts after being apprehended, showed signs of remorse, and had fully compensated the victim for their losses while voluntarily admitting guilt, he could be punished leniently according to the law.

Western Digital CPO: Flash memory handles the present, HDD manages the entire lifecycle

Ahmed Shihab, Chief Product Officer of Western Digital, stated that the key to AI storage competition is not simply pursuing the fastest medium, but whether it can continuously scale capacity at an affordable cost. He believes that many architectures run well in the early stages, but when the data scale grows from several PB to hundreds of PB or even EB levels, issues may arise due to uncontrolled costs.Flash storage is suitable for high-performance, low-latency scenarios such as model weights, GPU overflow, KV caches, and session contexts; HDDs are more suitable for large-scale, long-term storage, and cost-sensitive data such as training corpora, logs, checkpoints, compliance records, synthetic data, and inference outputs. He summarized: "Flash handles the present, HDD handles the entire lifecycle."At the scale of AI, storage costs themselves will become an architectural issue. Long-term storage of large volumes of data on high-performance media will crowd out budgets for computing, networking, power, and personnel. For many bulk storage workloads, the issue is not whether flash can store, but whether customers can afford the total cost of using flash in the long term.In the future, AI storage will not be dominated by a single technology, but should be designed in layers based on performance, cost, power consumption, density, reliability, and data lifecycle. He emphasized that this is not a competition between flash and HDD, but rather a need to match the appropriate medium for different workloads from the very beginning; otherwise, the architecture may impact business sustainability as it scales.

hot_img OpenAI publicly responds to Apple's lawsuit: describes it as "careless, aggressive, and personal," stating that Apple mistakenly sent a lawyer's letter and confused the recipient

OpenAI issued a public statement on August 3 in response to the lawsuit filed by Apple. OpenAI described Apple's lawsuit as "careless, aggressive, and personal," and pointed out several factual inaccuracies: an external lawyer from Apple mistakenly sent an email intended for someone else to OpenAI's legal head, falsely claiming that the two parties had spoken over the phone; Apple later admitted it was due to "confusing two Asian surnames." OpenAI also revealed that after contacting Apple in February, Apple stated it was "working to resolve any issues," but then did not communicate for 5 months until filing the lawsuit.Regarding the allegations against former Apple employee Chang Liu for taking confidential information, OpenAI presented iMessage records from after his departure showing that Apple colleagues had proactively contacted him to request assistance in locating documents, and acknowledged that this was a common issue caused by Apple's "poor management of exit access." Another named executive, Tang Tan, had worked at Apple for over 24 years, and OpenAI stated that he had consistently required his team "not to use any confidential information from other companies." OpenAI indicated that it had proactively offered to cooperate in resolving the matter, but Apple chose to file a lawsuit, claiming that its request for a preliminary injunction was "based on false information and completely unnecessary." Previously, Apple sued OpenAI in July, accusing it of poaching Apple employees and using confidential information to develop AI products.
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